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Paging
Paging in SQL Server 2012 allows you to customize how specific query results are returned to help you access relevant results quickly and accurately. In this video; Rafiq Wayani uses paging to limit the number of query results displayed at any given time so that they're displayed in pages that can be viewed more quickly.
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Adding Effective Visuals and Text
After watching this video; you will be able to use best practices to add effective visuals and text to a draft of a data visualization.
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Adding Functionality and Color
After watching this video; you will be able to use best practices to add functionality and color to a draft of a data visualization.
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Alternative Charts
After watching this video; you will be able to identify more advanced graphs and charts and when to use them for the best results.
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Animated Graphs and Charts
After watching this video; you will be able to identify when to add animations to the data visualizations for best results.
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Basic Graphs and Charts
After watching this video; you will be able to identify different types of graphs and charts and when to use them for the best results.
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Choosing the Type of Visualization for the Data
After watching this video; you will be able to distinguish between the different types of visualization techniques .
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Counter Examples of Data Visualizations
After watching this video; you will be able to identify what is a good data visualization design and a bad data visualization design.
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Creating and Designing a Draft
After watching this video; you will be able to use best practices to start designing a draft of a data visualization .
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Dashboard Designs
After watching this video; you will be able to identify what a dashboard is and when it should be used to present data visualizations.
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Data Visualization Versus Infographics
After watching this video; you will be able to identify the difference between data visualization and infographics.
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Defining the Narrative
After watching this video; you will be able to describe designing good narratives to go with the data visualizations.
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Designing Data Visualizations
After watching this video; you will be able to use best practices to create meaningful data visualizations.
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Hierarchical Data Charts
After watching this video; you will be able to identify hierarchical data charts and when to use them for the best results.
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Identifying Interactivity in the Data Visualizations
After watching this video; you will be able to identify the types of interactivity and if they are required in the data visualization.
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Illustrations and Icons
After watching this video; you will be able to determine the usage for different illustrations and icons.
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Knowing Your Audience
After watching this video; you will be able to distinguish between data visualization audiences.
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Legends and Sources
After watching this video; you will be able to create the appropriate legend and source usage.
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Scale Usage
After watching this video; you will be able to create the appropriate scale for the data visualization.
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Text Design
After watching this video; you will be able to identify when; where; and how to add text for context to data visualizations.
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Traits and Visual Perception
After watching this video; you will be able to describe the traits of good visualization and perception.
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Understanding the Data Being Visualized
After watching this video; you will be able to use the data being visualized to provide meaningful information.
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Visual Aspects
After watching this video; you will be able to design and determine the position; size; color; contrast; and shape for the data visualization.
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What is Data Visualization
After watching this video; you will be able to describe what data visualization is.
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Adding Data Using INSERT Statement
After watching this video; you will be able to use the INSERT statement in SQL.
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ALTER and CHANGE
After watching this video; you will be able to use SQL to ALTER and CHANGE data.
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AVG and GROUP BY
After watching this video; you will be able to use SQL AVG and GROUP BY.
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Basic Math Operators and Functions
After watching this video; you will be able to describe the various math operators and functions.
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Benefits of Normal Forms
After watching this video; you will be able to describe normal forms and their benefits in SQL architecture.
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Changing an Existing Table
After watching this video; you will be able to use SQL to alter an existing table.
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Concept of Locks
After watching this video; you will be able to describe locks and their use in SQL.
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Connecting Tables Together
After watching this video; you will be able to use SQL for the process of connecting tables.
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Correlated and Noncorrelated Queries
After watching this video; you will be able to use correlated and noncorrelated queries in SQL.
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Correlated Query with EXISTS and NOT EXISTS
After watching this video; you will be able to use correlated query with EXISTS and NOT EXISTS operators.
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Creating a View
After watching this video; you will be able to use SQL to create a simple view.
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Creating and Managing Users in SQL
After watching this video; you will be able to use SQL to describe how to create a user and how to manage them.
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Creating more Complex Tables
After watching this video; you will be able to use SQL to create more complex tables.
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Creating Tables with a FOREIGN KEY
After watching this video; you will be able to use FOREIGN KEY with CREATE in SQL architecture.
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Date Functions
Crystal Reports 2011 offers a wide range of date functions to use in reports. In this video; Joe Khoury demonstrates how to use date functions in the Formula Editor.
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Defining COMMIT Statement
After watching this video; you will be able to use the COMMIT statement in SQL.
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Defining ROLLBACK Statement
After watching this video; you will be able to use ROLLBACK statement in SQL.
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Deleting a Record Using a DELETE Query
After watching this video; you will be able to use DELETE to remove data from a table in SQL.
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Deleting an Existing Table
After watching this video; you will be able to use SQL to delete an existing table.
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Describing ACID Transactions
After watching this video; you will be able to describe the various ACID transactions and their use.
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Dissecting the Code behind Structured Query Language
After watching this video; you will be able to describe in high level; structured query language and its use.
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DROP COLUMN Introduction
After watching this video; you will be able to describe DROP COUMN and its use in SQL.
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Dropping Views
After watching this video; you will be able to use SQL to drop views.
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EQUI JOINs and NON-EQUI JOINs
After watching this video; you will be able to use equijoins and non-equijoins and describe their differences in SQL architecture.
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Example of a Query With A Natural Join
After watching this video; you will be able to use a query with a natural join.
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Example of Implementing Locks on Transactions
After watching this video; you will be able to use SQL to create an implementation using locks.
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Filter Results with WHERE Clause
After watching this video; you will be able to use WHERE to filter data and retrieve requested results in SQL.
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Functional Dependencies
After watching this video; you will be able to describe the functional dependencies and their use.
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Group IDs and the Use of Roles
After watching this video; you will be able to use SQL to describe the use of group IDs and roles in.
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How to Create a Table
After watching this video; you will be able to describe tables and how to create them in SQL.
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Inner Joins – An Introduction
After watching this video; you will be able to use inner joins in SQL.
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Introducing Transactions
After watching this video; you will be able to describe the various transactions and their use in SQL.
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Introduction to Multi-table Architecture
After watching this video; you will be able to define multiple tables and describe their use in SQL.
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Security Concepts
After watching this video; you will be able to describe the various security concepts in SQL.
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Introduction to Subquery
After watching this video; you will be able to describe a subquery and its use in SQL.
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Introduction to SUBSTRING() Function
After watching this video; you will be able to describe the SUBSTRING() functioning in SQL.
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Introduction to the Database Concept
After watching this video; you will be able to identify a database and how it relates to SQL.
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Introduction to the SQL Syntax
After watching this video; you will be able to use SQL to create a simple statement.
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Introduction to Transact-SQL
After watching this video; you will be able to use SQL to define Transact-SQL and the relation with transaction types.
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Introduction to Using UPDATE
After watching this video; you will be able to use UPDATE to change data in SQL.
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Introduction to Views
After watching this video; you will be able to describe views and their relation to the SQL architecture.
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Learning the NULL Statement
After watching this video; you will be able to use the NULL statement in SQL.
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LENGTH() Function
After watching this video; you will be able to using the LENGTH function in SQL.
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Levels of Locking
After watching this video; you will be able to use SQL to identify the levels of locking.
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Limit Results Using LIMIT and SELECT DISTINCT
After watching this video; you will be able to use LIMIT and SELECT DISTINCT.
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Making Tables More Normal
After watching this video; you will be able to describe the normalization processes in more detail in SQL.
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Multilevel Architecture with a Twist
After watching this video; you will be able to describe the multiple layers of tables and their management with various queries in SQL.
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Multiple Conditions Using Multiple Joins
After watching this video; you will be able to use multiple joins and multiple conditions in SQL.
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Normalizing and More SQL Data Processes
After watching this video; you will be able to describe normalization and other SQL data processes.
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Operational Transaction Logs
After watching this video; you will be able to use transaction logs and define their purpose in SQL.
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Ordering Results with ORDER BY
After watching this video; you will be able to use ORDER BY with results to sort data in SQL.
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OUTER JOINs
After watching this video; you will be able to use Outer Joins in SQL.
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Patterns of Data in SQL
After watching this video; you will be able to describe relationships between tables and the different patterns.
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Privileges and Access Rights
After watching this video; you will be able to use SQL to define the use of privileges and restrictions.
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Putting String Functions Together
After watching this video; you will be able to use SQL string functions to create a query.
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Query Your Data Types in SQL
After watching this video; you will be able to use SQL to create several data types.
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Quick Peek Using SELECT Statement
After watching this video; you will be able to use SELECT to take a look at a table.
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Ready to Create a Database
After watching this video; you will be able to use SQL to create a simple database example.
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REVERSE() Function
After watching this video; you will be able to use the REVERSE() function in SQL.
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SELECT in More Detail
After watching this video; you will be able to use the SELECT statement in SQL queries.
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Selecting Data from More Than One Table
After watching this video; you will be able to use SELECT to retrieve data from more than one table in SQL.
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Setting Modes for Locks
After watching this video; you will be able to use SQL to describe the various lock modes.
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SOUNDEX() and DIFFERENCE() Functions
After watching this video; you will be able to Use SOUNDEX() and DIFFERENCE() functions in SQL.
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SQL Composite Keys Using Multiple Values
After watching this video; you will be able to use composite keys and their relative values.
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SQL Main Components and Why They're Used
After watching this video; you will be able to use all data management components in an example in SQL.
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SQL Views; Transactions; & Security Model
After watching this video; you will be able to describe views; transactions; and the security model and the relation to SQL.
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Table Altering
After watching this video; you will be able to describe how to rename and alter a table in SQL.
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Tables by Example
After watching this video; you will be able to use tables to further dive into the complexities of SQL.
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The PRIMARY KEY Rules
After watching this video; you will be able to use PRIMARY KEY in SQL.
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The Relation of Data and the Various Databases
After watching this video; you will be able to describe the relational concepts of SQL; various database types; and when and why they are used.
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Tips for Efficient Queries
After watching this video; you will be able to use SQL more efficiently with operational tips.
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TRIM() Function
After watching this video; you will be able to use the TRIM() function in SQL.
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Types of Views in SQL
After watching this video; you will be able to use the various views in SQL architecture.
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Understanding Data Types
After watching this video; you will be able to describe data types and their relation to SQL.
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Understanding Rounding Numbers in SQL
After watching this video; you will be able to use SQL rounding numbers process.
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Understanding the Atomic Value
After watching this video; you will be able to describe Atomic values and their relation to Normalization in SQL.
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UNION Operator and Combining Results
After watching this video; you will be able to use the UNION operator and describe how it combines results.
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Updating Views in SQL
After watching this video; you will be able to use SQL to update a view.
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Use Case Example of the Use of Access Rights
After watching this video; you will be able to use SQL security processes to create a user and a group with privileges.
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Use Case Example Using Data Management Components
After watching this video; you will be able to use all data management components in an example in SQL.
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Use Case Example Using Functional Dependencies
After watching this video; you will be able to use functional dependencies in a example.
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Use Case Example Using SQL Arithmetic and Grouping
After watching this video; you will be able to use SQL arithmetic and grouping to create queries.
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Use Case Transactional Data
After watching this video; you will be able to use Transactions in SQL.
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User IDs
After watching this video; you will be able to use SQL to describe the philosophy behind User IDs and their use.
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Using ALTER TABLE with a PRIMARY KEY Constraint
After watching this video; you will be able to use both ALTER TABLE and PRIMARY KEY constraint in SQL.
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Using CREATE TABLE with PRIMARY KEY Constraint
After watching this video; you will be able to use both CREATE TABLE and add PRIMARY KEY constraint in SQL.
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Using DROP COLUMN; ALTER; and CHANGE in SQL
After watching this video; you will be able to describe a use case example of executing altering queries in SQL.
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Using HAVING Clause with Queries
After watching this video; you will be able to use HAVING clause in SQL with queries.
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Using IN; NOT IN in SQL
After watching this video; you will be able to use IN; NOT IN commands in SQL.
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Using MIN and MAX in SQL
After watching this video; you will be able to use SQL MIN and MAX processes.
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Using Queries with DELETE FROM Statement
After watching this video; you will be able to use queries with the DELETE FROM statement in SQL.
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Using Queries with INSERT Statement
After watching this video; you will be able to use queries with the INSERT statement in SQL.
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Using Queries with the UPDATE Statement
After watching this video; you will be able to use queries with the UPDATE statement in SQL.
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Using query as a SELECT Column
After watching this video; you will be able to use query as a SELECT column in SQL.
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Using ROLLBACK and COMMIT Statements in SQL
After watching this video; you will be able to use ROLLBACK and COMMIT in an SQL query.
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Variations of Query
After watching this video; you will be able to use SQL to describe the differences between SQL and other languages.
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Various Levels of locking
After watching this video; you will be able to use SQL to introduce the various levels of locking and their use.
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Why use DEFAULT?
After watching this video; you will be able to use the DEFAULT statement in SQL.
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Working with Difficult Queries
After watching this video; you will be able to use SQL to create a more complex query.
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Advanced Insert Statements
In MySQL; you can use an advanced insert statement to insert selected column names and associated values in a new table. In this video; Aaron Sampson demonstrates the use of the advanced insert statement.
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Advanced Join Types
In MySQL; you can use outer join queries to retrieve orphaned or missing records from multiple tables. In this video; Aaron Sampson demonstrates outer join types.
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Advanced Update Statements
In MySQL; you can use Advanced Update statements to make updates on a single record; a single column; or a range of records and columns. In this video; Aaron Sampson demonstrates how to use Advanced Update statements to make changes to multiple records.
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Aggregate Functions - Count
In MySQL; you can use the group by clause and the aggregate functions on numeric values to generate summary values. In this video; Aaron Sampson demonstrates how to use count; one of the aggregate functions.
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Aggregate Functions - Min/Max
In MySQL; you can use the min and max functions to determine the lowest and highest values in any particular column. In this video; Aaron Sampson demonstrates how to use the min and max functions.
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Aggregate Functions - Putting It All Together
In MySQL; you can use the common aggregate functions together in a statement to generate a user-friendly report. In this video; Aaron Sampson demonstrates how to use the common aggregate functions together.
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Aggregate Functions - Sum/Average
In MySQL; you can use the sum and average functions to produce useful reports with the total sales; the average sale; total sales per quarter; annual sales by customer; by region; and so on. In this video; Aaron Sampson demonstrates how to use the sum and average functions.
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Altering and Nested Views
In MySQL; you can use the Alter statement for altering and nested views. In this video; Aaron Sampson demonstrates how to use alter and nested views to create a view based on a previous view.
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Basic Select Statement - Filtering and Ordering Records
In MySQL; you can use the SELECT statement to focus on specific data. In this video; Aaron Sampson demonstrates how to use the SELECT statement to filter and order records.
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Basic Select Statement - Putting it all together
In MySQL; you can use the basic SELECT statement and pull in only the relevant fields in a table and then execute other commands to bring the information together. In this video; Aaron Sampson explains how to extract data and put it together.
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Basic Select Statement - Selecting Columns and Limiting Records
In MySQL; you can use the SELECT statement to select data from a database and store the result in a result table. In this video; Aaron Sampson demonstrates how to use the SELECT statement to select columns and limit records.
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Basic Select Statement - Using Range Comparison Operators
In MySQl; you can use the numeric comparison operators on the where clause to filter out data between specific ranges. In this video; Aaron Sampson explains how to use the comparison operators on the where clause.
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Character Expression and Aliases
In MySQL; you can sort information to display only the required details from the available table columns. In this video; Aaron Sampson demonstrates how to create an expression using character-based information and use aliases to assign friendly names to the resulting column.
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Concepts of Column Design
In MySQL; you can design and format columns for your databases. In this video; Aaron Sampson demonstrates the concepts of column design.
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Concepts of Table Design
In MySQL; you can design your tables to store data in databases. In this video; Aaron Sampson demonstrates the concepts of table design.
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Core Concepts of an RDBMS
Working with MySQL requires a thorough understanding of RDBMS structures. In this video; Aaron Sampson discusses the core concepts of RDBMS.
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Creating Advanced Procedures - Using Input Parameters
In MySQL; you can create stored procedures; which reduce query-handling time by reusing already saved parameters. In this video; Aaron Sampson demonstrates how to use input parameters to allow dynamic values to pass each time the procedure is called.
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Creating Advanced Procedures - Using Insert Statement
In MySQL; you can edit the existing records within tables. In this video; Aaron Sampson demonstrates how to create new records by using the Insert statement in a Procedure.
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Creating Advanced Procedures - Using Loops
In MySQL; you can use stored procedures which include logic and functionality that select statements and views can't accommodate; to achieve time-saving. In this video; Aaron Sampson demonstrates how to use the stored procedures to edit existing records.
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Creating Advanced Views
In MySQL; you can create a reusable Select statement; save it as a view; and then reuse it selecting it from the Views. In this video; Aaron Sampson demonstrates how to create and use reusable Select statement to edit existing records.
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Determining Table and Column Properties
MySQL allows users to view and edit the table and column properties that have been defined in a database. In this video; Aaron Sampson demonstrate how to view and modify the columns in a database.
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Exporting Result Sets
MySQL allows users to export data to external files. In this video; Aaron Sampson explains how to export data by using the Export/Import feature.
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Filtering Data Sets
MySQL allows users to perform several actions on the result set such as editing; exporting; and filtering data. In this video; Aaron Sampson explains how to filter data sets.
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Getting Started with Character Functions
MySQL provides several character-based functions that you can use to operate on string or text-based information. In this video; Aaron Sampson demonstrates how to use character-based functions.
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Getting Started with Date/Time Functions
In MySQL; you can use functions with particular uses and capabilities to manipulate any type of data. In this video; Aaron Sampson demonstrates how to use some common date and time functions.
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Getting Started with DDL Statements - Alter and Drop Database Statement
Using MySQL Drop and Alter statements; you can easily drop an entire database without emptying it like Tables or alter database options and adjust properties. In this video; Aaron Sampson demonstrates how to use the Drop and Alter statements to edit existing records.
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Getting Started with DDL Statements - Alter and Drop Table Statement
In MySQL; you can make changes to the table by using the Alter statement and delete the table by using the Drop statement. In this video; Jamie Campbell demonstrates the use and syntax of the Alter and Drop Table statements.
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Getting Started with DDL Statements - Create Database Statement
In MySQL; you can use the DDL statements to create the database object. In this video; Aaron Sampson demonstrates how to create a new database.
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Getting Started with DDL Statements - Create Procedure Statement
In MySQL; you can learn to create the stored procedure statement. In this video; Aaron Sampson demonstrates how to create stored procedure statement.
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Getting Started with DDL Statements - Create Table Statement
In MySQL; tables are the means for storing data. In this video; Aaron Sampson explains how to create tables in MySQL.
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Getting Started with DDL Statements - Create View Statement
In MySQL; you can use DDL statements to retrieve records from tables. In this video; Aaron Sampson demonstrates how to use create view statements to retrieve desired information from tables.
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Getting Started with Delete Statements
In MySQL; you can use the delete statement to remove existing records from a table. In this video; Aaron Sampson demonstrates how to use the delete statement in tables.
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Getting Started with Functions
MySQL provides several numeric functions that allow users to gather relevant information from tables that contain a lot of information. In this video; Aaron Sampson explains how to use some basic numeric functions.
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Getting Started with Group By and Aggregate Functions
In MySQL; you can use the Group by and aggregate functions to view totals that will help you understand your business model and generate a report for your users. In this video; Aaron Sampson demonstrates how to use the Group by and aggregate functions.
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Getting Started with Insert Statements
In MySQL; you can use the Data Modification Language or DML statements to change the underlying database or the tables or the records in the table. In this video; Aaron Sampson demonstrates how to use the Insert statement to edit existing records.
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Getting Started with Multi-Table Queries
In MySQL; you can use queries to retrieve data from multiple tables. In this video; Aaron Sampson demonstrates multi-table queries using join statements.
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Getting Started with Workbench
The MySQL Workbench is a unified visual tool and the primary administrative interface for accessing and configuring MySQL databases. In this video; Aaron Sampson demonstrates how to access the server configuration and set its value in MySQL.
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Getting Started with System Functions
In addition to providing numeric functions; MySQL also provides several system functions that you can also use as criteria to compare relevant information. In this video; Aaron Sampson explains how to use system functions.
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Getting Started with Update Statements
In MySQL; you can edit the existing records within tables. In this video; Aaron Sampson demonstrates how to use the update statement to edit existing records.
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Getting Started with Views
In MySQL; views refer to stored select statements that you can reuse to retrieve information from base tables. In this video; Aaron Sampson demonstrates how to use views.
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Inserting and Deleting Data
My SQL provides the option of inserting and deleting information. In this video; Aaron Sampson demonstrates how to insert and delete records from a table.
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Introducing Visual Query Builders
In MySQL; you can use visual query builders to build queries and avoid typos and syntax errors. In this video; Aaron Sampson demonstrates the use of a visual query editing tool in MySQL.
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Multi-Table/Multi-Join Queries
In MySQL; you can use queries to retrieve data from multiple tables. In this video; Aaron Sampson demonstrates multi-table queries using two join statements.
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Workbench - Configuring the Options File
In MySQL; you can configure the Options File from the MySQL Workbench to administer and design the database structure. In this video; Aaron Sampson demonstrates how to configure Options File.
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Workbench - Connecting to Databases
In MySQL; you can use the MySQL Workbench wizard to connect to databases. In this video; Aaron Sampson demonstrates how to configure the detailed options of the connections.
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Workbench - Creating New Users
In MySQL; you need to create new user accounts to establish new connections to your MySQL environment. In this video; Aaron Sampson demonstrates how to create additional user accounts.
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Workbench - Server Status and Navigation
MySQL provides an efficient and easy-to-use interface. In this video; Aaron Sampson explains the navigational elements and the Server Status.
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Workbench - Status and System Variables
In MySQL; you get details about the server and the databases within that server through the Status and System Variables option in Workbench. In this video; Aaron Sampson demonstrates various options within Status and System Variables.
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Workbench - Users and Privileges
In MySQL; you can assign administrative roles with different privileges to users from the Workbench. In this video; Aaron Sampson demonstrates various options within Users and Privileges tab.
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Numeric Expression and Aliases
MySQL provides several numeric expressions that you can use to analyze data. In this video; Aaron Sampson explains how to use some basic comparison operators and the alias operator.
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Online Documentation - Comparison Operators
In MySQL; you can locate additional documentation and options for comparison operators in the Developer Zone. In this video; Aaron Sampson explains online documentation for comparison operators.
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Selecting and Downloading Your Edition
There are several editions of MySQL available and you can select the appropriate edition that will suit your database needs. In this video; Aaron Sampson demonstrates how to select the appropriate edition of MySQL and download it.
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Understanding Comparison Operators; Expressions; and Aliases
In MySQL; you can compare values and make your reports more user-friendly by using comparison operators; expressions; and aliases. In this video; Aaron Sampson explains the uses of comparison operators; expressions; and aliases in MySQL queries.
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Understanding DDL Statements
In MySQL; you can use the Data Definition Language (DDL) statements to modify databases and tables and the objects within the databases and tables. In this video; Aaron Sampson explains how to use the DDL statements.
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Understanding DML Statements
In MySQL; you can use Data Manipulation Language statements or DML statements to modify table values in the underlying tables. In this video; Aaron Sampson explains how to use the insert; delete; and update statements with examples.
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Understanding Events
In MySQL; you can use events to schedule repetitive tasks in a database. In this video; Aaron Sampson demonstrates how to use events.
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Understanding Functions
In MySQL; you can use various functions to produce rich result sets when working with the data. In this video; Aaron Sampson discusses the concepts of functions in MySQL.
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Understanding Group By and Aggregate Functions
MySQL provides the Group by clause and the associated aggregate functions to perform several mathematical functions that help users to efficiently analyze data. In this video; Aaron Sampson explains the use of the Group by clause and aggregate functions.
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Understanding Multi-Table Queries
In MySQL; you can use the join statement to pull in information from one or more related tables. In this video; Aaron Sampson discusses the concept of the join statement.
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Understanding Relationships
After watching this video; you will be able to define relationships in a database such as one-to-many; one-to-one; and many-to-many; outlining the role of primary; composite; and foreign keys in the context of SQL Server examples.
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Understanding Select Statement Concepts
In MySQL; you can retrieve data from your database objects by using Select statements. In this video; Aaron Sampson demonstrates the Select statement and its key elements; syntax; and optional components.
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Understanding Stored Procedures
The MySQL database supports stored procedures; which can be called and executed by applications. In this video; Aaron Sampson discusses the uses and limitations of stored procedures.
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Understanding Triggers
In MySQL; triggers are called automatically in response to Data Manipulation Language statements. In this video; Aaron Sampson explains the concept of triggers.
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Understanding Views
Views in MySQL are objects that are stored in a database; but are select statements. In this video; Aaron Sampson explains the concept of views.
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Using Character Comparison Operators
In addition to numeric characters; MySQL also provides several text-based comparison operators. In this video; Aaron Sampson explains how to use text-based characters.
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Using Numeric Comparison Operators
MySQL provides several numeric and text-based operators to pull out and analyze relevant information in a table. In this video; Aaron Sampson explains how to use the basic numeric operators.
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Viewing and Editing Data
In MySQL; you can apply; cancel; and make changes to existing records. In this video; Aaron Sampson demonstrates how to view and edit existing data in the MySQL databases.
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AND v. OR Conditions
In this video; Aaron Sampson outlines the uses of the AND versus OR conditions.
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Backup Frequency and Schedules
In this video; Aaron Sampson describes backup frequency and schedules to protect database records in MySQL.
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Backup Types
In Microsoft SQL Server; you can use the different backup methods provided to back up your databases. In this video; Aaron Sampson discusses the various backup methods available in Microsoft SQL Server 2014.
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Comparing Storage Engine Features
In this video; Aaron Sampson describes the features of storage engines available for MySQL databases.
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Creating a Clustered Index
In this video; Aaron Sampson demonstrates how to create a clustered index.
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Creating a Covered Index
In this video; Aaron Sampson demonstrates how to create a covered index.
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Creating a Secondary Index
In this video; Aaron Sampson demonstrates how to create secondary indexes.
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Creating and Using Benchmarks
In this video; Aaron Sampson demonstrates how to create and use benchmarks in MySQL.
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Creating and Using Stored Functions
After watching this video; you will be able to compare stored functions with stored procedures and create and use a stored function within a SQL Server database.
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Creating and Using Transactions
In this video; Aaron Sampson demonstrates how to implement transactions in MySQL.
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Creating Multicolumn Indexes
In this video; Aaron Sampson demonstrates how to create multicolumn indexes.
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Creating Multiple Instances
In this video; Aaron Sampson discusses installing multiple MySQL instances on a single server.
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Creating Partitioned Tables
In this video; Aaron Sampson demonstrates how to create partitioned tables in MySQL.
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Creating Triggers
In this video; Aaron Sampson demonstrates how to use the before and after triggers to record; and react to database changes.
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Defining Security Policies
In this video; Aaron Sampson describes the security policies implemented in MySQL.
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Determining and Planning Capacity
Determining and planning capacity in MySQL can be a challenge because you need to determine whether the infrastructure you have in place is adequate to meet the performance demands of your systems. In this video; Aaron Sampson discusses capacity planning.
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Determining Index Effectiveness
Indexes are used to traverse through data and locate content effectively in a limited period of time. In this video; Aaron Sampson describes how to determine the effectiveness of an index.
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Encryption and Certificates
In this video; Aaron Sampson outlines the uses of encryption and certificates in MySQL.
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Exporting a Database
In this video; Aaron Sampson demonstrates how to export a database by using the Data Export feature of MySQL.
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Identifying Different Data Types and Usage
In this video; Aaron Sampson describes the various types of data types in MySQL.
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Identifying Optimization Strategies for InnoDB Usage
In this video; Aaron Sampson describes optimization strategies for InnoDB usage in MySQL.
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Identifying Queries Requiring Optimization
MySQL uses a query optimization process to retrieve data efficiently by examining the code that has been entered against the underlying data that needs to be retrieved. In this video; Aaron Sampson discusses a few techniques that can optimize queries and reduce the amount of time to retrieve data.
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Implementing Replication
In this video; Aaron Sampson describes the steps involved in implementing MySQL replication.
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Importing a Database
In this video; Aaron Sampson demonstrates how to import a database by using the Data Import/Restore feature of MySQL.
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Indexing - Best Practices
In this video; Aaron Sampson discusses indexing best practices for MySQL database queries.
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InnoDB v. MyISAM
Several storage engines are available for MySQL and the most common ones are InnoDB and MyISAM. In this video; Aaron Sampson outlines the differences between InnoDB and MyISAM.
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Query Optimizer
In this video; Aaron Sampson describes the MySQL Query Optimizer.
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Operating System Optimization
In this video; Aaron Sampson discusses how to optimize operating systems for MySQL servers.
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Optimizing AND Conditions
In this video; Aaron Sampson outlines the uses of AND condition to determine its effect on a query by changing the required indexes.
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Optimizing OR Conditions
In this video; Aaron Sampson demonstrates how to optimize the OR condition query in MySQL.
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Other Index Types
In this video; Aaron Sampson describes spatial index; full text index; TokuDB index; and InfiniDB index types in MySQL.
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Overview of Identifiers
In this video; Andy Alfred demonstrates how to work with the process object in Node.js.
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Partitioning Tables
In this video; Aaron Sampson describes how to check whether a table has been partitioned in MySQL.
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Performing a Backup
In this video; Aaron Sampson demonstrates how to perform a database backup using the mysqldump utility of MySQL.
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Performing a Recovery
In this video; Aaron Sampson demonstrates how to restore a backup in a command prompt environment in MySQL.
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Performing Data and Index Defragmentation
In this video; Aaron Sampson outlines the steps to perform data and index defragmentation.
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Performing Table and Index Maintenance
In this video; Aaron Sampson demonstrates performing table and index maintenance in MySQL.
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Planning for Disasters
In this video; Aaron Sampson describes how to plan for disasters and protect MySQL information in the event of disasters.
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Querying Data Using Subqueries
In MySQL; a subquery can be nested within another query in order to determine unknown values before the parent query is run. In this video; Aaron Sampson demonstrates how to query data by using subqueries.
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Querying Data Using the UNION Clause
The MySQL UNION statement is used to combine results from two or more queries into a single result set. In this video; Aaron Sampson demonstrates how to query data by using the UNION statement.
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Recovering Transactions
In this video; Aaron Sampson demonstrates how to recover transactions.
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Replication Configurations
In this video; Aaron Sampson describes replication configuration in MySQL.
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Securing Backups and Logs
In this video; Aaron Sampson describes how to secure and encrypt backups in MySQL.
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Selecting a Storage Engine
Storage engines and server optimization are directly linked to the performance; stability; and protection of MySQL databases. In this video; Aaron Sampson describes how to identify the storage engine that best supports the desired performance features.
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Server Hardware Optimization
In this video; Aaron Sampson discusses how to optimize server hardware for MySQL databases.
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Setting Transaction Isolation Levels
In this video; Aaron Sampson demonstrates how to change transaction isolation levels in MySQL.
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The Recovery Process
In this video; Aaron Sampson discusses backup and recovery types for MySQL servers.
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Tuning Servers
MySQL is a database management system that runs on both the web and a server. In this video; Aaron Sampson describes the considerations involved in tuning MySQL Servers.
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Understanding ACID Transactions
In this video; Aaron Sampson outlines the Autonomous; Consistent; Isolated; and Durable (ACID) transactions.
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Understanding Backup and Recovery
In this video; Aaron Sampson describes the importance of backup and recovery in MySQL.
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Understanding Before and After Triggers
In MySQL; triggers are statements stored in the database; and they are executed when a particular event occurs for the table. In this video; Aaron Sampson discusses BEFORE and AFTER triggers.
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Understanding Benchmarks and Profiling
The performance of MySQL servers is a key component in maintaining a stable; consistent; and secure database. In this video; Aaron Sampson describes how to determine the performance of systems and identify where improvements can be made.
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Understanding Clustered Indexes
When you use InnoDB storage engine; every table has a clustered index. In this video; Aaron Sampson describes the clustered indexes in MySQL.
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Understanding Constraints
After watching this video; you will be able to recognize how constraints help to ensure the integrity and consistency of your tables.
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Understanding Covered Indexes
In this video; Aaron Sampson explains the concept of covering indexes.
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Understanding Data and Index Fragmentation
In this video; Aaron Sampson describes the concept of data and index fragmentation in MySQL.
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Understanding DCL Statements
In this video; Aaron Sampson describes the use of Data Control Language; or DCL statements; used to assign user permissions to database objects.
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Understanding Hash Indexes
In this video; Aaron Sampson outlines the uses of hash indexes in MySQL.
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Understanding Index Maintenance
Keeping the database indexes and tables updated and running at peak performance requires users to maintain the indexes. In this video; Aaron Sampson describes index maintenance in MySQL.
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Understanding Index Structure
Index structures can have a great impact on the performance of a database. In this video; Aaron Sampson describes the types of index structures available in MySQL.
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Understanding Indexes
Indexes are used to traverse through information and locate required content effectively in a limited period of time. In this video; Aaron Sampson outlines the use of indexes in MySQL.
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Understanding Input and Output Parameters
In this video; Aaron Sampson explains the IN; OUT; and INOUT parameters for MySQL.
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Understanding Join Types
In this video; Aaron Sampson demonstrates how to recognize and define Join Types.
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Understanding Locks and Deadlocks
In this video; Aaron Sampson describes the concept of locks and deadlocks in MySQL.
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Understanding Metadata
In this video; Aaron Sampson describes metadata in MySQL.
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Understanding Operating System Security
In this video; Aaron Sampson describes operating system security in MySQL.
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Understanding Optimizer Hints
In this video; Aaron Sampson explains how to use hints to improve Query Optimizer performance using MySQL.
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Understanding Partitions
In this video; Aaron Sampson describes the concept of partitioning large objects into smaller ones to enhance the performance in MySQL.
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Understanding Prepared Statements
In this video; Aaron Sampson describes prepared statements in MySQL.
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Understanding Query Analysis Tools
In this video; Aaron Sampson describes the query analysis tools.
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Understanding Replication
In this video; Aaron Sampson describes the concept of replication in MySQL.
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Understanding Secondary Indexes
In this video; Aaron Sampson describes the concept of secondary indexes in MySQL.
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Understanding Security
In this video; Aaron Sampson describes the various features used to protect and secure databases in MySQL.
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Understanding SHOW GLOBAL STATUS
In this video; Aaron Sampson outlines the uses of SHOW STATUS and SHOW GLOBAL STATUS statements in MySQL.
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Understanding Statistics
In this video; Aaron Sampson outlines the use of statistics in MySQL.
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Understanding Storage Engines
In this video; Aaron Sampson describes the features of a storage engine in MySQL.
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Understanding Stored Procedure Recursion
In MySQL; recursion is the ability of a stored procedure to reference or call itself repeatedly until the execution of the code is complete. In this video; Aaron Sampson discusses stored procedure recursion.
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Understanding Stored Procedures vs. Stored Functions
In this video; Aaron Sampson describes how to recognize the difference between stored procedures and stored functions in MySQL.
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Understanding the EXPLAIN Statement
In this video; Aaron Sampson demonstrates how to use the EXPLAIN statement.
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Understanding the Syntax for Subqueries
In MySQL; a subquery is a query that is nested inside of another query. In this video; Aaron Sampson describes the syntax for subqueries.
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Using Comments in Statements
In this video; Aaron Sampson describes the purpose of comments and demonstrates the use of different comment characters in MySQL statements.
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Using Different Storage Engines
In this video; Aaron Sampson demonstrates how to alter the default storage engine.
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Using Expressions and Functions for Data Types
In this video; Aaron Sampson demonstrates how to use expressions and functions for data types.
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Using Full Joins
In this video; Aaron Sampson demonstrates how to get a full join in MySQL.
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Using Index Hints
In this video; Aaron Sampson demonstrates how to use index hints in MySQL.
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Using INFORMATION_SCHEMA
In this video; Aaron Sampson demonstrates the functionality of INFORMATION_SCHEMA Tables in MySQL.
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Using Inner Joins
After watching this video; you will be able to use INNER JOINS to retrieve data from multiple SQL Server tables.
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Using Input/Output Parameters
In this video; Aaron Sampson describes the use of input and output parameters to create a stored procedure.
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Using Outer Joins
After watching this video; you will be able to use OUTER JOINS to retrieve data from multiple SQL Server tables.
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Using Prepared Statements
The PREPARE statement in MySQL creates reusable code that can be run as many times as needed without having to reoptimize; reparse; and recache the results every time it is executed. In this video; Aaron Sampson demonstrates how to use the PREPARE statement.
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Using PRIMARY/FOREIGN Keys
In this video; Aaron Sampson describes how to use Primary and Foreign Keys to implement integrity in MySQL records.
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Using Profiling Tools
MySQL offers many profiling tools that are designed specifically for gathering performance data so that you can understand better how the systems are performing. In this video; Aaron Sampson discusses profiling tools in MySQL.
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Using SHOW GRANTS
In this video; Aaron Sampson describes how to use the show grants statement in MySQL.
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Using SHOW PRIVILEGES
In this video; Aaron Sampson describes the use of show privileges statement in MySQL.
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Using the Grant Statement
In this video; Aaron Sampson demonstrates how to use the GRANT statement.
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Using the load data Statement to Import Data
The load data statement is an efficient way of importing large amounts of data into MySQL tables. In this video; Aaron Sampson demonstrates how to use the load data statement to import data into a table.
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Using the REPLACE statement to Insert Data
The REPLACE statement in MySQL can be used to insert or update data in a database table. In this video; Aaron Sampson demonstrates how to use the REPLACE statement.
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Using the Revoke Statement
In this video; Aaron Sampson demonstrates how to use the revoke statement.
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Using the SHOW INDEX Statement
In this video; Aaron Sampson demonstrates how to use the SHOW INDEXES statement to retrieve information about the index values in the MySQL database.
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Using the SHOW PROFILE Statement
In this video; Aaron Sampson demonstrates how to use the show profile statement to gather statistics on query execution time in MySQL.
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Using the Truncate Statement to Remove Data
The TRUNCATE statement can remove data from a table while preserving the table's structure. In this video; Aaron Sampson demonstrates how to use the TRUNCATE statement to remove data.
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Using Triggers for Security
In this video; Aaron Sampson demonstrates how to use triggers for security in MySQL.
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Using UNIQUE Indexes
In this video; Aaron Sampson demonstrates the use of unique indexes in ensuring data integrity in MySQL.
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Using Views for Security
In this video; Aaron Sampson demonstrates the use of view statement to secure information in MySQL.
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Viewing Metadata for Database Objects Using Various Methods
Metadata is descriptive information about an individual data item. In this video; Aaron Sampson demonstrates how to view metadata for database objects.
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Adding a Mutation to a BatchWriter
After watching this video; you will be able to add a Mutation object to BatchWriter to insert data.
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Applying Permissions to Users
After watching this video; you will be able to apply permissions to user accounts for system and table access and view the permissions a user has.
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Authentication; Permissions; and Authorization
After watching this video; you will be able to describe how security is implemented in Accumulo through authentication; permissions; and authorization.
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Basic Table Design
After watching this video; you will be able to design a basic table for Accumulo.
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Cloning Tables
After watching this video; you will be able to clone tables.
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Configuration (Part 1)
After watching this video; you will be able to edit the Accumulo configuration file and configure the memory settings.
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Configuration (Part 2)
After watching this video; you will be able to build the native maps.
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Configuration (Part 3)
After watching this video; you will be able to configure the cluster specifications and specify Accumulo setting values.
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Configuring a Proxy
After watching this video; you will be able to describe the prerequisites for a proxy and configure it.
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Configuring Classpath
After watching this video; you will be able to configure classpath to include the jars that Accumulo depends on.
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Configuring Iterators Using the Client API
After watching this video; you will be able to set iterators using the Client API.
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Configuring Iterators Using the Shell
After watching this video; you will be able to set iterators using the Shell.
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Configuring Table Compaction Settings
After watching this video; you will be able to configure the table compaction settings to manage tablet compaction and the files within.
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Connecting to Accumulo
After watching this video; you will be able to connect to Accumulo using a client.
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Considerations for Writing Applications
After watching this video; you will be able to describe the considerations for writing applications.
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Creating a Mutation
After watching this video; you will be able to create a Mutation object to write data.
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Creating a Proxy Client
After watching this video; you will be able to create a proxy client.
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Creating Constraints
After watching this video; you will be able to create constraints on tables to limit the data insert through a mutation.
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Creating Indexes and Managing Tables
After watching this video; you will be able to create secondary indexes and manage tables in Accumulo.
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Creating Indexes Partitioned by Documents
After watching this video; you will be able to create indexes partitioned by documents to group together documents for querying multiple terms.
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Creating Indexes Partitioned by Term
After watching this video; you will be able to create indexes partitioned by terms to query data using a specific term.
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Creating Locality Groups
After watching this video; you will be able to create locality groups using the Shell and Client API.
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Creating Table Split Points
After watching this video; you will be able to add split points to create new tablets to improve performance.
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Creating Tables
After watching this video; you will be able to create tables using the Shell.
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Creating User Accounts
After watching this video; you will be able to create user accounts in the Accumulo shell.
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Deleting Data
After watching this video; you will be able to delete data through a client.
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Deleting Ranges of Data
After watching this video; you will be able to delete ranges of data from tablets.
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Enabling Bloom Filters
After watching this video; you will be able to enable bloom filters.
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Exporting Tables
After watching this video; you will be able to export tables to another Accumulo cluster.
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File Formats
After watching this video; you will be able to describe the file format; Locality groups; bloom filters and caching.
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Getting Started with the Shell
After watching this video; you will be able to start the shell and get help on shell commands.
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Granting Authorizations to Users
After watching this video; you will be able to grant authorizations to user accounts.
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Handling Errors During Insert Operations
After watching this video; you will be able to handle errors during insert operations with the BatchWriter.
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Hardware Requirements
After watching this video; you will be able to identify the hardware requirements for Accumulo.
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Indexing Data Types and Other Values
After watching this video; you will be able to index data types; IP addresses; dates; and domain names.
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Initialize; Start; and Stop Accumulo
After watching this video; you will be able to initialize; start; and stop Accumulo; as well as check its status.
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Inserting Data into Tables
After watching this video; you will be able to insert data into tables using the Shell.
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Installation
After watching this video; you will be able to install Accumulo.
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Installing Accumulo and Creating a Table
After watching this video; you will be able to install Accumulo and configure it; and create a table using the Shell.
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Merging Tablets
After watching this video; you will be able to merge tablets.
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Overview of Indexing
After watching this video; you will be able to describe indexing in Accumulo.
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Performing Joins
After watching this video; you will be able to perform joins between Accumulo tables.
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Pre-Installation Requirements
After watching this video; you will be able to identify the operating system requirements; Linux file system; and system services.
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Preparation for Bulk Loading
After watching this video; you will be able to prepare information for bulk loading.
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Querying a Document-partitioned Index
After watching this video; you will be able to query a document-partitioned index using a BatchScanner with an intersecting Iterator to find relevant pages in each partition.
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Querying a Term-partition Index
After watching this video; you will be able to query a term-partitioned index for a particular term or a specific value for a field.
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Reading; Writing; and Deleting Data
After watching this video; you will be able to read; write; delete; and update data using a client API in Accumulo.
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Scanning a Table for Data
After watching this video; you will be able to scan a table for data using the scan command using the Shell.
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Setting Column Visibilities on Tables
After watching this video; you will be able to set the column visibilities on tables to determine which key-values pairs are visible.
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The Data Model
After watching this video; you will be able to describe the Accumulo data model.
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The Read and Write API
After watching this video; you will be able to describe how the read and write API works to communicate with Accumulo.
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Understanding the Additional Architecture Components
After watching this video; you will be able to describe the garbage collector; monitor; tracer and client.
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Understanding the Master
After watching this video; you will be able to describe the main function of the Master.
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Understanding the Tablet Server
After watching this video; you will be able to describe the read and write path and the Resource manager.
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Understanding the Tablet Server Part 2
After watching this video; you will be able to describe the compactions and the write-ahead logs.
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Updating Data
After watching this video; you will be able to update data through a client.
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Using a BatchScanner
After watching this video; you will be able to use a BatchScanner to retrieve several rows simultaneously.
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Using a Combiner with MapReduce
After watching this video; you will be able to use a combiner inside a MapReduce job for aggregation.
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Using a Proxy Client
After watching this video; you will be able to use a proxy client by connecting; creating a table; and adding data.
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Using a Scanner to Read Data
After watching this video; you will be able to use a scanner to read data through a client.
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Using an Isolated Scanner
After watching this video; you will be able to use an isolated scanner to present an isolated view of rows when scanning.
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Using Built-in Combiners
After watching this video; you will be able to use built-in combiners to combine all versions of a key-value pair.
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Using Filters to Limited Data
After watching this video; you will be able to apply a filter policy when scanning data using different types of Filters.
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Using MapReduce and Configuring Security
After watching this video; you will be able to use MapReduce and configure security in Accumulo.
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Using MapReduce to Read Accumulo Tables
After watching this video; you will be able to use MapReduce to read information in Accumulo tables.
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Using MapReduce to Write Accumulo Tables
After watching this video; you will be able to use a MapReduce job to write entries to Accumulo tables.
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Using Range
After watching this video; you will be able to use Range to create a range covering all keys that match portions of a given key exactly.
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Using TableOperation to Create Tables
After watching this video; you will be able to use the TableOperation object to create tables.
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Using the ConditionalWriter
After watching this video; you will be able to use the ConditionalWriter to perform read-write operations on a row.
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Using the VersionIterator
After watching this video; you will be able to use the VersionIterator to manage versioned data through timestamps within the Key.
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Using Versioning
After watching this video; you will be able to use versioning to keep several versions of data on disk.
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Writing Client APIs and Using Tables
After watching this video; you will be able to write client APIs and uses Accumulo Tables.
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CAP Theorem
After watching this video; you will be able to describe CAP theorem and the choices made by Cassandra.
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Cassandra Cluster Admin
After watching this video; you will be able to describe the statistics and management operations exposed via Java Management Extensions.
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Configuring a Cluster with CCM
After watching this video; you will be able to install Apache Cassandra; Install CCM; and create a cluster.
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Connecting to the Cluster
After watching this video; you will be able to connect to an Apache Cassandra cluster programmatically from Java.
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CQL Shell
After watching this video; you will be able to execute CQL commands in Apache Cassandra using cqlsh.
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Creating a Cluster with CCM
After watching this video; you will be able to create a cluster with Apache Cassandra Cluster Manager.
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Deleting from Java
After watching this video; you will be able to delete from Apache Cassandra programmatically from Java.
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Helenos
After watching this video; you will be able to describe the administration functions of Helenos in Apache Cassandra.
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Important Files and Folders
After watching this video; you will be able to list the important files and folders in an Apache Cassandra installation.
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Installing Cassandra
After watching this video; you will be able to install Apache Cassandra on Debian and RPM based systems.
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Installing CCM
After watching this video; you will be able to install Apache Cassandra Cluster Manager.
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Installing the Cassandra Jar
After watching this video; you will be able to set up a Java project with the Cassandra driver Jar file.
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nodetool
After watching this video; you will be able to describe the functions of Apache Cassandra nodetool.
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OpsCenter
After watching this video; you will be able to describe the administration functions of OpsCenter in Apache Cassandra.
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Querying from Java
After watching this video; you will be able to query Apache Cassandra programmatically from Java.
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SPM
After watching this video; you will be able to describe the monitoring functions of SPM in Apache Cassandra.
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Starting a Node
After watching this video; you will be able to start an Apache Cassandra node.
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Starting and Stopping an Instance
After watching this video; you will be able to start and stop a Cassandra instance.
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The Big Data Challenge
After watching this video; you will be able to describe the big data challenge that Cassandra is designed to address.
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The Cassandra Solution
After watching this video; you will be able to describe the solution to the problem that Cassandra represents.
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The Partitioning Process
After watching this video; you will be able to describe the partitioning process in Apache Cassandra.
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Troubleshooting CCM
After watching this video; you will be able to troubleshoot common issues with Apache Cassandra Cluster Manager.
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Updating from Java
After watching this video; you will be able to update Apache Cassandra programmatically from Java.
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Upgrading a Cluster with CCM
After watching this video; you will be able to upgrade a cluster with Apache Cassandra Cluster Manager.
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Using CCM Commands
After watching this video; you will be able to use the command line to work with Apache Cassandra Cluster Manager.
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Accessing HBase
After watching this video; you will be able to identify the various methods to access HBase through clients.
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Accessing Other HBase Tables within a MapReduce Job
After watching this video; you will be able to access other HBase tables from within a MapReduce job by creating a Table instance in the setup method of Mapper.
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Accessing the Web-Based Management Console
After watching this video; you will be able to access and navigate the web-based management console for HBase.
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Adding a New Node
After watching this video; you will be able to add a new node to HBase.
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Adding Data to a Table
After watching this video; you will be able to add data to an HBase table using the put shell command.
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Adding Data Using the add() Option
After watching this video; you will be able to add data to an HBase table using the add() method in the Put instance.
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Altering a Table's Properties
After watching this video; you will be able to alter an HBase table's properties.
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Bulk Loading Data
After watching this video; you will be able to Use MapReduce to bulk load data directly into HBase file system by bypassing the HBase API.
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Checking the Status of the HBase Instance
After watching this video; you will be able to use the HBaseAdmin API to check the status of the master server; connection instance; and the configuration used by the instance.
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Compaction and Splits
After watching this video; you will be able to describe minor and major compaction and Region splitting.
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Completing a Major Compaction Manually
After watching this video; you will be able to complete a major compaction using the HBase shell.
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Creating a Put Class Instance
After watching this video; you will be able to create a Put class instance with a rowkey to store data in an HBase table.
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Creating Tables Using the Client Java API
After watching this video; you will be able to create tables using the client Java API.
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Creating Tables Using the Shell
After watching this video; you will be able to create a table using the shell in Hbase.
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Data Replication
After watching this video; you will be able to describe how data replication is used in HBase.
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Deleting Data From a Table
After watching this video; you will be able to delete data from an HBase table.
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Deleting Tables
After watching this video; you will be able to disable and delete tables from HBase.
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Designing Rowkeys for Tables
After watching this video; you will be able to design rowkeys for HBase tables.
-
Designing Tables
After watching this video; you will be able to identify the considerations and practices that go into designing an HBase table.
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Disabling; Enabling; and Dropping a Table
After watching this video; you will be able to enable; disable; and drop a table using the shell in Hbase.
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Exercise - Installing HBase
After watching this video; you will be able to install; configure; and secure Hbase.
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Exporting and Restoring Snapshots
After watching this video; you will be able to export and restore a snapshot to another cluster.
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Hadoop's MapReduce Integration with HBase
After watching this video; you will be able to describe MapReduce and how it is integrated with Hbase.
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HBase Filesystems
After watching this video; you will be able to describe the filesystems used for HBase.
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HBase Hardware Requirements
After watching this video; you will be able to identify the hardware requirements for HBase.
-
HBase Installation Modes
After watching this video; you will be able to describe the different HBase installation modes.
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HBase Schema Overview
After watching this video; you will be able to describe the HBase schema.
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HBase Software Requirements
After watching this video; you will be able to identify the software requirements for HBase.
-
HFiles and Regions
After watching this video; you will be able to describe the HFile and Region components and their functionalities in the HBase architecture.
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Implementing Comparison Filters
After watching this video; you will be able to use comparison filters to limit the scan results using comparison operators and comparator instance.
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Implementing Custom Filters
After watching this video; you will be able to use custom filters to extend or change the behavior of an existing filter to achieve a more fine-grained control over the scan results.
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Implementing Utility Filters
After watching this video; you will be able to use utility filters that extend the FilterBase class to filter scan results.
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Installing HBase in Fully Distributed Mode
After watching this video; you will be able to install HBase in fully distributed mode.
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Installing HBase in Local Mode
After watching this video; you will be able to install HBase in local mode.
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Listing the User Space Tables
After watching this video; you will be able to view a list of all the user space tables in HBase and the instance for the table.
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Managing Data Using a Client API
After watching this video; you will be able to create an HBase table and insert; update; delete; and retrieve data using the Java Client API.
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Managing HBase
After watching this video; you will be able to perform HBase cluster and node maintenance.
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Merging Adjoining Regions
After watching this video; you will be able to merge regions in the same table using the Merge utility.
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Monitoring HBase
After watching this video; you will be able to view metrics to monitor HBase.
-
Overview of HBase
After watching this video; you will be able to describe HBase and its features.
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Performing a Backup on a Live Cluster
After watching this video; you will be able to perform a backup of HBase on a live cluster.
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Performing a Full Shutdown Backup
After watching this video; you will be able to perform a full shutdown backup of HBase.
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Performing a Restore
After watching this video; you will be able to restore HBase.
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Performing a Rolling Restart
After watching this video; you will be able to perform a rolling restart on the entire cluster.
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Retrieving Columns Using the Get Class
After watching this video; you will be able to use the addFamily() and addColumn () methods of the Get class.
-
Retrieving Specific Values From a Cell
After watching this video; you will be able to use the getValue() and getColumnLast() to retrieve specific values from a cell in an HBase table.
-
Retrieving Versions of Columns Using the Get Class
After watching this video; you will be able to use the setTimeRange(); setTimeStamp(); and setMaxVersions() methods of the Get class to retrieve versions of columns.
-
Scanning Rows Starting at a Specific Row or a Range
After watching this video; you will be able to use Scan() to read a table starting at a specific row or scan a range of rows from an HBase table.
-
Securing HBase
After watching this video; you will be able to secure HBase using authentication and authorization methods.
-
Splitting Map Tasks When Sourcing an HBase Table
After watching this video; you will be able to use the getSplits method of the TableInputFormatBase class to create custom splitters when using an HBase table as a data source.
-
Stopping and Decommissioning a RegionServer
After watching this video; you will be able to stop and decommission a RegionServer.
-
Taking a Snapshot
After watching this video; you will be able to take a snapshot.
-
The Write-Ahead Log and MemStore
After watching this video; you will be able to describe the functionality of the WAL and MemStore in an HBase architecture.
-
Time to Live and Deleted Cells
After watching this video; you will be able to determine which rows and cells to keep after deletion from a table.
-
Using a Snapshot to Clone a Table
After watching this video; you will be able to use a snapshot to clone a table and move it to another cluster.
-
Using Constructors to Narrow Search Results
After watching this video; you will be able to use different methods to further narrow search results from a Scan constructor.
-
Using Counters
After watching this video; you will be able to increment the counter using the incr shell command and get the counter value using get_counter.
-
Using getScanner() Method
After watching this video; you will be able to use the getScanner() methods to get the instance of a scan and browse the results.
-
Using HBase as a Data Sink for MapReduce Jobs
After watching this video; you will be able to use the TableOutPutFormat class to set up a table as an output to the MapReduce process using HBase as the data sink.
-
Using HBase as a Data Source for MapReduce Jobs
After watching this video; you will be able to use the TableInputFormat class to set up a table as an input to a MapReduce process using HBase as the data source.
-
Using List with the Get Class
After watching this video; you will be able to use List with the Get class to return a list of values in a batch.
-
Using Scan() to Read an Entire Table
After watching this video; you will be able to use Scan() to read an entire HBase table.
-
Using the Get Class
After watching this video; you will be able to use the Get class to read data from an HBase table.
-
Using the get() and has() Method
After watching this video; you will be able to use the get() and has() method to check the existence of a column in an HBase table.
-
Using the HBase Shell
After watching this video; you will be able to get started with using the HBase Shell.
-
Using the ResultScanner Class
After watching this video; you will be able to use the ResultScanner class to retrieve the rows from the scanner.
-
Using the scan and get Commands
After watching this video; you will be able to use the scan and get shell commands to retrieve data from an HBase table.
-
Using Timestamp with Put for Versioning
After watching this video; you will be able to specify a timestamp within a Put constructor to specify different versions.
-
Versions; DataTypes; and Joins
After watching this video; you will be able to design the schema to support versions; different datatypes; and joins.
-
Add New Topics
After watching this video; you will be able to add a new topic in Apache Kafka.
-
Adding and Removing a Broker
After watching this video; you will be able to add and remove a broker in Apache Kafka.
-
Async Producers
After watching this video; you will be able to describe the AsyncProducer API in Apache Kafka.
-
Balancing Data and Partitions for Performance
After watching this video; you will be able to move data and partitions in Apache Kafka for performance purposes.
-
Batching Messages
After watching this video; you will be able to batch messages in Apache Kafka.
-
Broker Configuration Settings
After watching this video; you will be able to configure Apache Kafka brokers.
-
Broker Discovery
After watching this video; you will be able to configure broker discovery in Apache Kafka.
-
Brokers
After watching this video; you will be able to describe Apache Kafka brokers.
-
Building a Custom Serializer
After watching this video; you will be able to build a custom serializer in Apache Kafka.
-
Configuring Compression
After watching this video; you will be able to configure compression in Apache Kafka.
-
Consumer Configuration Settings
After watching this video; you will be able to configure Apache Kafka consumers.
-
Consumers
After watching this video; you will be able to describe Apache Kafka consumers.
-
Creating a Producer and a Consumer
After watching this video; you will be able to configure a broker and create a producer and a consumer in Apache Kafka.
-
Deployment Overview
After watching this video; you will be able to describe the main options to deploy Apache Kafka.
-
Disk Throughput Tuning
After watching this video; you will be able to tune Linux systems disk throughput for Apache Kafka.
-
Hadoop Consumer API
After watching this video; you will be able to describe the Hadoop consumer API for reading from Apache Kafka.
-
Hardware Specifications
After watching this video; you will be able to describe common hardware and OS specifications and their impact in Apache Kafka.
-
High-Level Consumer API
After watching this video; you will be able to describe the high-level consumer API for reading from Apache Kafka.
-
JVM Tuning
After watching this video; you will be able to tune the Java VM for Apache Kafka.
-
Kafka Architecture
After watching this video; you will be able to Describe the architecture of Apache Kafka.
-
Kafka Offset Monitor
After watching this video; you will be able to monitor Apache Kafka using the offset monitor.
-
Kafka Test Suites
After watching this video; you will be able to use Apache Kafka test suites for testing.
-
Kafka Web Console
After watching this video; you will be able to monitor Apache Kafka using the Web Console.
-
Kernel Tuning
After watching this video; you will be able to tune the Linux kernel for Apache Kafka.
-
Keyed and Non-Keyed Messages
After watching this video; you will be able to specify keyed and non-keyed messages in Apache Kafka .
-
Message Acknowledgement
After watching this video; you will be able to configure message acknowledgement; or acking; in Apache Kafka.
-
Monitoring with Graphite
After watching this video; you will be able to monitor Apache Kafka using Graphite.
-
Monitoring with JMX
After watching this video; you will be able to monitor Apache Kafka using JMX.
-
Operating
After watching this video; you will be able to configure and manage Apache Kafka.
-
Partitions
After watching this video; you will be able to describe Apache Kafka topics.
-
Producer API
After watching this video; you will be able to describe the producer API in Apache Kafka.
-
Producer Configuration Settings
After watching this video; you will be able to configure Apache Kafka producers.
-
Producers
After watching this video; you will be able to describe Apache Kafka producers.
-
Puppet Deployment
After watching this video; you will be able to deploy Apache Kafka to Puppet.
-
Red Hat and CentOS Deployment
After watching this video; you will be able to deploy Apache Kafka to Red Hat and CentOS.
-
Replicas
After watching this video; you will be able to describe Apache Kafka replicas.
-
Scaling Consumers
After watching this video; you will be able to scale a consumer in Apache Kafka.
-
Scaling Producers
After watching this video; you will be able to scale a producer in Apache Kafka.
-
Simple Consumer API
After watching this video; you will be able to describe the simple consumer API for reading from Apache Kafka.
-
Sync Producers
After watching this video; you will be able to describe the SyncProducer API in Apache Kafka.
-
Topics
After watching this video; you will be able to describe Apache Kafka partitions.
-
Using Kafka Log Files
After watching this video; you will be able to monitor Apache Kafka using the log files.
-
What is Kafka?
After watching this video; you will be able to describe the function of Apache Kafka.
-
Building and Verifying
After watching this video; you will be able to describe data modeling points of view and modeling process flows.
-
Calculating Cube Size and Measures
After watching this video; you will be able to describe how to optimize cube.
-
Cardinality and Cubes
After watching this video; you will be able to describe basics of the concepts of cardinality and cubes in Apache Kylin.
-
Cardinality and Data
After watching this video; you will be able to explain cardinality and data and how it relates to Apache Kylin cubes.
-
Cube Build Steps
After watching this video; you will be able to identify Kylin as Apache incubator based on Calcite.
-
Cube Builds and Ordering
After watching this video; you will be able to list the measures currently supported in Kylin.
-
Cube Optimization
After watching this video; you will be able to describe how to build cube.
-
Designing Dimensions
After watching this video; you will be able to list and describe design dimensions.
-
Features of Kylin
After watching this video; you will be able to identify main components in Kylin Architecture.
-
How Cubes Work
After watching this video; you will be able to describe how cubes work.
-
How Kylin Processes Data
After watching this video; you will be able to identify how Apache Kylin processes data requests.
-
Introduction to Hadoop
After watching this video; you will be able to describe what Apache Kylin is; and the challenges and business needs for big data analysis.
-
Introduction to Kylin
After watching this video; you will be able to describe what Apache Kylin is; and the challenges and business needs for big data analysis.
-
Introduction to OLAP Cubes
After watching this video; you will be able to describe how cubes work.
-
Kylin Components
After watching this video; you will be able to identify main components in Kylin Architecture.
-
Kylin Cubes and Star Schema
After watching this video; you will be able to explain cubes and star schema in Kylin cube designing.
-
Kylin Performance
After watching this video; you will be able to explain the features that contribute to Kylin's performance.
-
Measures
After watching this video; you will be able to describe how to build and verify cube.
-
Other Features
After watching this video; you will be able to recognize additional Kylin features.
-
Pre-Join and Pre-Aggregation
After watching this video; you will be able to describe how storage engine works.
-
Star Schema
After watching this video; you will be able to define the star schema in Kylin cube designing.
-
Steps for Building a Cube
After watching this video; you will be able to define starting steps in Kylin cube designing.
-
Strategies for Kylin
After watching this video; you will be able to describe possible strategies for building an OLAP engine; its limitations as well as the Kylin approach to reaching goals .
-
Types of Dimensions
After watching this video; you will be able to define why order of dimensions is important step in cube design.
-
Why Kylin?
Why Kylin?
-
Analyzing with Frequent Pattern Mining
After watching this video; you will be able to perform analysis with frequent pattern mining.
-
Building Graphs
After watching this video; you will be able to build graphs.
-
Clustering with K-means
After watching this video; you will be able to perform clustering with K-means.
-
Clustering with Latent Dirichlet allocation (LDA)
After watching this video; you will be able to perform clustering with LDA.
-
Configuring Twitter Input Streams
After watching this video; you will be able to configure Twitter input streams.
-
Consuming Kafka Input Streams
After watching this video; you will be able to describe how Kafka input streams are consumed.
-
Creating Custom Accumulators
After watching this video; you will be able to create custom accumulators.
-
Creating DataFrames
After watching this video; you will be able to create dataframes.
-
Creating Decision Trees
After watching this video; you will be able to create decision trees.
-
Defining Lazy Evaluation
After watching this video; you will be able to define lazy evaluation as it relates to Spark.
-
Deploying Applications
After watching this video; you will be able to deploy applications.
-
Describing Data Types
After watching this video; you will be able to describe data types.
-
Describing Receiver Reliability
After watching this video; you will be able to describe receiver reliability.
-
Determining Memory Consumption
After watching this video; you will be able to determine memory consumption.
-
Enabling and Configuring Checkpointing
After watching this video; you will be able to enable and configure checkpointing.
-
Examining Basic Statistics
After watching this video; you will be able to recall the basic statistics.
-
Examining Discretized Streams
After watching this video; you will be able to describe what a DStream is.
-
Examining RDD Lineage
After watching this video; you will be able to recall that RDD is an interface comprised of a set of partitions; list of dependencies; and functions to compute.
-
Examining the Load and Save Functions
After watching this video; you will be able to describe the generic load and save functions.
-
Examining the Property Graph
After watching this video; you will be able to describe the property graph.
-
Examining the Semantics of Fault Tolerance
After watching this video; you will be able to describe fault-tolerance semantics.
-
Examining Vertex and Edge RDDs
After watching this video; you will be able to describe vertex and edge RDDs.
-
Exploring Linear SVMs
After watching this video; you will be able to describe linear SVMs.
-
Exploring the Graph Operators
After watching this video; you will be able to describe the graph operators.
-
Exposing RDDs as Distributed Lists
After watching this video; you will be able to expose RDDs as distributed lists.
-
Implementing Custom Input Streams
After watching this video; you will be able to implement custom input streams.
-
Ingesting Flume Input Streams
After watching this video; you will be able to recall how Flume input streams are ingested.
-
Ingesting TCP Socket Input Streams
After watching this video; you will be able to recall how TPC socket input streams are ingested.
-
Installing SparkR
After watching this video; you will be able to install SparkR.
-
Interoperating with DataFrames
After watching this video; you will be able to describe the k-means algorithm and how it's used for partitioning.
-
Interoperating with RDDs
After watching this video; you will be able to interoperate with RDDs.
-
Measuring Vertices with PageRank
After watching this video; you will be able to measure vertices with PageRank.
-
Messaging with Pragel API
After watching this video; you will be able to perform messaging with Pragle API.
-
Minimizing Memory Usage of Reduce Tasks
After watching this video; you will be able to use Spark's different shuffle operations to minimize memory usage of reduce tasks.
-
Optimizing Broadcasts
After watching this video; you will be able to use broadcast functionality for optimization.
-
Optimizing Representation through Partitioning
After watching this video; you will be able to optimize representation through partitioning.
-
Perform Transformations on DStreams
After watching this video; you will be able to perform transformations on Dstreams.
-
Performing Analytics with Neighborhood Aggregation
After watching this video; you will be able to perform analytics with Neighborhood aggregation.
-
Performing Batch Importing
After watching this video; you will be able to perform batch import on a Spark cluster.
-
Performing Join Operations
After watching this video; you will be able to perform join operations.
-
Performing Logistic Regression
After watching this video; you will be able to perform logistic regression.
-
Performing Numeric Operations
After watching this video; you will be able to perform numeric operations on RDDs.
-
Performing Transform Operations
After watching this video; you will be able to perform transform operations.
-
Performing Window Operations
After watching this video; you will be able to perform Window operations.
-
Persisting Stream Data in Memory
After watching this video; you will be able to persist stream data in memory.
-
Piping to External Applications
After watching this video; you will be able to pipe to external applications.
-
Pre-partitioning RDDs
After watching this video; you will be able to pre-partition an RDD for performance.
-
Reading and Writing Data in Hive Tables
After watching this video; you will be able to read and write data in Hive tables.
-
Reading and Writing Data Using JDBC
After watching this video; you will be able to read and write data using JDBC.
-
Reading and Writing Parquet Files
After watching this video; you will be able to read and write Parquet files.
-
Reading File Input Streams
After watching this video; you will be able to describe how file input streams are read.
-
Receiving Akka Actor Input Streams
After watching this video; you will be able to recall how Akka Actor input streams are received.
-
Reducing Batch Processing Times
After watching this video; you will be able to reduce batch processing times.
-
Review of Spark Stack
After watching this video; you will be able to recall what is included in the Spark Stack.
-
Running on a Cluster
After watching this video; you will be able to run SparkR on a cluster.
-
Running SparkR
After watching this video; you will be able to run SparkR.
-
Running Thrift JDBC/ODBC Server
After watching this video; you will be able to run the Thrift JDBC/OCBC server.
-
Setting Batch Intervals
After watching this video; you will be able to set the right batch interval.
-
Setting the Levels of Parallelism
After watching this video; you will be able to set the levels of parallelism for each operation.
-
Setting Up Kinesis Input Streams
After watching this video; you will be able to set up Kinesis input streams.
-
Storing RDDs in Serialized Form
After watching this video; you will be able to store RDDS in serialized form.
-
Tuning Data Structures
After watching this video; you will be able to tune data structures to reduce memory consumption.
-
Tuning Garbage Collection
After watching this video; you will be able to adjust garbage collection settings.
-
Tuning Memory Usage
After watching this video; you will be able to tune memory usage.
-
Tuning Spark
After watching this video; you will be able to show the different ways to tune up Spark for better performance.
-
Use MLlib
After watching this video; you will be able to use the algorithms and utilities in MLlib.
-
Using Collaborative Filtering with ALS
After watching this video; you will be able to use collaborative filtering with ALS.
-
Using Data Frames and SQL Operations
After watching this video; you will be able to use DataFrame and SQL operations on streaming data.
-
Using Existing R Packages
After watching this video; you will be able to use existing R packages.
-
Using JSON Dataset as a DataFrame
After watching this video; you will be able to use JSON Dataset as a DataFrame.
-
Using Learning Algorithms with MLlib
After watching this video; you will be able to use learning algorithms with Mllib.
-
Using Naive Bayes
After watching this video; you will be able to use naïve bayes.
-
Using Output Operations on DStreams
After watching this video; you will be able to use output operations on Streams.
-
Using Parquet Files
After watching this video; you will be able to perform logistic regression to predict a binary response.
-
Using UpdateStateByKey Operations
After watching this video; you will be able to use the UpdateStateByKey operation.
-
Accumulators
After watching this video; you will be able to use accumulators in Spark operations.
-
Broadcast Variables
After watching this video; you will be able to use broadcast variables in a Spark operation.
-
Cluster Scheduling Options
After watching this video; you will be able to describe options for scheduling resources across applications in a Spark cluster.
-
Configuring Fair Scheduler Pool Properties
After watching this video; you will be able to configure fair sheduler pool properties for a Spark context within a cluster.
-
Configuring Fair Sharing at Application Level
After watching this video; you will be able to describe how to enable a fair scheduler for fair sharing within an application in a Spark cluster.
-
Creating Distributed Datasets
After watching this video; you will be able to load external datasets to create RDDs.
-
Creating Parallelized Collections
After watching this video; you will be able to introduce RDDs and create a parallelized collection to generate an RDD.
-
Deploying to a Cluster
After watching this video; you will be able to deploy a Spark application to a cluster.
-
Downloading and Installing Apache Spark
After watching this video; you will be able to download and install Apache Spark on Windows 8.1 Pro N.
-
Downloading and Installing Apache Spark on Mac OS X Yosemite
After watching this video; you will be able to download and install Apache Spark on Mac OS X Yosemite.
-
Getting Started with Spark GraphX
After watching this video; you will be able to use basic Spark GraphX to work with graphs in a Spark application.
-
Getting Started with Spark SQL
After watching this video; you will be able to use basic Spark SQL for data queries in a Spark application.
-
Initializing Spark
After watching this video; you will be able to create a SparkContext to initialize Apache Spark.
-
Linking an Application with Spark
After watching this video; you will be able to link an application to Spark.
-
Loading and Saving Spark Data
After watching this video; you will be able to use different formats for loading and saving Spark data.
-
Monitoring with Web UIs
After watching this video; you will be able to describe how to monitor a Spark application or cluster with web UIs.
-
Overview of Cluster Mode
After watching this video; you will be able to describe how Spark applications run in a cluster.
-
Overviewing Spark
After watching this video; you will be able to describe Apache Spark and the main components of a Spark application.
-
Passing Functions to Spark
After watching this video; you will be able to use anonymous function syntax and use static methods in a global singleton to pass functions to Spark.
-
RDD Actions
After watching this video; you will be able to describe some of the actions supported by Spark and use actions.
-
RDD Persistence
After watching this video; you will be able to persist Spark RDDs.
-
RDD Transformations
After watching this video; you will be able to distinguish transformations and actions; describe some of the transformations supported by Spark and use transformations.
-
Unit Testing
After watching this video; you will be able to unit test a Spark application.
-
Working with Key-Value Pairs
After watching this video; you will be able to work with key-value pairs .
-
Working with the Spark Shell
After watching this video; you will be able to use the Spark shell for analyzing data interactively.
-
A Simple Trident Topology
After watching this video; you will be able to use Trident for a simple topology.
-
Apache Hadoop Introduction
After watching this video; you will be able to describe Apache Hadoop's use with Storm.
-
Apache Storm – Getting Started
After watching this video; you will be able to describe in a higher scope; Apache Storm and its characteristics.
-
Apache Storm Architecture Basics
After watching this video; you will be able to test your knowledge of Apache Storm and the components of the system.
-
Apache Storm Operations
After watching this video; you will be able to describe the different operation modes of Storm.
-
Concept of Stream Groupings
After watching this video; you will be able to describe briefly stream groupings and their types.
-
Configuration of Parallelism of a Topology
After watching this video; you will be able to configure the parallelism of spout and bolt components in a Storm topology.
-
Deploying ZooKeeper in Standalone Mode
After watching this video; you will be able to deploy a ZooKeeper server in standalone mode and test it with a ZooKeeper client connection.
-
Developing a Simple Topology
After watching this video; you will be able to identify Storm components and their functionality in the source code for an example Storm application.
-
DRPC Operating Modes and Topology Types
After watching this video; you will be able to describe DRPC modes of operation and topology types.
-
Exploring Micro-batching with Storm Core APIs
After watching this video; you will be able to describe some options for using Storm's Core APIs to implement micro-batching in a Storm Core topology.
-
Features and Benefits of Apache Storm
After watching this video; you will be able to describe why Apache Storm is used.
-
Installing ZooKeeper
After watching this video; you will be able to install and set up ZooKeeper on a development machine.
-
Introducing Distributed RPC
After watching this video; you will be able to describe distributed RPC model and how it is used with Apache Storm.
-
Introduction to Apache Kafka
After watching this video; you will be able to describe the general architecture of Apahce Kafka.
-
Introduction to Guaranteed Message Processing
After watching this video; you will be able to describe the Guaranteed Messaging Process.
-
Introduction to the Storm UI
After watching this video; you will be able to describe the Storm UI home page.
-
Introduction to Trident
After watching this video; you will be able to describe briefly what Trident is and how it's used.
-
Managing Topology State
After watching this video; you will be able to describe topology state management with Trident.
-
Operations with Trident
After watching this video; you will be able to describe several operations of Trident.
-
Overview on Fault Tolerance
After watching this video; you will be able to describe the fault-tolerant characteristics of Storm.
-
Running a Storm Application Using Maven
After watching this video; you will be able to use Maven to compile and run a Storm application.
-
Setting Up a Production Cluster
After watching this video; you will be able to demonstrate the process of setting up a production Storm cluster.
-
Setting Up a ZooKeeper Ensemble
After watching this video; you will be able to describe the process for setting up and deploying a ZooKeeper cluster.
-
Setting Up Apache Storm Development Environment
After watching this video; you will be able to describe the setup process for an Integrated Storm development environment.
-
Setting Up Standalone ZooKeeper
After watching this video; you will be able to describe the installation and setup process for ZooKeeper as a standalone server.
-
Spouts More Detail
After watching this video; you will be able to identify a spout and its use in Storm.
-
Streams Introduction
After watching this video; you will be able to identify streams and their use in Storm.
-
The Apache Storm Components
After watching this video; you will be able to describe the Apache Storm architecture.
-
The Kafka Data Model
After watching this video; you will be able to describe Kafka components and data model.
-
The Parallelism Concepts of a Topology
After watching this video; you will be able to describe the process of configuring the parallelism of a topology.
-
The Trident Data Model
After watching this video; you will be able to describe Trident's data model and its use.
-
Tuples and Bolts in More Detail
After watching this video; you will be able to identify a tuple and a bolt and their use in Storm.
-
Using Apache Storm Stream Grouping Concepts
After watching this video; you will be able to use stream groupings in a Storm topology.
-
Using Trident Spouts To Manage State
After watching this video; you will be able to describe the different types of Trident spouts available for implementing fault-tolerant Trident state management.
-
Using Trident State APIs
After watching this video; you will be able to describe the different Trident State APIs available for implementing fault-tolerant Trident state management.
-
Yet Another Resource Negotiator and Apache Storm
After watching this video; you will be able to describe how Apache Storm applications can be run on Hadoop YARN clusters to leverage YARN resource management.
-
Analytics Team Members
The Big Data team is made up of various members; including data scientists; business analysts; and data analysts. These members all play a key role in the in the success of Big Data projects. In this video; Will Dailey demonstrates the roles of the team members who provide data analytics.
-
Analytics Use Cases
The analytics provided by Big Data technologies are extensive; insightful; and advantageous for a wide range of industries. In this video; Will Dailey demonstrates the most commonly used Big Data analytics; and their applications.
-
Apache Projects
In Big Data; you can have projects at various levels. Apache is responsible for organizing and managing these levels. In this video; Will Dailey introduces the basics of Apache projects.
-
Apache Software Foundation
The Apache Software Foundation consists of a group of software developers who develop free open source software. In this video; Will Dailey demonstrates the Apache Software Foundation's approach to distributing open source software; as well as the pros and cons of open source software development.
-
and Data Warehouses
Big Data can be managed using Data Warehousing which allows you to separate data based on its current status; for example from the production database to the archives. In this video; Will Dailey demonstrates how Data Warehousing can be used to manage Big Data.
-
and RDBMs
The integration of Big Data computing systems and RDBMS allow for a broader and more efficient data management strategy than either system in isolation. In this video; Will Dailey discusses the benefits of integrating Big Data and RDBM systems; and outlines the integration process.
-
Challenges
Big Data systems provide you with a high speed; low cost; high volume method of analytics computing. As its development continues; difficulties faced by the system are being rapidly overcome. In this video; Will Dailey demonstrates some of the challenges currently faced by Big Data.
-
Engines
Big Data engines provide an innovative; user friendly platform for interacting with data. In this video; Will Dailey discusses key concepts relating to Big Data engines; and describes the functioning of a recommendation engine.
-
Impacting Business
Big Data technology affects the way businesses perform strategic planning in terms of data and supercomputing; as well as the skills and training required by project teams. In this video; Will Dailey discusses the business culture and climate fostered by Big Data technology projects and planning.
-
Impacting IT
As Big Data technologies develop and become more widely used; they will cause significant and lasting changes to IT organization. In this video; Will Dailey discusses the key outcomes of Big Data's impact on IT.
-
Impacting the Globe
The ongoing development of Big Data technologies is resulting in vast improvements in data storage solutions and global connectivity. In this video; Will Dailey discusses the global impact and challenges of Big Data technologies.
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Opportunity
Big Data relates closely to the database marketplace as well as a range of future opportunities available to industries; governments; and research. In this video; Will Dailey discusses the database market segments; such as storage for data; servers for databases; business intelligence; and analytics. He also covers future trends in market value; growth; and consolidation.
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Business Case for
Using a Hadoop solution with Big Data allows you to manage data accurately; swiftly; and at less cost than Data Warehousing. In this video; Will Dailey demonstrates the benefits of replacing Data Warehousing systems with Hadoop when working with Big Data.
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Business Team Members
Big Data accelerates the need for knowledge of technology in the executive suite. These days; executives; data analysts; and business analysts need to demonstrate a more hands-on approach and possess more than just overview knowledge of technology. In this video; Will Dailey demonstrates the role of data analysts and business analysts in Big Data.
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Challenges of Security and Privacy
Big Data systems provide you with a high speed; low cost; and high volume method of analytics computing. However; with the advantages it brings; there are still challenges associated with the use of Big Data computing; particularly in relation to security and privacy. In this video; Will Dailey demonstrates the security and privacy challenges faced by Big Data systems.
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Cluster Team Members
Big Data engineers and operators are responsible for the management and operation of Hadoop clusters; and are required to have extensive abilities applicable to the supercomputing platform. In this video; Will Dailey discusses the responsibilities and requirements of the Hadoop cluster team members.
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Data Analytics
Big Data's continuously improving technologies provide high-end tools for the analysis and presentation of raw data. In this video; Will Dailey discusses the techniques and tools used in the processing of Big Data.
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Data Center Projects
The introduction of Big Data computing platforms into data centers will result in technological and cost benefits outweighing those of the mainframe systems. In this video; Will Dailey discusses the benefits and considerations of converting mainframe data management systems to Big Data computing platforms.
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Data Center Teams
Of the many lessons learned when implementing a Big Data solution; one of the most important is how to develop a good team. In this video; Will Dailey demonstrates how to develop a successful Big Data team; the importance of a mission statement; migrating from an Enterprise to a Global Architecture; and mastering the Big Data ecosystem.
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Data Solutions Team Members
Big Data teams consist of various architectural members; including platform engineers/global architects and data architects/data wranglers. These members are vital to the team and contribute significantly towards data management and development. In this video; Will Dailey demonstrates the roles of the architectural team members on the Big Data team.
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Defining
Big Data is about data on a global scale; and it's important to be familiar with its definitions. In this video; Will Dailey defines some of the key terms used in characterizing Big Data.
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Design Principles of Hadoop
Big Data supports the Hadoop framework which allows you to compute large amounts of data while meeting the requirements for supercomputing. Hadoop supports five design principles – dumb hardware and smart software; share nothing; move processing; not data; embrace failure; and build applications; not infrastructure. In this video; Will Dailey provides an overview of Hadoop and its design principles.
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DIY Supercomputing
In Big Data; there are different options within the datacenter for developing a DIY supercomputing platform. In this video; Will Dailey discusses the key principles for successful global architecting of a supercomputing platform.
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Emerging Technologies
Big Data is the new global biosphere for computing. In this video; Will Dailey discusses the emerging technologies that form the foundation of Big Data.
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Functional View of Hadoop
Hadoop is an open-source software project used to store and distribute Big Data. It is designed for fault tolerance and has high availability and scalability in a supercomputing environment. In this video; Will Bailey demonstrates Hadoop technology; including its advantages and its functional components.
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Global Increasing Digital Volume
The astronomical growth in digital data is one of the prime drivers for Big Data. In this video; Will Dailey discusses improvements in quality and service levels while reducing costs in different industries.
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Hadoop in the Clouds
Big Data Cloud computing provides you with distinct performance advantages; including elastic computing and fast implementation of configuration changes. In this video; Will Dailey demonstrates the benefits of Big Data Cloud computing and discusses considerations related to its use.
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HDFS in Action
In Big Data; Hadoop Distributed File System (HDFS) simplifies the distribution of large data files across multiple data nodes. In the video; Will Dailey demonstrates what HDFS is; how it works; and its benefits.
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Key Terms for Data
Some key terms used in Big Data are the Big Data ecosystem; a Distributed Computing Environment; supercomputing platform; and Hadoop cluster. In this video; Will Dailey discusses the key terms used in Big Data.
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MapReduce in Action
In Big Data; Hadoop's MapReduce is a powerful tool for processing and generating large sets of data. It consists of two components –Mapper and Reducer. In this video; Will Dailey discusses the benefits of MapReduce; as well as how its two components work together.
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NoSQL Databases
NoSQL consists of a large range of databases; not limited only to SQL; which store Big Data. These databases are faster; more powerful; and simpler to use than traditional databases. In this video; Will Bailey discusses the use of NoSQL for storing Big Data.
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Other Apache Projects
There are several Apache projects which provide an open source framework for storing and processing Big Data. In this video; Will Dailey discusses the Accumulo; Avro; and the Oozie Apache projects.
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Other Open Source Projects
With Big Data; there are many open source projects. In addition to Apache; there are projects such as MongoDB and Cascading. In this video; Will Dailey discusses the differences between the various available open source projects.
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Planning for
Planning for Big Data requires careful examination of all the issues and a willingness to experiment. In this video; Will Dailey demonstrates various planning approaches; such as experimentation; going for it; and the plan-budget-build model; which includes the Agile software development strategy.
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Sizing
Big Data requires us to extend our terminology for the sizing of data. Most of these are unfamiliar; so it is important to learn them correctly. In this video; Will Dailey presents a list of key terminology that should be used in regard to the sizing of data.
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Spark in Action
Apache Spark allows for robust; versatile; and fast Big Data analytics computing. In this video; Will Dailey discusses the key properties and benefits of the Spark computing framework in relation to Big Data.
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The Big Companies
The rise of Big Data technologies has resulted in an increased interest from the world's leading tech companies in the development of Big Data products and services. In this video; Will Dailey provides an overview of these leading tech companies in relation to Big Data.
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The Stack
In Big Data; supercomputing platforms are built on a complex stack of technology. Mappings are required to understand and manage it. In this video; Will Dailey demonstrates mapping to understand the workings of Big Data architecture.
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The Biggest Wave Yet
Big Data is said to be the biggest technology wave yet. It provides huge amounts of data so that organizations; such as government and market research companies; can analyze and then interact with us differently. In this video; Will Dailey puts Big Data into the perspective of technology changes over the past 70 years.
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The Distro Companies
In Big Data; Distro companies are distribution companies that support unique distributions of Hadoop; which is open source software for handling Big Data. In this video; Will Dailey discusses four Distro companies and their go-to market strategies.
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The Original Key Contributors
The original key contributors of Big Data are Google; Yahoo; and Doug Cutting. In this video; Will Dailey discusses the main contributions to the development of Big Data technology.
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YARN in Action
In Big Data; YARN is a parallel processing framework that allows for the processing of large amounts of data over several computer nodes. In this video; Will Dailey demonstrates the key attributes of YARN as well as how it works.
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Deciding Where to Start
After watching this video; you will be able to decide where to start.
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Designing Governance Strategy
After watching this video; you will be able to design a governance strategy.
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Establishing Economic Value
After watching this video; you will be able to establish economic value.
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Examining Culture Clash
After watching this video; you will be able to describe the big data culture clash.
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Examining Security
After watching this video; you will be able to identify security concerns.
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Exploring Big Data Products
After watching this video; you will be able to recall how big data products are economic engines.
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Exploring Incubators
After watching this video; you will be able to describe what incubators are and how they can improve companies.
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Exploring Stewardship
After watching this video; you will be able to identify stewardship issues.
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Impacting Human Resources
After watching this video; you will be able to describe how this will impact the human resources department.
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Obtaining Big Data Skills
After watching this video; you will be able to compare building versus buying approaches to big data skill.
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Building a Big Data Team
After watching this video; you will be able to recall the skill sets that individuals should have to make up the big data team.
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Building Cloud Infrastructures
After watching this video; you will be able to recall some of the options when building a cloud based big data infrastructure.
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Building On-site Infrastructures
After watching this video; you will be able to compare the pros and cons of building an in house big data infrastructure.
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Communicating Actionable Insights
After watching this video; you will be able to compare the different types of data visualization that can be done with the analytics.
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Deciding on Big Data Needs
After watching this video; you will be able to recall what factors are important when considering a big data infrastructure.
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Defining Big Data
After watching this video; you will be able to describe big data and the three v's.
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Examining Analytics
After watching this video; you will be able to recall the types of analytics that can be done with the data.
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Potential and Pitfalls of Big Data
After watching this video; you will be able to describe the risks involved when considering using big data as a solution.
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Real World Examples
After watching this video; you will be able to recall how large companies have used big data analytics effectively.
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Software for Big Data
After watching this video; you will be able to describe the different software options that are available for big data analytics.
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Addressing Data Discovery
After watching this video; you will be able to recall how technology assisted reviews can reduce workload.
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Examining Privacy Concerns
After watching this video; you will be able to describe the privacy concerns over big data.
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Examining Responsibility with Predictions
After watching this video; you will be able to describe the dilemma of predictive capabilities.
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Examining Transparency
After watching this video; you will be able to recall how transparency helps companies improve their customer relationships.
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Exploring Data Collection
After watching this video; you will be able to describe the areas of concern to address before data collection is done.
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Identifying Challenges of Laws and Regulations
After watching this video; you will be able to recall how constantly changing laws and regulations are a challenge.
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Ignoring Social Media
After watching this video; you will be able to recall the legal concerns over using social media sites to recruit potential employees.
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Monetizing Big Data
After watching this video; you will be able to describe the goals and the hazards of data monetization.
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Protecting Data
After watching this video; you will be able to recall some of the results that can occur when data is not properly protected.
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Using Data Ethically
After watching this video; you will be able to describe why the governance of the tools used to collect and analyze the data is important.
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Describing Pitfalls
After watching this video; you will be able to describe different ways that companies can misuse the new technology.
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Examining Big Data and Marketing
After watching this video; you will be able to describe how big data is used in marketing.
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Examining New Techniques
After watching this video; you will be able to describe technique changes in split testing and cross-channel marketing.
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Examining Purchasing Habits
After watching this video; you will be able to describe the value of repeat shoppers.
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Examining the Mobile Effect
After watching this video; you will be able to describe how the mobile effect has changed marketing.
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Exploring Datafied Consumer Behavior
After watching this video; you will be able to describe how big data has datafied consumer behavior.
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Exploring Market Research Methods
After watching this video; you will be able to describe the new market research methods.
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Exploring Technology Trends
After watching this video; you will be able to describe how marking strategies need to change with technology.
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Exploring the Path to Purchase
After watching this video; you will be able to describe how technology has changed the way that product discovery and product research is done.
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Using User Profiling
After watching this video; you will be able to describe how using user profiling can assist in advertising.
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Defining Data Science
After watching this video; you will be able to compare data science to big data.
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Defining The Internet of Things
After watching this video; you will be able to describe the term The Internet of Things.
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Examining Algorithms
After watching this video; you will be able to describe the different algorithms behind the systems we know.
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Examining Barriers to Adoptions
After watching this video; you will be able to describe the most common barrier to technology adaptation in the work place.
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Examining Big Data Awareness
After watching this video; you will be able to describe how big data entered into the public consciousness.
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Examining Case Studies
After watching this video; you will be able to recall how different companies embraced the big data movement.
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Examining Software
After watching this video; you will be able to recall some different software implementations for big sales data.
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Examining Technology Accelerations
After watching this video; you will be able to identify different technologies that are accelerating the sales world.
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Finding Leads
After watching this video; you will be able to find leads using big data.
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Building the Right Infrastructure
After watching this video; you will be able to compare scaling up to scaling out.
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Examining Big Data Challenges
After watching this video; you will be able to describe the four main challenges of big data.
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Examining Leadership Concerns
After watching this video; you will be able to describe why big data is a leadership problem.
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Exploring Analytical Modes
After watching this video; you will be able to identify examples of analytical modes.
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Exploring Examples
After watching this video; you will be able to recall some of the top ten companies that are using big data solutions.
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Integrating Data Sources
After watching this video; you will be able to integrate from multiple data sources.
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Managing Risk and Governance Issues
After watching this video; you will be able to manage risk and governance issues.
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Measuring Data Value
After watching this video; you will be able to identify the value of big data.
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Securing Funds
After watching this video; you will be able to secure funding for big data initiatives.
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DOM-based XSS
After watching this video; you will be able to identify what DOM-based XSS is and illustrate the form an attack might take in JavaScript.
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Basics of Hadoop
Apache Hadoop is an open source platform that is used for the possessing and storage of Big Data applications. In this video; Bob Hendry will discuss about the basics of Hadoop.
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Chaining MapReduce Jobs
Job chaining is a specialized form of process control that automates an execution sequence made up of a number of MapReduce jobs. In this video; Bob Hendry discusses how to chain MapReduce jobs.
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Clustering
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will discuss the benefits of clustering.
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Creating Job Components
Hadoop MapReduce is a Java-based; open-source platform for processing Big Data in real time. In this video; Bob Hendry explains the components of a Hadoop MapReduce job.
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Executing Commands
The Hadoop Distributed File System (HDFS) provides high-throughput access to large amounts of data. In this video; Bob Hendry discusses how MapReduce jobs are run; executed; and deployed in different ways across the Hadoop framework.
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Executing Hadoop MapReduce Jobs
Hadoop MapReduce is a Java-based programmatic algorithm for managing Big Data. In this video; Bob Hendry discusses how to write a MapReduce job.
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File Operations within the HDFS
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will discuss how to perform file operations within the Hadoop Distributed File System (HDFS).
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Hadoop Distributions
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will discuss third-party distribution.
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Hadoop Ecosystem
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will define and discuss the Hadoop ecosystem.
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Hadoop Installation Considerations
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry explains how to install Apache Hadoop.
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Hadoop MapReduce and Java
Java functions as the Hadoop MapReduce implementation language. In this video; Bob Hendry discusses how to use Java and additional Java Archive (JAR) files to write Hadoop MapReduce jobs.
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How Data is Processed; Persisted; and Read on the HDFS
A unique feature of Hadoop is that instead of data moving to data to a processing location; processing is moved to the data. In this video; Bob Hendry explains how Big Data is processed; persisted and read in the Hadoop Distributed File System (HDFS).
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Interacting with the HDFS
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will discuss how to interact with the Hadoop Distributed File System (HDFS).
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Introduction to MRUnit
Hadoop MapReduce is a Java-based programmatic algorithm for managing Big Data. In this video; Bob Hendry explains Apache MRUnit.
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Introduction to Server Farms
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will discuss the deployment of Hadoop in a server farm.
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Introduction to the Hadoop Distributed File System
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will discuss the Hadoop Distributed File System (HDFS) and its architecture.
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Introduction to the MapReduce Life Cycle
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will discuss how Hadoop uses MapReduce and explain the MapReduce life cycle.
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Job Flow Progress and Monitoring
The Hadoop MapReduce framework supports data intensive distributed applications. In this video; Bob Hendry discusses Hadoop MapReduce job flow progress and monitoring.
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Killing MapReduce Jobs
Hadoop MapReduce is a Java-based programmatic algorithm for managing Big Data. In this video; Bob Hendry explains how to manage a MapReduce job.
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Loading and Storing Data in Pig
Hadoop MapReduce is a Java-based programmatic algorithm for managing Big Data. In this video; Bob Hendry discusses various Pig commands.
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Overview of Hadoop; Storage; MapReduce; Pig; and Hive
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will discuss the components of Hadoop.
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Sources of Big Data
Apache Hadoop is an open source platform that manages large sources of data. In this video; Bob Hendry will discuss how new sources of data compare with traditional; and will analyze the effect this new data has had on e-commerce.
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Subdividing Data
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will discuss how data is formatted and subdivided prior to a MapReduce job.
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Testing your Hadoop Installation
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will discuss how to test and verify an Apache Hadoop installation.
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The Four Vs of Big Data
Apache Hadoop is an open source platform used to help manage the essential four Vs of Big Data. In this video; Bob Hendry will discuss the four Vs of Big Data.
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The MapReduce Principles; Mappers; and Reducers
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will discuss the principles of MapReduce and general mapping issues.
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The Role of YARN
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will discuss the YARN (Yet Another Resource Negotiator).
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Types of NoSQL Databases
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will discuss the four types of NoSQL databases and also their usage.
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Understanding Data
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will discuss the three types of data managed by Hadoop.
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Understanding High-Level Processing
Hadoop MapReduce is a Java-based programmatic algorithm for managing Big Data. In this video; Bob Hendry explains the processing of the MapReduce jobs.
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Understanding Hive File Formats
Apache Hive enables Hadoop to operate as a data warehouse by superimposing a table on data in the Hadoop Distributed File System (HDFS). In this video; Bob Hendry reveals tools and file formats supported by Hive for creating tables.
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Understanding MapReduce with a Conceptual Example
Hadoop MapReduce can be used to accelerate and scale various data analysis tasks. In this video; Bob Hendry explains how Hadoop uses MapReduce to process data.
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Understanding Persistence and Types of Big Data
Persistence describes the state of data that outlives the process that created it. In this video; Bob Hendry explains persistence; and the specifics of reading and writing data in the Hadoop Distributed File System (HDFS).
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Understanding the MapReduce Data Flow
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will discuss MapReduce data flow.
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Users of Hadoop
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will discuss the different players using Hadoop.
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Using a Mini MapReduce and HDFS Cluster
Unit testing MapReduce job is a complex process in the Hadoop and MapReduce framework. In this video; Bob Hendry discusses the technique of testing MapReduce job by creating a mini MapReduce and Hadoop Distributed File System (HDFS) cluster.
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Using HiveQL to Write Queries
Hadoop MapReduce provides a number of tools for building distributed systems. In this video; Bob Hendry explains the basics of Apache Hive and HiveQL.
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Using JUnit
Hadoop MapReduce is a Java-based programmatic algorithm for managing Big Data. In this video; Bob Hendry discusses JUnit testing tool for troubleshooting the MapReduce jobs.
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Using MapReduce with Pig and Hive
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will discuss how to use Pig and Hive in conjunction with Hadoop.
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Using Pig Latin to Communicate with Hadoop
Hadoop MapReduce is a Java-based programmatic algorithm for managing Big Data. In this video; Bob Hendry explains the benefits of Apache Pig and how it is used with Hadoop.
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Using the Hadoop LocalJobRunner
Hadoop MapReduce is a Java-based programmatic algorithm for managing Big Data. In this video Bob Hendry discusses the basics of Hadoop LocalJobRunner.
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Viewing Job Status and Log Files
Hadoop MapReduce is a Java-based programmatic algorithm for managing Big Data. In this video; Bob Hendry demonstrates monitoring the status of a MapReduce job.
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Working with Custom Hive Data Types
HiveQL is an SQL-like language for handling data warehousing using Apache Hive over Hadoop. In this video; Bob Hendry explains the use of custom Hive data types.
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Writing Pig Scripts
Hadoop MapReduce is a Java-based programmatic algorithm for managing Big Data. In this video; Bob Hendry demonstrates using Pig Latin script.
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Your First Hadoop Cluster
Apache Hadoop is an open source platform for managing Big Data. In this video; Bob Hendry will discuss the architecture of a Hadoop cluster.
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MapReduce; Hive; and Pig
Hadoop MapReduce is a Java-based programmatic algorithm for managing Big Data. In this video; Bob Hendry explains three components of Hadoop - MapReduce; Hive; and Pig.
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Admin Scripts in Action
After watching this video; you will be able to write custom scripts to assist with administrative tasks.
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Architecture of Sqoop
After watching this video; you will be able to describe Sqoop's architecture.
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Avro Serialization
After watching this video; you will be able to recall that Avro can be used as both a sink and a source.
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Best Practices for Pseudo-Mode
After watching this video; you will be able to recall some best practices for pseudo-mode implementation.
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Bucketing Hive Data
After watching this video; you will be able to create Hive buckets.
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Class Paths In Action
After watching this video; you will be able to troubleshoot classpath errors.
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Cleaning with Functions
After watching this video; you will be able to use Hive to create tables outside the warehouse.
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Cleaning with Regular Expressions
After watching this video; you will be able to use Pig to sample data.
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Comparing NoSQL to RDBMS
After watching this video; you will be able to describe key attributes of NoSQL databases.
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Config Files in Action
After watching this video; you will be able to create complex configuration files.
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Configuration Changes
After watching this video; you will be able to describe the best practices for changing configuration files.
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Configuring Hadoop Environment
After watching this video; you will be able to configure Hadoop environmental variables.
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Configuring HDFS
After watching this video; you will be able to configure Hadoop HDFS.
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Configuring Hue
After watching this video; you will be able to configure Hue and Hue users.
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Configuring Hue with MySQL
After watching this video; you will be able to configure Hue with My SQL.
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Configuring Oozie
After watching this video; you will be able to configure Oozie.
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Configuring Oozie with MySQL
After watching this video; you will be able to configure Oozie to use MySQL.
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Configuring YARN and MapReduce
After watching this video; you will be able to configure Hadoop YARN and MapReduce.
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Continuing to Map Big Data
After watching this video; you will be able to recall three major functions of data analytics.
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Correcting a Database Connect Failure
After watching this video; you will be able to use the log files to identify common Sqoop errors and their resolutions.
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Create a Hive UDF
After watching this video; you will be able to create a user defined function for Hive.
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Creating a Development Environment
After watching this video; you will be able to configure the start-up shell and yum repositories.
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Creating a Pig UDF
After watching this video; you will be able to create a user defined function for Pig.
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Creating a View in Hive
After watching this video; you will be able to use Hive to perform joins.
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Creating an Oozie Workflow
After watching this video; you will be able to create an Oozie workflow.
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Creating Flume Agents
After watching this video; you will be able to describe a flume agent in detail.
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Debugging with Pig Explain
After watching this video; you will be able to use explain in a Pig script.
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Defining Flume
After watching this video; you will be able to recall some best practices for the Agent Conf files.
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Defining Flume Data
After watching this video; you will be able to describe the three key attributes of Flume.
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Describing a Flume Agent
After watching this video; you will be able to create a Flume agent.
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Describing HDFS Data Blocks
After watching this video; you will be able to configure the replication of data blocks.
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Describing HDFS URI
After watching this video; you will be able to configure the default file system scheme and authority.
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Describing the Backup Node
After watching this video; you will be able to describe the purpose of the Backup Node and describe its standard operations.
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Describing the Checkpoint Node
After watching this video; you will be able to describe the purpose of the CheckPoint Node.
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Describing the DataNode
After watching this video; you will be able to recall how the DataNode maintains data integrity.
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Describing the NameNode
After watching this video; you will be able to describe the functions of the NameNode.
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Design Principles for Hadoop
After watching this video; you will be able to recall the design principles of Hadoop.
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Ecosystem for Hadoop
After watching this video; you will be able to describe supercomputing.
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Enabling the Oozie Examples
After watching this video; you will be able to enable the Oozie examples.
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Explaining Parallel Processing
After watching this video; you will be able to describe parallel processing in the context of supercomputing.
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Exploring Hadoop Classpath
After watching this video; you will be able to set up the classpath and test WordCount.
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Exporting Data from Hive
After watching this video; you will be able to use Sqoop to export data from Hive.
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Exporting Datetime Stamps
After watching this video; you will be able to export datetime stamps from Hive into MySQL.
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Exporting into HBase
After watching this video; you will be able to perform a Sqoop import from MySQL into Hbase.
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File Channel to HDFS
After watching this video; you will be able to describe what is happening during a file roll.
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First Flume Agent
After watching this video; you will be able to use a flume agent to load data into HDFS.
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First Pig Script
After watching this video; you will be able to write a Pig script.
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First Use of HDFS
After watching this video; you will be able to recall the structure of the HDFS command.
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First Use of WordCount
After watching this video; you will be able to run WordCount.
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Flume Channels
After watching this video; you will be able to describe Flume channels.
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Flume Sinks
After watching this video; you will be able to identify popular sinks.
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Flume Sources
After watching this video; you will be able to identify popular sources.
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Flume Timestamps
After watching this video; you will be able to describe interceptors.
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Flume Troubleshooting
After watching this video; you will be able to recall some common reasons for Flume failures.
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Hadoop Distributed File System
After watching this video; you will be able to describe the components of the Hadoop Distributed File System (HDFS).
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Hadoop Streaming
After watching this video; you will be able to identify the concept of streaming for MapReduce.
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Hadoop Web UIs
After watching this video; you will be able to recall the ports of the NameNode and Resource Manager Web Uis.
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HDFS Administration
After watching this video; you will be able to perform common administration functions.
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HDFS Command Categories
After watching this video; you will be able to recall the syntax of the file system shell commands.
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HDFS Commands for Managing Data Files
After watching this video; you will be able to use shell commands to manage files.
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HDFS Commands for Managing Web Logs
After watching this video; you will be able to use shell commands to provide information about the file system.
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HDFS Configuration
After watching this video; you will be able to configure parameters for NameNode and DataNode.
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Hive CREATE Statements
After watching this video; you will be able to use basic SQL commands in Hive.
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Hive Data Types
After watching this video; you will be able to recall the unique delimiter that Hive uses.
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Hive Operators
After watching this video; you will be able to describe the different operators in Hive.
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Hive SELECT Statements
After watching this video; you will be able to use SELECT statements in Hive.
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Hive SQL Statements
After watching this video; you will be able to use more complex Hive SQL.
-
Hive Troubleshooting
After watching this video; you will be able to recall the standard error code ranges and what they mean.
-
Hive User-Defined Functions
After watching this video; you will be able to recall some best practices for user defined functions.
-
Hue in action
After watching this video; you will be able to use the Hue File Browser and Job Scheduler.
-
Importing Data into Hive
After watching this video; you will be able to use Sqoop to import data into Hive.
-
Importing Datetime Stamps
After watching this video; you will be able to use casting to import datetime stamps into Hive.
-
Installing and Configuring Pig
After watching this video; you will be able to install and configure Pig.
-
Installing Flume
After watching this video; you will be able to install and configure Flume.
-
Installing Hadoop
After watching this video; you will be able to use Cloudera Manager to install Hadoop.
-
Installing HBase
After watching this video; you will be able to install and configure Hbase.
-
Installing Hive
After watching this video; you will be able to install and configure Hive.
-
Installing HiveServer2
After watching this video; you will be able to install and configure HiveServer2.
-
Installing Hue
After watching this video; you will be able to install Hue.
-
Installing Java
After watching this video; you will be able to install the Java Developers Kit.
-
Installing metastore
After watching this video; you will be able to install and configure metastore.
-
Installing MySQL
After watching this video; you will be able to install MySQL.
-
Installing Oozie
After watching this video; you will be able to install Oozie.
-
Installing Sqoop
After watching this video; you will be able to install Sqoop.
-
Installing WebHCat
After watching this video; you will be able to install and configure WebHCat.
-
Introducing cURL
After watching this video; you will be able to recall some of the protocols cURL supports.
-
Introducing Data Analytics
After watching this video; you will be able to describe data analytics.
-
Introducing Data Factory Components
After watching this video; you will be able to identify the data factory components.
-
Introducing Data Refinery Components
After watching this video; you will be able to identify the data refinery components.
-
Introducing Data Repository Components
After watching this video; you will be able to identify the data repository components.
-
Introducing Hadoop YARN
After watching this video; you will be able to describe Hadoop YARN.
-
Introducing HBase and ZooKeeper
After watching this video; you will be able to describe the roles of HBase and ZooKeeper.
-
Introducing HDFS Daemons
After watching this video; you will be able to describe the four main HDFS daemons.
-
Introducing MapReduce
After watching this video; you will be able to define MapReduce and describe its relations to YARN.
-
Introducing WordCount
After watching this video; you will be able to recall the importance of the output directory.
-
Joining and Viewing in Hive
After watching this video; you will be able to recall what types of joins Hive can support.
-
Key-Value Pairs
After watching this video; you will be able to define the principle concepts of key-value pairs and list the rules for key-value pairs.
-
Loading Data into MySQL Tables
After watching this video; you will be able to create MySQL tables and load data.
-
Loading SQL Data Tables
After watching this video; you will be able to create a table and load data into MySQL.
-
Logging to the Flume Log File
After watching this video; you will be able to use the logger to troubleshoot Flume agents.
-
Mapping the Big Data Stack
After watching this video; you will be able to describe the components of the Big Data stack.
-
MapReduce and Key-Value Pairs
After watching this video; you will be able to describe how MapReduce transforms key-value pairs.
-
MapReduce Step-by-Step
After watching this video; you will be able to match the phases of MapReduce to their definitions.
-
Mastering the
After watching this video; you will be able to describe the reasons for the complexities of the Hadoop Ecosystem.
-
Multi-flow Flume Agents
After watching this video; you will be able to configure Flume agents for multiflow.
-
Multiple Flume Agents
After watching this video; you will be able to create multiple-hop Flume agents.
-
Multiple Sinks with Flume
After watching this video; you will be able to compare replicating to multiplexing.
-
Multiple Sources with Flume
After watching this video; you will be able to describe multifunction Flume agents.
-
Multi-sink Flume Agents
After watching this video; you will be able to create a Flume agent for multiple data sinks.
-
NameNode and Resource Manager Web UIs
After watching this video; you will be able to use the NameNode and Resource Manager Web Uis.
-
NameNode in Detail
After watching this video; you will be able to recall how the NameNode operates.
-
Oozie Workflows
After watching this video; you will be able to describe Oozie workflows.
-
Overview of Bucketing Hive Data
After watching this video; you will be able to recall how buckets are used to improve performance.
-
Overview of Exporting with Sqoop
After watching this video; you will be able to recall what concerns the developers should be aware of.
-
Overview of Hive Configuration
After watching this video; you will be able to describe the configuration files.
-
Overview of Importing with Sqoop
After watching this video; you will be able to recall why it's important for the primary key to be numeric.
-
Overview of Partitioning Hive Data
After watching this video; you will be able to recall that a Hive partition schema must be created before loading the data.
-
Overview of Pig Configuration
After watching this video; you will be able to recall the minimal edits needed to be made to the configuration file.
-
Overview of Sqoop Configuration
After watching this video; you will be able to recall the dependancies for Sqoop installation.
-
Overviewing Hive
After watching this video; you will be able to recall the key attributes of Hive.
-
Overviewing Hue
After watching this video; you will be able to describe Hue.
-
Overviewing MySQL
After watching this video; you will be able to describe MySQL.
-
Overviewing Oozie
After watching this video; you will be able to recall the Oozie terminology.
-
Overviewing Pig
After watching this video; you will be able to describe Pig and its strengths.
-
Overviewing Sqoop
After watching this video; you will be able to describe Sqoop.
-
Performing a Sqoop Export
After watching this video; you will be able to perform a Sqoop export from HDFS into MySQL.
-
Performing a Sqoop Import
After watching this video; you will be able to perform a Sqoop import from MySQL into HDFS.
-
Pig Cogroup
After watching this video; you will be able to cogroup data with a Pig script.
-
Pig Command Line
After watching this video; you will be able to use the grunt shell with PigLatin.
-
Pig Data Types
After watching this video; you will be able to recall the complex data types used by Pig.
-
Pig Filtering
After watching this video; you will be able to use a Pig script to filter data.
-
Pig Flatten
After watching this video; you will be able to flatten data using a Pig script.
-
Pig ForEach
After watching this video; you will be able to use the ForEach operator with a Pig script.
-
Pig Functions
After watching this video; you will be able to write a Pig script to count data.
-
Pig Group
After watching this video; you will be able to group data using a Pig script.
-
Pig Join
After watching this video; you will be able to perform data joins using a Pig script.
-
Pig Operators
After watching this video; you will be able to recall some of the relational operators used by Pig.
-
Pig Parameters and Arguments
After watching this video; you will be able to set parameters and arguments in a Pig script.
-
Pig Scripts
After watching this video; you will be able to set parameters from both a text file and with the command line.
-
Pig Troubleshooting
After watching this video; you will be able to recall the different types of error categories.
-
Pig User-Defined Functions
After watching this video; you will be able to recall the languages that can be used to write user defined functions.
-
Preprocessing Data
After watching this video; you will be able to describe dirty data and how it should be preprocessed.
-
Running a Streaming Job
After watching this video; you will be able to stream a Python job.
-
Running an Oozie Workflow
After watching this video; you will be able to run an Oozie workflow job.
-
Selecting Additional Ecosystem Components
After watching this video; you will be able to recall some other popular components for the Hadoop Ecosystem.
-
Selecting an Environment
After watching this video; you will be able to recall the minimum system requirements for installation.
-
Setting Up Hadoop
After watching this video; you will be able to describe the three different installation modes.
-
Setting Up Hue
After watching this video; you will be able to recall the configuration files that must be edited.
-
Setting Up MySQL for Hive
After watching this video; you will be able to create a table in MySQL using Hive.
-
Setting Up Oozie
After watching this video; you will be able to recall the two categories of environmental variables for configuring Oozie.
-
Setting up SSH
After watching this video; you will be able to setup SSH for Hadoop.
-
Sqoop and Hbase
After watching this video; you will be able to recall that you must execute a Sqoop import statement for each data element.
-
Sqoop and Hive
After watching this video; you will be able to recall the parameters that must be set in the Sqoop import statement.
-
Sqoop and Hive Exports
After watching this video; you will be able to recall the parameters that must be set in the Sqoop export statement.
-
Sqoop Troubleshooting
After watching this video; you will be able to recall how to use chain troubleshooting to resolve Sqoop issues.
-
Starting and Stopping HDFS
After watching this video; you will be able to start and stop Hadoop HDFS.
-
Starting and Stopping YARN
After watching this video; you will be able to start and stop Hadoop YARN.
-
Stress Testing Hadoop
After watching this video; you will be able to validate the installation and configuration.
-
Submitting an Oozie Workflow
After watching this video; you will be able to submit an Oozie workflow job.
-
Terms for Data
After watching this video; you will be able to describe the two different types of data.
-
The Driver Class
After watching this video; you will be able to describe the function of the MapReduceDriver Java class.
-
The History of Hadoop Versions
After watching this video; you will be able to recall why version 2.0 was significant.
-
The Mapper Class
After watching this video; you will be able to describe the base mapper class of the MapReduce Java API and describe how to override its methods.
-
The Principle of Embracing Failure
After watching this video; you will be able to describe the design principles of embracing failure.
-
The Principle of Sharing Nothing
After watching this video; you will be able to describe the design principles of sharing nothing.
-
The Purpose of HCatalog
After watching this video; you will be able to describe Hcatalog.
-
The purpose of metastore and HiveServer2
After watching this video; you will be able to describe metastore and hiveserver2.
-
The Reducer Class
After watching this video; you will be able to describe the base Reducer class of the MapReduce Java API and describe how to override its methods.
-
The World of Data
After watching this video; you will be able to describe the data life cycle management.
-
Timestamping with Flume
After watching this video; you will be able to create a Flume agent with a TimeStampInterceptor.
-
Troubleshooting Hadoop
After watching this video; you will be able to recall some of the most common errors and how to fix them.
-
Troubleshooting HDFS
After watching this video; you will be able to troubleshoot HDFS errors.
-
Troubleshooting Installation Errors
After watching this video; you will be able to access Hadoop logs and troubleshoot Hadoop installation errors.
-
Using a Hive Explain Plan
After watching this video; you will be able to use a Hive explain plan.
-
Using Avro Source
After watching this video; you will be able to use Avro to capture a remote file.
-
Using cURL for Web Data
After watching this video; you will be able to use cURL to download web server data.
-
Using Derby for Hive
After watching this video; you will be able to create a table in Derby using Hive.
-
Using HCatalog
After watching this video; you will be able to use HCatalog.
-
Using the HBase Command Line
After watching this video; you will be able to use the HBase command line to create tables and insert data.
-
WordCount; the Hello World of Hadoop
After watching this video; you will be able to load a large text book and then run WordCount to count the number of words in the text book.
-
Working with Date data types
After watching this video; you will be able to recall the three most common date datatypes and which systems support each.
-
Working with HBase Data
After watching this video; you will be able to create and change HBase data.
-
Working with HBase Tables
After watching this video; you will be able to manage tables and view the web interface.
-
Writing a First Hive Script
After watching this video; you will be able to write and use Hive scripts.
-
Writing a Hive Partition Script
After watching this video; you will be able to write a Hive partition script.
-
Writing a MapReduce Job
After watching this video; you will be able to build a JAR file and run WordCount.
-
Writing a MapReduce Job for Inventory
After watching this video; you will be able to set up the classpath and test a MapReduce job.
-
YARN ApplicationMaster
After watching this video; you will be able to diagram YARN Application Master and identify its key components.
-
YARN Daemons on the Data Server
After watching this video; you will be able to describe the YARN NodeManager and ApplicationMaster daemons.
-
YARN Daemons on the Master Server
After watching this video; you will be able to describe the roles of the Resource Manager daemon.
-
YARN Job Failure
After watching this video; you will be able to describe the operations of YARN.
-
YARN Key Concepts
After watching this video; you will be able to list the components of YARN and identify their primary functions.
-
YARN Node Manager
After watching this video; you will be able to diagram YARN Node Manager and identify its key components.
-
YARN Resource Manager
After watching this video; you will be able to diagram YARN Resource Manager and identify its key components.
-
Adding DataNodes
After watching this video; you will be able to add a DataNode to a Hadoop cluster.
-
Administering HDFS
After watching this video; you will be able to describe the tools fsck and dfsadmin.
-
Balancing Hadoop Clusters
After watching this video; you will be able to balance a Hadoop cluster.
-
Balancing Resources
After watching this video; you will be able to describe how resources are distributed over the total capacity.
-
Building Client Servers
After watching this video; you will be able to build images for required servers in the Hadoop cluster.
-
Building Hadoop Clients
After watching this video; you will be able to build the Hadoop clients.
-
Building Images for Baseline Servers
After watching this video; you will be able to build an image for a baseline server.
-
Building Images for DataServers
After watching this video; you will be able to build an image for a DataServer.
-
Building Images for Master Servers
After watching this video; you will be able to build an image for a Master Server.
-
Calculating Storage Amounts
After watching this video; you will be able to calculate the correct number of disks required for a storage solution.
-
Configure Logging for Jobs
After watching this video; you will be able to describe how to configure Hadoop jobs for logging.
-
Configure Speculative Execution
After watching this video; you will be able to configure speculative execution.
-
Configuring for High Availability
After watching this video; you will be able to edit the Hadoop configuration files for high availability.
-
Configuring Hadoop Clusters
After watching this video; you will be able to configure a Hadoop cluster.
-
Configuring Hadoop for AWS
After watching this video; you will be able to prepare to install and configure a Hadoop cluster on AWS.
-
Configuring Hadoop Logs
After watching this video; you will be able to configure Hadoop logs.
-
Configuring Hcatalog Daemons
After watching this video; you will be able to configure Hcatalog daemons.
-
Configuring HDFS for Kerberos
After watching this video; you will be able to configure HDFS for Kerberos.
-
Configuring Hive Daemons
After watching this video; you will be able to configure Hive daemons.
-
Configuring Hive for Kerberos
After watching this video; you will be able to configure Hive for Kerberos.
-
Configuring Hue for Kerberos
After watching this video; you will be able to configure Hue for use with Kerberos.
-
Configuring JobHistoryServer Logs
After watching this video; you will be able to describe how to configure JogHistoryServer logs.
-
Configuring log4j for Hadoop
After watching this video; you will be able to describe how to configure log4j for Hadoop.
-
Configuring Logging
After watching this video; you will be able to configure logging for the Hadoop cluster.
-
Configuring Minimum Resources
After watching this video; you will be able to configure minimum share on the fair scheduler.
-
Configuring MySQL Databases
After watching this video; you will be able to configure a MySQL database.
-
Configuring Oozie for Kerberos
After watching this video; you will be able to configure Oozie for use with Kerberos.
-
Configuring Pig and HTTPFS for Kerberos
After watching this video; you will be able to configure Pig and HTTPFS for use with Kerberos.
-
Configuring Preemption
After watching this video; you will be able to configure preemption for the fair scheduler.
-
Configuring Single Resource Fairness
After watching this video; you will be able to configure single resource fairness.
-
Configuring YARN for Kerberos
After watching this video; you will be able to configure YARN for Kerberos.
-
Copying Data
After watching this video; you will be able to use distcp to copy data from one cluster to another.
-
Creating Access Control Lists
After watching this video; you will be able to create access control lists.
-
Creating an Amazon Cluster
After watching this video; you will be able to create an Amazon cluster.
-
Creating an Amazon Machine Image
After watching this video; you will be able to create an Amazon Machine Image.
-
Creating an AWS Account
After watching this video; you will be able to create an AWS account.
-
Creating an EC2 Baseline Server
After watching this video; you will be able to create an EC2 baseline server.
-
Creating High Availability Auto Failovers
After watching this video; you will be able to create an automated failover for the NameNode.
-
Creating Kerberos Diagrams
After watching this video; you will be able to diagram Kerberos and label the primary components.
-
Defining Cluster Management
After watching this video; you will be able to describe what cluster management entails and recall some of the tools that can be used.
-
Defining Hadoop Fault Tolerance
After watching this video; you will be able to describe how Hadoop leverages fault tolerance.
-
Defining HDFS High Availability
After watching this video; you will be able to describe the functions of Hadoop high availability.
-
Defining Supercomputing
After watching this video; you will be able to describe the principles of supercomputing.
-
Deploying Clusters
After watching this video; you will be able to use Cloudera Manager to deploy a cluster.
-
Deploying Hadoop Releases
After watching this video; you will be able to deploy a Hadoop release.
-
Deploying Support Tools
After watching this video; you will be able to distribute configuration files and admin scripts.
-
Design Considerations for Hadoop Clusters
After watching this video; you will be able to identify the hardware and networking recommendations for a Hadoop cluster.
-
Diagnosing with Cloudera Manager
After watching this video; you will be able to manage logs through Cloudera Manager.
-
Editing Oozie Workflows with Hue
After watching this video; you will be able to use Hue to edit Oozie workflows and coordinators.
-
Encrypting Data at Rest
After watching this video; you will be able to describe how to encrypt data at rest.
-
Encrypting Data in Motion
After watching this video; you will be able to encrypt data in motion.
-
Evaluating Storage Options
After watching this video; you will be able to compare the use of commodity hardware with enterprise disks.
-
Examining Additional Design Principles
After watching this video; you will be able to describe the design principles for move processing not data; embrace failure; and build applications not infrastructure.
-
Examining Amazon Web Services
After watching this video; you will be able to recall some of the most come services of the EC2 service bundle.
-
Examining Applications Modelling
After watching this video; you will be able to describe the purpose of application modelling.
-
Examining AWS Access Keys
After watching this video; you will be able to describe the use of AWS access keys.
-
Examining AWS Credentials
After watching this video; you will be able to describe how the AWS credentials are used for authentication.
-
Examining AWS Elastic MapReduce
After watching this video; you will be able to recall the advantages and limitations of using AWS EMR.
-
Examining Axioms of Supercomputing
After watching this video; you will be able to describe the three axioms of supercomputing.
-
Examining Benchmarking
After watching this video; you will be able to describe the practice of benchmarking on a Hadoop cluster.
-
Examining Best Practices for Benchmarking
After watching this video; you will be able to describe the different tools used for benchmarking a cluster.
-
Examining Best Practices for Network Tuning
After watching this video; you will be able to list some of the best practices for network tuning.
-
Examining Best Practices for Performance Tuning
After watching this video; you will be able to describe different strategies of performance tuning.
-
Examining Capacity Management
After watching this video; you will be able to compare the differences of availability versus performance.
-
Examining Capacity Strategies
After watching this video; you will be able to describe different strategies of resource capacity management.
-
Examining Cloud Computing
After watching this video; you will be able to describe how cloud computing can be used as a solution for Hadoop.
-
Examining Cloudera Manager
After watching this video; you will be able to describe the purpose and functionality of Cloudera Manager.
-
Examining Cluster Management Tools
After watching this video; you will be able to describe different tools from a functional perspective.
-
Examining Common Problems
After watching this video; you will be able to describe the categories of errors for a Hadoop cluster.
-
Examining Configuration Management Tools
After watching this video; you will be able to describe the configurations management tools.
-
Examining Data in Motion
After watching this video; you will be able to describe how to encrypt data in motion for Hadoop; Sqoop; and Flume.
-
Examining Data Server Recommendations
After watching this video; you will be able to recall some of the recommendations for a data server.
-
Examining DataNode Recovery
After watching this video; you will be able to describe the operation of the DataNode during a recovery.
-
Examining DataNode Reliability
After watching this video; you will be able to recall the most common causes for DataNode failure.
-
Examining Dominant Resource Fairness
After watching this video; you will be able to describe dominant resource fairness.
-
Examining EMR and End-users
After watching this video; you will be able to describe EMR End-user connections and EMR security levels.
-
Examining Engineering Teams
After watching this video; you will be able to recall the roles and skills needed for the Hadoop engineering team.
-
Examining Fair Scheduler Algorithms
After watching this video; you will be able to describe the primary algorithm and the configuration files for the fair scheduler.
-
Examining Fair Schedulers
After watching this video; you will be able to describe how the fair scheduling method allows all applications to get equal amounts of resource time.
-
Examining Flume and Kerberos
After watching this video; you will be able to describe how to configure Flume for use with Kerberos.
-
Examining Ganglia
After watching this video; you will be able to recall what Ganglia is and what it can be used for.
-
Examining Ganglia Functionality
After watching this video; you will be able to recall how Ganglia monitors Hadoop clusters.
-
Examining Hadoop Change Management
After watching this video; you will be able to describe the purpose of change management.
-
Examining Hadoop Cloud Implementations
After watching this video; you will be able to recall the advantages and limitations of using Hadoop in the cloud.
-
Examining Hadoop Cluster Architecture
After watching this video; you will be able to describe the different rack architectures for Hadoop.
-
Examining Hadoop logs
After watching this video; you will be able to describe how to manage logging levels.
-
Examining Hadoop Metrics2
After watching this video; you will be able to describe Hadoop Metrics2.
-
Examining Hadoop Security
After watching this video; you will be able to recall the primary security threats faced by the Hadoop cluster.
-
Examining Hardware Responsibilities
After watching this video; you will be able to recall the primary responsibilities for the master; data; and edge servers.
-
Examining HDFS Data Blocks
After watching this video; you will be able to describe the sizing and balancing of the HDFS data blocks.
-
Examining High Availability Auto Failovers
After watching this video; you will be able to recall the requirements for enabling an automated failover for the NameNode.
-
Examining Hive with Kerberos
After watching this video; you will be able to describe how to configure Hive for use with Kerberos.
-
Examining Hostnames and DNS Recommendations
After watching this video; you will be able to recall some of the recommendations for hostnames and DNS entries.
-
Examining Identification and Access Management
After watching this video; you will be able to describe AWS identification and access management.
-
Examining Input and Output Tune Up Options
After watching this video; you will be able to recall some of the rules for tuning the data node.
-
Examining Java Tune Up Options
After watching this video; you will be able to describe the purpose of Java tuning.
-
Examining Kerberos
After watching this video; you will be able to describe Kerberos and recall some of the common commands.
-
Examining MapReduce Job Management
After watching this video; you will be able to describe MapReduce job management on a Hadoop cluster.
-
Examining MapReduce Tune Up Options
After watching this video; you will be able to describe the configuration files and parameters used in performance tuning of MapReduce.
-
Examining Minimum Resources
After watching this video; you will be able to describe the minimum share function of the fair scheduler.
-
Examining MRv2
After watching this video; you will be able to describe the two major functions of the JobTracker.
-
Examining Nagios
After watching this video; you will be able to recall what Nagios is and what it can be used for.
-
Examining NameNode Recovery
After watching this video; you will be able to describe the operation of the NameNode during a recovery.
-
Examining NameNode Reliability
After watching this video; you will be able to recall the most common causes for NameNode failure.
-
Examining Network Clusters
After watching this video; you will be able to recall the best practices for different types of network clusters.
-
Examining Operating System Tune Up Options
After watching this video; you will be able to describe the configuration files and parameters used in performance tuning of the operating system.
-
Examining Pig; Sqoop; Oozie with Kerberos
After watching this video; you will be able to describe how to configure Pig; Sqoop; and Oozie for use with Kerberos.
-
Examining Preemption
After watching this video; you will be able to describe the preemption functions of the fair scheduler.
-
Examining Problem Management Best Practices
After watching this video; you will be able to recall some of the best practices for problem management.
-
Examining Rack Awareness
After watching this video; you will be able to describe rack awareness.
-
Examining Scheduler Behaviors
After watching this video; you will be able to describe the default behavior of the fair scheduler methods.
-
Examining Schedulers
After watching this video; you will be able to describe how schedulers perform various resource management.
-
Examining Security Risks
After watching this video; you will be able to describe the four pillars of the Hadoop security model.
-
Examining Single Resource Fairness
After watching this video; you will be able to describe the policy for single resource fairness.
-
Examining Single Resource Fairness Configurations
After watching this video; you will be able to identify different configuration options for single resource fairness.
-
Examining Storage Options
After watching this video; you will be able to describe the advantages of using a JBODs configuration.
-
Examining Tune Up Options for HDFS
After watching this video; you will be able to describe the configuration files and parameters used in performance tuning of HDFS.
-
Examining Tune UP Options for YARN
After watching this video; you will be able to describe the configuration files and parameters used in performance tuning of YARN.
-
Examining YARN Containers
After watching this video; you will be able to describe the functions of YARN containers.
-
Examining YARN High Availability
After watching this video; you will be able to describe the system view of the ResourceManager configurations set for high availability.
-
Examining YARN Job Reliability
After watching this video; you will be able to recall the most common causes of YARN job failure.
-
Examining YARN Task Reliability
After watching this video; you will be able to recall the most common causes for YARN task failure.
-
Exploring Amazon Web Services
After watching this video; you will be able to recall some of the most common services that Amazon offers.
-
Exploring Big Data Solutions
After watching this video; you will be able to recall the advantages and shortcomings of using Hadoop as a supercomputing platform.
-
Exploring Checkpoint Node
After watching this video; you will be able to recall the uses for the Checkpoint node.
-
Exploring Cloudera Manager Admin Console
After watching this video; you will be able to describe the different parts of the Cloudera Manager Admin Console.
-
Exploring Cloudera Manager Architecture
After watching this video; you will be able to describe the Cloudera Manager internal architecture.
-
Exploring Cluster Architecture
After watching this video; you will be able to describe the layout and structure of the Hadoop cluster.
-
Exploring DataNode Replications
After watching this video; you will be able to set up the DataNode for replication.
-
Exploring Design Principles for Hadoop
After watching this video; you will be able to describe the dumb hardware and smart software; and the share nothing design principles.
-
Exploring Event Management
After watching this video; you will be able to describe the importance of event management.
-
Exploring Ganglia
After watching this video; you will be able to describe how to use Ganglia to monitor a Hadoop cluster.
-
Exploring Incident Management
After watching this video; you will be able to describe the importance of incident management.
-
Exploring Master Server Best Practices
After watching this video; you will be able to recall some of the recommendations for a master server and edge server.
-
Exploring Operating Systems Best Practices
After watching this video; you will be able to recall some of the recommendations for an operating System.
-
Exploring Problem Management
After watching this video; you will be able to describe the different methodologies used for root cause analysis.
-
Exploring Problem Management Lifecycle
After watching this video; you will be able to describe the problem management lifecycle.
-
Exploring SSH Keys
After watching this video; you will be able to describe the use of SSH key pairs for remote access.
-
Exploring the AWS Command Line Interface
After watching this video; you will be able to describe what the command line interface is used for.
-
Format HDFS and Run a Hadoop Program
After watching this video; you will be able to install Hadoop on to the admin server.
-
Implementing Security Groups
After watching this video; you will be able to install security groups for AWS.
-
Importing Data with Hue
After watching this video; you will be able to import data using Hue.
-
Improving Performance
After watching this video; you will be able to improve cluster performance with Cloudera Manager.
-
Install Trash and Add a DataNode
After watching this video; you will be able to install Trash and add a DataNode.
-
Installing and Configuring Impala
After watching this video; you will be able to install and configure Impala.
-
Installing and Configuring Sentry
After watching this video; you will be able to install and configure Sentry.
-
Installing Cloudera Manager
After watching this video; you will be able to install Cloudera Manager.
-
Installing Compression
After watching this video; you will be able to install compression.
-
Installing Ganglia
After watching this video; you will be able to install Ganglia.
-
Installing Hadoop Metrics2 for Ganglia
After watching this video; you will be able to install Hadoop Metrics2 for Ganglia.
-
Installing Kerberos
After watching this video; you will be able to install Kerberos.
-
Installing Nagios
After watching this video; you will be able to install Nagios.
-
Installing Rack Awareness
After watching this video; you will be able to write configuration files for rack awareness.
-
Installing Trash
After watching this video; you will be able to install and configure trash.
-
Locking Down Networks
After watching this video; you will be able to recall the ports required for Hadoop and how network gateways are used.
-
Managing Hadoop Balancing
After watching this video; you will be able to describe the process for balancing a Hadoop cluster.
-
Managing Hadoop Service Levels
After watching this video; you will be able to monitor and improve service levels.
-
Managing Hadoop Upgrades
After watching this video; you will be able to plan an upgrade of a Hadoop cluster.
-
Managing HDFS
After watching this video; you will be able to use fsck and dfsadmin to check the HDFS file system.
-
Managing HDFS Backup and Recovery
After watching this video; you will be able to describe the operations involved for backing up data.
-
Managing HDFS DataNodes
After watching this video; you will be able to manage an HDFS DataNode.
-
Managing HDFS Scaling
After watching this video; you will be able to describe the operations for scaling a Hadoop cluster.
-
Managing Hosts with Cloudera Manager
After watching this video; you will be able to manage hosts with Cloudera Manager.
-
Managing Performance Tuning
After watching this video; you will be able to recall the two laws of performance tuning.
-
Managing Resources
After watching this video; you will be able to user Cloudera Manager to manage resources.
-
Managing User Access
After watching this video; you will be able to describe the use of POSIX and ACL for managing user access.
-
Managing User Security
After watching this video; you will be able to describe the security model for users on a Hadoop cluster.
-
Monitoring Fair Share
After watching this video; you will be able to monitor the behavior of Fair Share.
-
Monitoring Hadoop Security
After watching this video; you will be able to describe how to monitor Hadoop security.
-
Monitoring with Cloudera Manager
After watching this video; you will be able to use Cloudera Manager's monitoring features.
-
Moving Data Into AWS
After watching this video; you will be able to describe the various ways to move data into AWS.
-
Optimizing Memory for Containers
After watching this video; you will be able to recall why the Node Manager kills containers.
-
Optimizing Memory for Daemons
After watching this video; you will be able to describe the configuration files and parameters used in performance tuning of memory for daemons.
-
Optimizing Memory for YARN
After watching this video; you will be able to describe the purpose of memory tuning for YARN.
-
Perform Security Level task for Hadoop
After watching this video; you will be able to configure Hbase for Kerberos.
-
Performance Tuning HDFS
After watching this video; you will be able to performance tune HDFS.
-
Performance Tuning MapReduce
After watching this video; you will be able to tune up MapReduce for performance reasons.
-
Performing Cluster Management
After watching this video; you will be able to use Cloudera Manager to manage a cluster.
-
Performing MapReduce Job Management
After watching this video; you will be able to perform MapReduce job management on a Hadoop cluster.
-
Performing Root Cause Analysis
After watching this video; you will be able to conduct a root cause analysis on a major problem.
-
Planning a Deployment
After watching this video; you will be able to plan for the development of a Hadoop cluster.
-
Preparing for Kerberos Installation
After watching this video; you will be able to prepare for a Kerberos installation.
-
Provision Admin Servers
After watching this video; you will be able to provision an admin server.
-
Provisioning a Micro EC2
After watching this video; you will be able to provision a micro instance of EC2.
-
Provisioning Hadoop Clusters
After watching this video; you will be able to provision a Hadoop cluster.
-
Recover from a NameNode Failure
After watching this video; you will be able to Recover from a NameNode Failure.
-
Recovering Missing Data Blocks
After watching this video; you will be able to identify and recover from a missing data block scenario.
-
Replacing a DataNode
After watching this video; you will be able to use include and exclude files to replace a DataNode.
-
Run a Hadoop Program
After watching this video; you will be able to format HDFS; create an HDFS directory; import data; run a WordCount and view the results.
-
Running EMR Jobs
After watching this video; you will be able to run an EMR job from the Web Console.
-
Running EMR Jobs with Hue
After watching this video; you will be able to run an EMR job with Hue.
-
Running EMR Jobs with the Command Line Interface
After watching this video; you will be able to run an EMR job with the command line interface.
-
Running Hive Jobs with Hue
After watching this video; you will be able to run various Hive jobs using Hue.
-
Scaling Hadoop Architectures
After watching this video; you will be able to describe the best practices for scaling a Hadoop cluster.
-
Setting Cloudera Manger for High Availability
After watching this video; you will be able to set up Cloudera Manager for high availability.
-
Setting HDFS Quotas
After watching this video; you will be able to set quotas for the HDFS file system.
-
Setting Quotas
After watching this video; you will be able to set quotas for the HDFS file system.
-
Setting Up Checkpoint Servers
After watching this video; you will be able to provision a checkpoint server.
-
Setting Up EMR Clusters
After watching this video; you will be able to set up an EMR cluster.
-
Setting Up Flash Drive Installer
After watching this video; you will be able to set up a flash drive as boot media.
-
Setting Up Flash Drives
After watching this video; you will be able to setup a flash drive as book media.
-
Setting Up High Availability for ResourceManagers
After watching this video; you will be able to set up high availability for the ResourceManager.
-
Setting Up Identification and Access Management
After watching this video; you will be able to set up AWS IAM.
-
Setting Up NameNode High Availability
After watching this video; you will be able to set up a high availability solution for NameNode.
-
Setting Up Network Installer
After watching this video; you will be able to set up a network installer.
-
Setting Up S3
After watching this video; you will be able to set up S3 and import data.
-
Simulating Configuration Management Tools
After watching this video; you will be able to simulate a configuration management tool.
-
Starting and Stopping a Hadoop Cluster
After watching this video; you will be able to start and stop a Hadoop cluster.
-
Stress Testing and Benchmarking Hadoop Clusters
After watching this video; you will be able to perform a benchmark of a Hadoop cluster.
-
Swapping NameNodes
After watching this video; you will be able to swap to a new NameNode.
-
Testing Application Reliability
After watching this video; you will be able to test application reliability.
-
Testing Data Blocks
After watching this video; you will be able to describe the use of TestDFSIO.
-
Testing DataNode Reliability
After watching this video; you will be able to test the availability for the DataNode.
-
Testing NameNode Failure
After watching this video; you will be able to test the availability for the NameNode.
-
Testing YARN Container Reliability
After watching this video; you will be able to test YARN container reliability.
-
Tuning a Hadoop Cluster
After watching this video; you will be able to optimize memory and benchmark a Hadoop cluster.
-
Tuning Memory for Hadoop Clusters
After watching this video; you will be able to performance tune memory for the Hadoop cluster.
-
Use Monitoring Tools
After watching this video; you will be able to use different monitoring tools to identify problems; failures; errors and solutions.
-
Using a Hadoop Cluster on AWS
After watching this video; you will be able to write an Elastic MapReduce script for AWS.
-
Using Cloudera Manager for Administration
After watching this video; you will be able to perform backups; snapshots; and upgrades using Cloudera Manager.
-
Using Ganglia
After watching this video; you will be able to use Ganglia to monitor a Hadoop cluster.
-
Using Hadoop Metrics2 for Nagios
After watching this video; you will be able to use Hadoop Metrics2 for Nagios.
-
Using Hive for Sentry Administration
After watching this video; you will be able to implement security administration using Hive.
-
Using Nagios
After watching this video; you will be able to use Nagios to monitor a Hadoop cluster.
-
Using Nagios Commands
After watching this video; you will be able to use Nagios commands.
-
Using the AWS Command Line Interface
After watching this video; you will be able to use the command line interface.
-
Using the Fair Scheduler
After watching this video; you will be able to use the fail scheduler with multiple users.
-
Validating Flume; Sqoop; HDFS; and MapReduce
After watching this video; you will be able to test the functionality of Flume; Sqoop; HDFS; and MapReduce.
-
Validating Hive and Pig
After watching this video; you will be able to test the functionality of Hive and Pig.
-
Writing Init Scripts
After watching this video; you will be able to write init scripts for Hadoop.
-
Writing Service Levels
After watching this video; you will be able to write service levels for performance.
-
Accessing the CLI
After watching this video; you will be able to access the Splunk CLI.
-
Add Dashboard Inputs
After watching this video; you will be able to add an input to a dashboard.
-
Adding a New Dashboard
After watching this video; you will be able to create a Splunk dashboard.
-
Adding and Monitoring Files and Folders
After watching this video; you will be able to import data from files and monitor local files and folders.
-
Adding Sample Data to Splunk
After watching this video; you will be able to add the tutorial sample data to your Splunk install.
-
After Performing a Splunk Search
After watching this video; you will be able to navigate the results of your Splunk search.
-
Archiving Data
After watching this video; you will be able to archive indexed Splunk data for storage.
-
Bar and Line Charts
After watching this video; you will be able to visualize data as bar and line charts in Splunk.
-
Before Running a Splunk Search
After watching this video; you will be able to prepare to run a search in Splunk.
-
Change Default Values and License
After watching this video; you will be able to change the default values in a Splunk installation and apply a License.
-
Chart Controls
After watching this video; you will be able to configure control features on visualizations.
-
CLI Help Interface
After watching this video; you will be able to utilize the built-in help functions of the Splunk CLI.
-
Configuration Files; Directories; and Structure
After watching this video; you will be able to work with Splunk configuration files.
-
Configure a Search Head
After watching this video; you will be able to configure a Splunk node as a search head.
-
Configure Forwarders to Use the Indexer Cluster
After watching this video; you will be able to configure Splunk to use forwarders with the Indexer Cluster.
-
Configure Multiple Splunk Nodes
After watching this video; you will be able to manage multiple nodes in Splunk.
-
Configuring Data Cloning
After watching this video; you will be able to implement data cloning on a Splunk forwarder.
-
Configuring Dynamic Drilldown Using Simple XML
After watching this video; you will be able to configure dynamic drilldown in charts using simple XML.
-
Configuring Load Balancing
After watching this video; you will be able to implement load balancing on a Splunk forwarder.
-
Configuring Splunk Inputs
After watching this video; you will be able to configure data sources for Splunk.
-
Configuring Splunk Networking
After watching this video; you will be able to bind Splunk to an IPv4 and/or IPv6 address.
-
Configuring Timestamps
After watching this video; you will be able to configure how Splunk stores the date and time with your data.
-
Considerations for Index Backups
After watching this video; you will be able to identify Splunk Backup Requirements.
-
Contextual Drilldown
After watching this video; you will be able to specify context driven drilldown behavior.
-
Create a Bar Chart
After watching this video; you will be able to create charts from Splunk data.
-
Create a Dashboard from a Search and the Edit Panels
After watching this video; you will be able to save a search as a dashboard and edit panels in dashboards.
-
Create a Splunk Role and User
After watching this video; you will be able to create users and roles in Splunk.
-
Create Dashboard PDFs
After watching this video; you will be able to generate PDF reports from Splunk Dashboards.
-
Creating a New Source Type for Event Processing
After watching this video; you will be able to improve Splunk's processing of events.
-
Creating a Pivot
After watching this video; you will be able to create and save a Splunk Pivot.
-
Creating a Pivot Chart
After watching this video; you will be able to create a Splunk Pivot chart.
-
Creating a Pivot Table
After watching this video; you will be able to create a pivot table in a QlikView document.
-
Creating Base Searches for Dashboards
After watching this video; you will be able to save base searches from which to build dashboard searches.
-
Creating Child Objects
After watching this video; you will be able to define child objects under Splunk parent objects.
-
Creating New Data Models
After watching this video; you will be able to create a new data model in Splunk.
-
Creating Per-Result and Rolling-Window Alerts
After watching this video; you will be able to construct per-result and rolling-window alerts in Splunk.
-
Creating Scheduled Alerts
After watching this video; you will be able to create scheduled alerts in Splunk.
-
Creating Triggered Alerts
After watching this video; you will be able to construct triggered alerts.
-
Creating Users and Roles
After watching this video; you will be able to add and manage users and roles in Splunk.
-
Dashboard Searches
After watching this video; you will be able to implement searches in simple XML dashboards.
-
Data Forwarder Overview
After watching this video; you will be able to compare Splunk data forwarders.
-
Data Retirement and Aging
After watching this video; you will be able to configure how Splunk handles aged data.
-
Default Dashboards and Customization
After watching this video; you will be able to identify default Splunk dashboards and customize the banner messages.
-
Defining a Root Object
After watching this video; you will be able to edit and add model objects and root objects in Splunk.
-
Defining Event Types
After watching this video; you will be able to define types of events for data classification.
-
Deleting Indexed Data and Indexes
After watching this video; you will be able to remove data that has been indexed or indexes entirely.
-
Deploy a Heavy Forwarder
After watching this video; you will be able to implement a heavy Splunk forwarder.
-
Deploy the Unix Universal Forwarder
After watching this video; you will be able to install the universal forwarder in Unix environments.
-
Deploy the Windows Universal Forwarder
After watching this video; you will be able to install the universal fowarder in Windows.
-
Deploying Multiple Indexes
After watching this video; you will be able to configure multiple indexes in Splunk.
-
Drilldown Introduction
After watching this video; you will be able to work with visualization drilldown.
-
Drilldown on Additional Chart Types
After watching this video; you will be able to configure visualization on additional chart types.
-
Dynamic Drilldown
After watching this video; you will be able to define dynamic drilldown behavior.
-
Editing Dashboards
After watching this video; you will be able to modify existing dashboards in Splunk.
-
Effect of Incoming Data on Performance
After watching this video; you will be able to identify data performance issues in Splunk.
-
Effect of Users and Searches on Performance
After watching this video; you will be able to identify other performance issues in Splunk.
-
Enable Peer Nodes
After watching this video; you will be able to enable Splunk peer nodes.
-
Enable the Master Node
After watching this video; you will be able to enable the Splunk indexer cluster master node.
-
Executing Secondary Searches
After watching this video; you will be able to create a secondary search on Splunk results.
-
Extending Alert Functionality
After watching this video; you will be able to edit and expand the functionality of a Splunk alert.
-
Generating Tables
After watching this video; you will be able to create tables from a Splunk search.
-
Identifying Data Patterns
After watching this video; you will be able to use the Splunk patterns tab to identify data patterns.
-
Installing Splunk on a Windows Server
After watching this video; you will be able to install a Splunk instance.
-
Installing Splunk on Linux
After watching this video; you will be able to install Splunk on several Linux platforms.
-
Installing Splunk on Windows
After watching this video; you will be able to install Splunk on Windows systems.
-
Introducing Indexer Clusters
After watching this video; you will be able to describe the steps in deploying indexer clusters.
-
Introduction to Alerts
After watching this video; you will be able to identify the different types of alerts in Splunk.
-
Introduction to Dashboard Editor
After watching this video; you will be able to access the dashboard editor in Splunk.
-
Introduction to Editing Simple XML
After watching this video; you will be able to modify dashboards by editing simple XML.
-
Introduction to Splunk
After watching this video; you will be able to identify the functions and abilities of Splunk.
-
Investigate Events Using the Timeline
After watching this video; you will be able to utilize the timeline view to analyze Splunk events.
-
Locating and Sharing Reports
After watching this video; you will be able to find saved reports and share them.
-
Migrating to a New Server
After watching this video; you will be able to migrate indexes and data to a new server.
-
Monitoring Network Ports and Splunk Forwarders
After watching this video; you will be able to import data from network ports and Splunk forwarders.
-
Moving the Index Database
After watching this video; you will be able to change the location of the Splunk index database.
-
Navigating the Splunk Interface
After watching this video; you will be able to navigate the Splunk bar and Apps.
-
Other Alert Actions
After watching this video; you will be able to configure alternate alert modes in Splunk.
-
Other Charting Types
After watching this video; you will be able to utilize other chart types in Splunk.
-
Pie; Scatter; and Bubble Charts
After watching this video; you will be able to display data as pie; scatter; and bubble charts.
-
Pivot Overview
After watching this video; you will be able to recognize the components of the Pivot interface.
-
Precedence of Splunk Configuration Files
After watching this video; you will be able to identify the order in which Splunk applies configuration directives and attributes.
-
Restarting Splunk Nodes
After watching this video; you will be able to restart a single Splunk node or an entire cluster.
-
Restoring Data
After watching this video; you will be able to restore previously archived Splunk data.
-
Retrieve Events Using Fields
After watching this video; you will be able to use data fields to find Splunk events.
-
Retrieve Events with Search
After watching this video; you will be able to use the Splunk search command to find events.
-
Running Splunk Without Administrator Permissions
After watching this video; you will be able to use Splunk without Administrator access.
-
Save a Pivot as a Dashboard Panel
After watching this video; you will be able to save pivots to the dashboard.
-
Saving and Viewing Reports
After watching this video; you will be able to save reports and view saved reports.
-
Scaling Your Deployment
After watching this video; you will be able to scale a Splunk deployment to meet requirements.
-
Search Actions and Modes
After watching this video; you will be able to control search job progress and mode in Splunk.
-
Searching for Data in Splunk
After watching this video; you will be able to use the Search features to find data.
-
Sending an Alert E-mail
After watching this video; you will be able to configure Splunk to send an e-mail during an alert condition.
-
Setting Data Source Type
After watching this video; you will be able to change the type of data source used by Splunk to index your data.
-
Specifying Search Indexes and Permissions
After watching this video; you will be able to control the indexes used to perform a search and who has access to them.
-
Splunk Data Models and Objects
After watching this video; you will be able to describe data models and objects in Splunk.
-
Splunk Licensing
After watching this video; you will be able to identify the types of Splunk licenses and choose what best suits your requirements.
-
Splunk Web Introduction
After watching this video; you will be able to log in to and identify Splunk Web administration components.
-
Start and Stop Splunk Enterprise
After watching this video; you will be able to start and stop the Splunk service on multiple platforms; and configure Splunk to start at boot.
-
Starting Splunk
After watching this video; you will be able to start the Splunk service on multiple operating systems.
-
Storage Requirements
After watching this video; you will be able to determine Splunk storage requirements.
-
Take a Node Offline
After watching this video; you will be able to remove a Splunk peer from operation for maintenance.
-
Throttling Alert Rates and Alert Permissions
After watching this video; you will be able to utilize throttling to limit Splunk alerts and set alert permissions.
-
Tokens and Dashboards
After watching this video; you will be able to utilize Splunk tokens in Dashboards using simple XML.
-
Upgrading Splunk
After watching this video; you will be able to upgrade an existing Splunk instance on a Unix or Windows system.
-
Using Attributes from Lookup Tables
After watching this video; you will be able to add attributes from Lookup tables to your Splunk data model object.
-
Using Automatically Extracted Attributes
After watching this video; you will be able to add attributes that were automatically extracted to your Splunk data model object.
-
Using Dashboards
After watching this video; you will be able to work with Splunk dashboards.
-
Using Search Macros
After watching this video; you will be able to create Splunk macros to simplify searches.
-
Using the Splunk Data Summary
After watching this video; you will be able to view the data sources available to you for searching.
-
Using the Time Range Picker
After watching this video; you will be able to specify a time range for the results of your search.
-
View the Master Dashboard
After watching this video; you will be able to access the dashboard of the Splunk cluster master.
-
View the Peer and Search Head Dashboards
After watching this video; you will be able to access the Splunk dashboard of the peers and the search head.
-
Viewing Search Results
After watching this video; you will be able to navigate the search result tabs.
-
Visualizing Events
After watching this video; you will be able to access visualizations of Splunk events.
-
Working with Splunk Configuration Files
After watching this video; you will be able to copy and edit Splunk configuration files.
-
Adding and Using a Search Object
After watching this video; you will be able to add the Search Object and use it to search for information within the QlikView document.
-
Adding the Statistics Box
After watching this video; you will be able to add the statistics box object to a QlikView document to create summaries of the data.
-
Aligning and Managing Items on Sheets
After watching this video; you will be able to align; adjust; and rearrange items in a QlikView document.
-
Configuring Sheet Properties
After watching this video; you will be able to configure sheet properties in a QlikView document.
-
Configuring User and Document Settings
After watching this video; you will be able to configure QlikView user and document settings.
-
Connecting to a Data Source
After watching this video; you will be able to describe and connect to data sources in QlikView to create visualizations.
-
Consolidating Multiple Sources
After watching this video; you will be able to consolidate multiple data sources into one QlikView visualization report.
-
Creating a List Box and Multibox
After watching this video; you will be able to create and configure a list box and multibox to display certain elements in a QlikView visualization.
-
Creating a Quick Chart
After watching this video; you will be able to use the Quick Chart Wizard to create a chart in a QlikView document.
-
Creating a Statistics Chart
After watching this video; you will be able to use the Statistics Chart Wizard to create a statistic chart in a QlikView document.
-
Creating a Table Box
After watching this video; you will be able to create and configure a table box to select the columns to display in the QlikView visualization.
-
Creating a Time Chart
After watching this video; you will be able to use the TimeChart Wizard to create a time chart within a QlikView document.
-
Creating an Input Box
After watching this video; you will be able to create and configure an input box to enter data into QlikView variables and display their values.
-
Creating and Using Bookmarks
After watching this video; you will be able to create and use the Bookmark feature in QlikView.
-
Creating Other Objects
After watching this video; you will be able to create other objects to specify elements of a QlikView visualization to display.
-
Exploring the Interface and Customization
After watching this video; you will be able to identify the parts of the QlikView user interface and how it can be customized.
-
Exporting Data
After watching this video; you will be able to export data from QlikView to other applications and programs.
-
Installing QlikView
After watching this video; you will be able to install QlikView.
-
Managing Chart Properties
After watching this video; you will be able to manage chart properties in QlikView.
-
Managing Sheets
After watching this video; you will be able to add; copy; delete; promote; and demote sheets within a QlikView document.
-
QlikView Introduction
After watching this video; you will be able to describe QlikView and how it is used for business intelligence.
-
Sorting and Filtering Data
After watching this video; you will be able to sort and filter data in a QlikView document using various methods.
-
Using a Pivot Table
After watching this video; you will be able to pivot; filter; and change a pivot table in a QlikView document.
-
Using the Current Selections Window and Object
After watching this video; you will be able to view the Current Selections window and add the Current Selection object to a QlikView visualization.
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Using QlikView to View BI Data
After watching this video; you will be able to use QlikView to create visualizations of BI data for analysis.
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A Simple Dashboard
In SQL Server 2012; you can create effective dashboards to provide your audience with a wealth of information at a glance. In this video; Joe Khoury discusses how to create a basic dashboard using PowerPivot.
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Key Performance Indicators
In SQL Server 2012; by using PowerPivot you can easily create dashboards that incorporate valuable Key Performance Indicators "KPIs". In this video; Joe Khoury discusses how to deploy a Key Performance Indicator on SQL Server 2012 data by using PowerPivot.
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Power View
Power View is a Microsoft Excel 2013 add-in that uses Silverlight technology to create rich visual reports. In this video; Joe Khoury discusses how to use Power View against SQL Server 2012 to create a powerful visual report.
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Report Builder
Report Builder is an authoring tool that you can use with SQL Server 2012 to publish reports to a SharePoint library; a report server or the local computer. In this video; Joe Khoury discusses how to use Report Builder against SQL Server 2012.
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Sorting By Month
In SQL Server 2012 business intelligence reports; PowerPivot is a great tool but it automatically sorts months by alphabetical order; which in a business intelligence report is meaningless. In this video; Joe Khoury demonstrates how to overcome this PowerPivot limitation quickly and easily.
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Top and Bottom Performers
In SQL Server 2012; you can use PowerPivot to filter data in reports with lot of data that impact the reporting process negatively. In this video; Joe Khoury demonstrates how to filter data and report top and bottom performers in a business intelligence report.
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Using Dax Expressions
In SQL Server; you can use the Data Analysis Expression language to build formulas and expressions; which you can incorporate into your reports to analyze; format; and manage your data. In this video; Joe Khoury introduces the DAX language and explains how to use it against your SQL Server 2012 dataset by using PowerPivot.
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Using SQL Statements
In SQL Server; you can use PowerPivot to import; sort; combine; and filter your dataset. In this video; Joe Khoury demonstrates how to use SQL statements against the database in PowerPivot.
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Using Views
In SQL Server; you can use views to significantly reduce the size of the dataset your business intelligence package will use. In this video; Joe Khoury demonstrates how to use SQL Server 2012 views in PowerPivot.
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Blending Data
After watching this video; you will be able to blend data.
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Changing the Shape of Marks
After watching this video; you will be able to change the shape of marks.
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Changing the Size of Marks
After watching this video; you will be able to change the size of marks.
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Choosing Mark Types
After watching this video; you will be able to choose different mark types.
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Connecting to Various Data Sources
After watching this video; you will be able to connect to a data source.
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Create a map and a dashboard
After watching this video; you will be able to create a map and dashboard.
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Create and Customize a Chart
After watching this video; you will be able to create and customize a chart.
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Creating a Dual Axis Chart
After watching this video; you will be able to create a dual axis chart.
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Creating a Shared Axis Chart
After watching this video; you will be able to create a shared axis chart.
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Creating Bullet Graphs
After watching this video; you will be able to create bullet graphs.
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Creating Calculated Fields
After watching this video; you will be able to create calculated fields.
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Creating Crosstabs
After watching this video; you will be able to create crosstabs.
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Creating Simple Dashboards
After watching this video; you will be able to create simple dashboards.
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Creating Treemaps
After watching this video; you will be able to create treemaps.
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Creating Unstacked Area Charts
After watching this video; you will be able to create unstacked area charts.
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Customizing Mapping and Mark Types
After watching this video; you will be able to customize mapping and mark types.
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Customizing Tooltips
After watching this video; you will be able to customize the tooltips.
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Customizing Your View of the Data
After watching this video; you will be able to customize the view of the data.
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Displaying Multiple Measures
After watching this video; you will be able to display multiple measures.
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Enhancing Bar Charts
After watching this video; you will be able to enhance bar charts.
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Examining Advanced Dashboard Elements
After watching this video; you will be able to recall some of the advanced dashboard elements.
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Examining the Data Window
After watching this video; you will be able to recall the different sections of the data window.
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Exploring Dimensions and Measures
After watching this video; you will be able to define dimensions and measures as they relate to Tableau.
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Exploring Shelves and Cards
After watching this video; you will be able to describe how shelves and cards are used.
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Exporting Worksheets and Dashboards
After watching this video; you will be able to export worksheets and dashboards.
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Extracting Data
After watching this video; you will be able to extract data.
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Filtering Data
After watching this video; you will be able to filter data in the viewer.
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Formatting Options
After watching this video; you will be able to use the formatting options on the header; marks and axes.
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Making Box Plots
After watching this video; you will be able to make box plots.
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Making Pie Charts
After watching this video; you will be able to make pie charts.
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Publishing to the Web
After watching this video; you will be able to publish to the web.
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Use Reference Lines
After watching this video; you will be able to use reference lines.
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Using Color Options
After watching this video; you will be able to use different color options.
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Using Custom Background Images
After watching this video; you will be able to use custom background images.
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Using Dashboard Actions
After watching this video; you will be able to use dashboard actions.
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Using Geocoded Fields
After watching this video; you will be able to use geocoded fields.
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Using Parameters
After watching this video; you will be able to use parameters in the viewer.
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Using Scatter Plots
After watching this video; you will be able to use scatter plots.
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Using Show Me
After watching this video; you will be able to use the show me tab.
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Using Table Calculations
After watching this video; you will be able to use table calculations.
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Using Tableau Reader
After watching this video; you will be able to use Tableau Reader.
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Using Text Tables
After watching this video; you will be able to use text tables.
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Using Word Clouds
After watching this video; you will be able to use word clouds.
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Using Worksheet Actions
After watching this video; you will be able to use worksheet actions.
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Working with a Multi-Measure Marks Card
After watching this video; you will be able to work with a multi-measure marks card.
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Working with Background Maps and Layers
After watching this video; you will be able to work with background maps and layers.
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Working with Bubble Chart
After watching this video; you will be able to work with bubble charts.
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Working with Trend Lines
After watching this video; you will be able to work with trend lines.
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Chart Types
Crystal Reports 2011 provides numerous chart types and options to analyze and depict different types of business data. In this video; Joe Khoury discusses the various chart types in Crystal Reports.
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Cross-Tab Expert
In Crystal Reports; you can change the design; style; and format settings of your Cross-Tab report as per your preferences. In this video; Joe Khoury introduces the various features of the Cross-Tab Expert.
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Cross-Tab Report Wizard
In Crystal Reports 2011; you can analyze data for business intelligence purposes. In this video; Joe Khoury demonstrates how to use the Cross-tab report wizard in Crystal reports 2011.
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Formatting a Cross-Tab Report
In Crystal Reports 2011; you can create Cross-Tab reports for summarizing the business information and format it. In this video; Joe Khoury demonstrates how to format a Cross-Tab report.
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Formatting a Map Object
In Crystal Reports; Map objects are effective for visual illustration of geographically based Business Analytics. In this video; Joe Khoury demonstrates how to format a Map object in Crystal Reports 2011.
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Map Objects in Crystal Reports
In Crystal Reports; the Map object is an effective visual aid when analyzing data based on geographic information. In this video; Joe Khoury demonstrates how to use the Map object in Crystal Reports 2011.
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The Chart Expert
In Crystal Reports; you can control the design and all aspects of style; and format for a chart. In this video; Joe Khoury discusses the features and options in the Chart Expert.
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The Map Expert
In Crystal Reports 2011; the Map Expert allows you to set the design; style; and format of a Map object. In this video; Joe Khoury discusses the features and options in the Map Expert.
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Trendlines in Charts
In Crystal Reports; placing a trend line in a chart provides a powerful visual cue as to the tendency of the business data being analyzed. In this video; Joe Khoury discusses how to use trend lines in charts by using the Crystal Reports Trendline feature.
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Using Charts in a Subreport
In Crystal Reports 2011; you can use charts within Subreports to visually highlight the important aspects of your report. In this video; Joe Khoury demonstrates how to use a chart in a Subreport.
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Using Charts in Existing Reports
In Crystal Reports 2011; you can insert charts in your reports to create a visual impact. In this video; Joe Khoury demonstrates how to insert a chart in an existing report.
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Using Cross-tabs in Existing Reports
In Crystal Reports 2011; you can add a Cross-Tab report in an existing grouped summary report and avoid having to recreate it from scratch. In this video; Joe Khoury explains how to insert a Cross-Tab report in an existing report.
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Using Subreports
You can use the Subreport feature in Crystal Reports 2011 to organize data and highlight the main aspects of your report. In this video; Joe Khoury demonstrates how to use Subreports.
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Using the Wizard to Make a Chart Report
In Crystal Reports; you can create chart reports for visual impact. In this video; Joe Khoury discusses how to use the Report Creation Wizard to create a chart report.
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Add Command DB Expert
In Crystal Reports 2011; you can use a SQL statement directly in the Database Expert to pull data into the records. In this video; Joe Khoury demonstrates how to use Add Command to pull data into the reports by using a SQL statement against the database.
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Basic Versus Crystal Syntax
Crystal Reports 2011 allows you to create powerful formulas for formatting and calculations in Crystal and Basic syntax. In this video; Joe Khoury demonstrates how to use Crystal and Basic syntax in the reports.
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Changing the Interface Layout
The Crystal Reports 2011 has an intuitive interface with an unparalleled level of flexibility that allows effective formatting and layout designing. In this video; Joe Khoury demonstrates how to use the various features in Crystal Reports 2011 to maximize space in the Report Editor.
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Conditional Formatting Part One
In Crystal Reports 2011; you can conditionally format objects by using a formula which is a small program. In this video; Joe Khoury demonstrates conditional formatting of objects in a report by using a formula.
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Conditional Formatting Part Two
In Crystal Reports 2011; you can conditionally format the font style of an object by using a formula. In this video; Joe Khoury demonstrates how to conditionally format the font style of an element by using a formula.
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Connecting to Data
Crystal Reports 2011 has a powerful and easy-to-use data connection platform when compared to other reporting tools. In this video; Joe Khoury explains how the Crystal Reports 2011 data connection platform works.
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Context Sensitive Help
In Crystal Reports 2011; you can use the context-sensitive help system to quickly find the search elements. In this video; Joe Khoury demonstrates how to use the context-sensitive Help to find the search element.
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Create a Function
Crystal Reports 2011 allows users to create and reuse custom functions. In this video; Joe Khoury demonstrates how to create; save; and use a custom function in the Formula Editor.
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DB Expert
The Database Expert feature in Crystal Reports 2011 provides a graphical way to specify the data that you want to use in your report. In this video; Joe Khoury explains the Database Expert layout and its features.
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Default Options
Crystal Reports 2011 has several default options and you can modify these default options to suit your preferences. In this video; Joe Khoury explains how to access and change the default options for Crystal Reports 2011.
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Exporting Reports
In Crystal Reports 2011; you can export reports in a variety of formats. In this video; Joe Khoury discusses how to export the reports in different formats.
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Form Letters
Crystal Reports 2011 provides an effective way to create form letters in a blank report to send to numerous contacts. In this video; Joe Khoury demonstrates how to create a form letter by using a blank report in Crystal Reports 2011.
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Formatting Basics
Crystal Reports 2011 offers numerous options to format a report. In this video; Joe Khoury introduces some formatting basics and demonstrates how to preview the formatting changes.
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Formula Workshop
The Formula Workshop feature in Crystal Reports 2011 allows users to create and work with formulas that may not be available in the data sources. In this video; Joe Khoury demonstrates how to access the Formula Workshop and then explains its features and layout.
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Grids Guidelines Alignment
Crystal Reports 2011 has some powerful tools to align and present data in a professional and an effective manner. In this video; Joe Khoury explains how to use the Grids; Guidelines; and the Alignment features.
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Mailing Label Wizard
The Mailing Label Wizard feature in Crystal Reports 2011 allows you to automate the mailing process in an easy and effective way. In this video; Joe Khoury demonstrates how to use the Mailing Label Wizard.
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Math and Summary Functions
Crystal Reports 2011 offers several Math and Summary functions that you can use in your reports. In this video; Joe Khoury demonstrates how to use Math and Summary functions in the Formula Editor.
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Running Totals
In Crystal Reports 2011; you can use a special field; the Running Total Fields; to implement a running total in a report. In this video; Joe Khoury demonstrates how to create a running total in a report.
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Running Totals and Groups
In Crystal Reports 2011; you can combine running totals with grouping to add more meaning to the report. In this video; Joe Khoury demonstrates how to use Running Total Fields with the Group in a report.
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Standard Report Creation Wizard
In Crystal Reports 2011; you can use the Standard Report Creation Wizard to create a report from scratch. In this video; Joe Khoury demonstrates how to launch and use the Standard Report Creation Wizard to create a report.
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String Functions
Crystal Reports 2011 provides several functions to manipulate string values. In this video; Joe Khoury demonstrates how to use some of the string functions in the Formula Editor.
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The Menu
Crystal Reports 2011 has a comprehensive menu system that allows users to access features and functionalities with ease. In this video; Joe Khoury discusses each menu in Crystal reports 2011 and it's respective features.
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The Start Page
In Crystal Reports 2011; the Start Page provides some options to open and create reports and also presents other useful resources that you may access at anytime. In this video; Joe Khoury introduces the Crystal Reports Start Page.
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The Work Area
Crystal Reports 2011 has an effective and powerful user interface. In this video; Joe Khoury demonstrates how the Crystal Editor and work area is laid out.
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Using Formulas in Reports
Crystal Reports 2011 allows you to create effective formulas and present information the way you intended. In this video; Joe Khoury explains how to create formulas and present them to your audience in a meaningful way.
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Working with Fields
In Crystal Reports 2011; you use the Field Explorer feature to add and place fields in reports while working with data. In this video; Joe Khoury explains how to work with fields in the Field Explorer and place them in a report.
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Data Science
Data science; driven by Big Data from every sphere; enables the continuing rapid creation of data products – evident in the accuracy of recent trend-spotting technologies. In this video; Charles Robinson explains the role of data scientists; proficient in a range of specific skills including visualization; in helping companies with inadequate infrastructures to transition their data to more structured states.
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In Practice
The organizational processing and analysis of Big Data requires large investments in human; hardware; and software resources; a flexible architecture accommodating global and local change; and scalable; cloud-based hosting solutions. In this video; Charles Robinson considers data-warehouse cleaning and the cost-savings that can be effected in infrastructure; staffing; rapid services deployment; and data transportation by choosing a cloud-based hosting solution.
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Statistics
The conversion of structured and unstructured Big Data into meaningful information by statisticians promises to enable decision automation. In this video; Charles Robinson uses published statistics to illustrate the demands being placed on the technology stacks making up the Big Data landscape; and outlines the costs of failing to differentiate between; good and bad information.
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AdaBoost
After watching this video; you will be able to use the boosting function from the adabag package in R.
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Bagging
After watching this video; you will be able to use the bagging function from the adabag package in R.
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Calculating Confidence Intervals
In this video; Steve Scott demonstrates how to use the confint function on a dataset to calculate the confidence interval in R programs.
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Categorize Continuous Variables
In this video; Steve Scott demonstrates how to categorize continuous data in R.
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Classification Trees with rpart
After watching this video; you will be able to create a basic classification tree using rpart in R.
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Classification Trees with the tree Package
After watching this video; you will be able to create a basic classification tree with the trees package in R.
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Cleaning Data
In this video; Steve Scott demonstrates how to segregate data in R.
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Clustering Large Applications (Clara)
After watching this video; you will be able to use the clusplot function to perform a cluster plot on a clara object in R.
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Combining Random Forests
After watching this video; you will be able to combine random forest ensembles into a single object in R.
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Data Frames
In this video; Steve Scott demonstrates how to create and access properties of a data frame in R.
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Examples of Data Science
Data Science employs techniques from different fields to extract knowledge from data. In this video; Steve Scott outlines common problems addressed by data scientists.
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Fitting Generalized Linear Models
In this video; Steve Scott demonstrates how to create a generalized linear model (glm) in R programs.
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Foreach Looping
After watching this video; you will be able to use the foreach loop in R.
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Fuzzy C-Means Clustering
After watching this video; you will be able to perform a fuzzy C-Means clustering from the e1071 package in R.
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Hierarchical Clustering with corclust
After watching this video; you will be able to use the corclust function in the klaR package in R.
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Import JSON Data
In this video; Steve Scott demonstrates how to import JSON data in R.
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Imputation using the Hmisc Package
In this video; Steve Scott demonstrates how to perform imputations by using the Hmisc package in R.
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K-Means Clustering
After watching this video; you will be able to perform k-means clustering on data in R.
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K-Nearest Neighbor Classification
After watching this video; you will be able to perform a K-Nearest Neighbor Classification in R.
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Linear Discriminant Analysis (LDA)
After watching this video; you will be able to use the lda function in R.
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Linear Modeling
In this video; Steve Scott demonstrates how to compute a linear model in R.
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Loess Regression
After watching this video; you will be able to perform a curve fit using the Loess method in R.
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Merging Data
In this video; Steve Scott describes how to merge two data frames in R.
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Mixture Discriminant Analysis (MDA)
After watching this video; you will be able to perform a MDS using the mda package in R.
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Modeling for Data Science
R is a powerful statistical program and programming language. In this video; Steve Scott identifies the most frequently used functions used for data modeling and analysis in R.
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Multidimensional Scaling
After watching this video; you will be able to perform classical multidimensional scaling using cmdscale in R.
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Overlay Density Plots
After watching this video; you will be able to create an overlay density plot using the caret package in R.
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Partial Least Squares Regression (PLS)
After watching this video; you will be able to perform a PLS regression using the pls package in R.
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Partitioning Around Medoids (PAM)
After watching this video; you will be able to use the clusplot function to perform a cluster plot on a pam cluster in R.
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Plotting Linear Models
Plotting linear models within statistical data analysis is used for the purpose of identifying trends; by discovering relationships among variables and summarizing considerations of how the data relates to the underlying population. In this video; Steve Scott demonstrates how to plot linear models in R using ggplot2's qplot function.
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Quadratic Discriminant Analysis (QDA)
After watching this video; you will be able to use the qda function from the MASS package in R.
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Random Forests for Unsupervised Proximity Classification
After watching this video; you will be able to use random forests for unsupervised classification in R.
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Regression Trees with rpart
After watching this video; you will be able to create a basic regression tree using rpart in R.
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Reshaping Data
Reshaping data is the process of rearranging data into a format appropriate for a specific type of analysis. In this video; Steve Scott demonstrates how to reshape data in R.
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Scatterplot 3D Visualization
After watching this video; you will be able to create a 3D Scatterplot in R.
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Scatterplot Matrix
After watching this video; you will be able to create a scatterplot matrix using the caret package in R.
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Selecting K for kmeans Clustering
After watching this video; you will be able to use the kselection package to select k for a kmeans clustering in R.
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Simple Random Imputation
In this video; Steve Scott demonstrates how to perform basic imputations in R.
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Smoothing Splines
After watching this video; you will be able to plot a smoothing spline from the splines packages in R.
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Summary Statistics
In this video; Steve Scott describes how to use the structure; summary; and head functions in RStudio to analyze imported sample datasets.
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Supervised and Unsupervised Learning
After watching this video; you will be able to distinguish between supervised and unsupervised learning.
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Support Vector Machines (SVMs)
After watching this video; you will be able to use the SVM function from the e1071 library in R.
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The Predict Function
In this video; Steve Scott demonstrates how to use the predict function to predict values based on a linear model object in R.
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The R fitted Function
In this video; Steve Scott demonstrates how to use the fitted function on a dataset in R.
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The R forecast Package
In this video; Steve Scott demonstrates how to use the forecast package on a built-in time series dataset in R.
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The R residuals Function
In this video; Steve Scott demonstrates how to use the residuals function on a dataset to extract the model residuals in R programs.
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The randomForest Package
After watching this video; you will be able to use the randomforest package for classification in R.
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The TukeyHSD test
In this video; Steve Scott demonstrates how to use the TukeyHSD function in R.
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The Variance-Covariance Matrix
In this video; Steve Scott demonstrates how to use the vcov function on a dataset to retrieve the variance-covariance matrix in R.
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Transposing Data
In this video; Steve Scott demonstrates how to transpose data in R.
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t-test
In this video; Steve Scott demonstrates how to perform a t-test on a randomly generated dataset in R.
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What is Data Science?
In this video; Steve Scott describes and defines data science as well as the types of skills a data scientist use.
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Analytics and Types
After watching this video; you will be able to recognize key characteristics and types of analytics.
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Data Mining
After watching this video; you will be able to distinguish between the two aspects of data mining.
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Data Types and Data Preprocessing
After watching this video; you will be able to differentiate between data acquisition and data reduction.
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Finance and Healthcare Applications
After watching this video; you will be able to illustrate a finance and healthcare application of predictive analytics.
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Fraud Detection and Risk Management
After watching this video; you will be able to illustrate a fraud detection or risk management application of predictive analytics.
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Generalized Linear Models
After watching this video; you will be able to define generalized linear model and provide an example of its use.
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Logistic Regression
After watching this video; you will be able to define logistic regression model and provide an example of its use.
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Machine Learning
After watching this video; you will be able to define machine learning models and provide an example of their use.
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Management Decision Support Systems
After watching this video; you will be able to illustrate a management decision support system application of predictive analytics.
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Modeling Tools – Open Source and Commercial
After watching this video; you will be able to name key analytics tools on the market or open-source tools.
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Neural Networks
After watching this video; you will be able to define neural network models and provide an example of their use.
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Models
After watching this video; you will be able to identify common predictive analytics models.
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Overview
After watching this video; you will be able to identify key characteristics and examples of predictive analytics.
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Propensity Modeling
After watching this video; you will be able to define propensity models and provide an example of its use.
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ROI Analysis
After watching this video; you will be able to use predictive analytics to support an ROI decision.
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Sales and Marketing Applications
After watching this video; you will be able to illustrate a sales and marketing application of predictive analytics.
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Statistical Models
After watching this video; you will be able to identify statistical models and provide examples of their use.
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Technology and Big Data Influences
After watching this video; you will be able to recognize technology and big data influences on predictive analytics.
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Times Series Analysis
After watching this video; you will be able to analyze time series data using a common analysis technique.
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Uplift Models
After watching this video; you will be able to define uplift models and provide an example of their use.
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Using a Predictive Modeling Tool
After watching this video; you will be able to perform a simple application of predictive analytics using sample data and a software tool.
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Advanced Locking Techniques
After watching this video; you will be able to describe advanced locking techniques in a relational database.
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Architectures; Models; and Normalization
After watching this video; you will be able to identify the different database architectures; models; and perform normalization on a database.
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Benefits of Normalization
After watching this video; you will be able to identify the benefits of a well normalized database for users.
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Concurrency Problems (Part 1)
After watching this video; you will be able to identify the concurrency issues that can occur within a relational database.
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Concurrency Problems (Part 2)
After watching this video; you will be able to identify the concurrency issues that can occur within a relational database.
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Database Modeling
After watching this video; you will be able to describe entity-relationship modelling for an RDBMS.
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DBA and the Role of Views in Security
After watching this video; you will be able to recognize how the role of a DBA can ensure security within a relational database.
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DBMS Transactions and ACID Properties
After watching this video; you will be able to describe DBMS transactions and the ACID properties used to maintain data integrity.
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DDL and DCL Statements
After watching this video; you will be able to identify the different DDL and DCL statements and their uses.
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Describing Concepts for Managing Data
After watching this video; you will be able to identify relational algebra concepts; how transactions are implemented; and concurrency and locking concepts.
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DML Statements
After watching this video; you will be able to identify the different DML statements and their uses.
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Domain Relational Calculus
After watching this video; you will be able to identify what domain relational calculus is.
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Dr. Codd's 13 Rules for a Relational Database
After watching this video; you will be able to identify the 13 rules published by Dr. Codd to help determine whether a database is relational.
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Features of RDBMSs
After watching this video; you will be able to describe the features and components of an RDBMS.
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Flat-File; Hierarchical; and XML Database Models
After watching this video; you will be able to describe the features and characteristics of flat-file; hierarchical; and XML database models.
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Functions Performed Using SQL
After watching this video; you will be able to describe the different functions that can be performed using SQL in a relational database.
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Fundamentals of Locking
After watching this video; you will be able to recognize the fundamentals of locking in a relational database.
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Indexes; Triggers; and Stored Procedures
After watching this video; you will be able to describe indexes; triggers; and stored procedures and how they help to access and manage data.
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Introduction to a DBMS
After watching this video; you will be able to describe a DBMS; its components; and advantages for users.
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Introduction to Relational Algebra
After watching this video; you will be able to describe relational algebra; what it achieves in a database; and the basic operations.
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Introduction to Relational Calculus
After watching this video; you will be able to describe relational calculus for a relational database .
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Levels of a DBS Architecture
After watching this video; you will be able to describe the three levels of a DBS architecture.
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Network and Relational Database Models
After watching this video; you will be able to describe the network and relational database models.
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Normalization (Part 1)
After watching this video; you will be able to describe the 1NF and 2NF in normalization for a database.
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Normalization (Part 2)
After watching this video; you will be able to describe 3NF and BCNF in normalization for a database.
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Normalization (Part 3)
After watching this video; you will be able to describe 4NF and 5NF in normalization for a database.
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Object-Oriented and Object-Relational DB Models
After watching this video; you will be able to describe the object-oriented and object-relational database models.
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Relational Algebra Difference and Product
After watching this video; you will be able to describe the relational algebra difference and Cartesian product set operations.
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Relational Algebra Division
After watching this video; you will be able to describe the native relational algebra division operation.
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Relational Algebra Joins
After watching this video; you will be able to describe the native relational algebra theta; equi; natural; semi join operations.
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Relational Algebra Outer Joins
After watching this video; you will be able to describe the native relational algebra outer joins.
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Relational Algebra Projection
After watching this video; you will be able to describe the native relational algebra projection operation.
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Relational Algebra Selection
After watching this video; you will be able to describe the native relational algebra selection operation.
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Relational Algebra Union and Intersection
After watching this video; you will be able to describe the relational algebra union and intersection set operations .
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Requirements of a Good Database
After watching this video; you will be able to identify the requirements that make up a good database.
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SQL Security Concepts
After watching this video; you will be able to recognize security concepts in a relational database.
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The ANSI/ISO Model SQL Transaction Statements
After watching this video; you will be able to describe the ANSI/ISO model and the SQL statements used to process transactions.
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The Centralized DBMS Architecture
After watching this video; you will be able to identify the characteristics of a centralized DBMS architectures.
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The Client/Server DBMS Architecture
After watching this video; you will be able to identify the characteristics of a client/server DBMS architecture.
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The Distributed and Parallel DBMS Architecture
After watching this video; you will be able to identify the characteristics of a distributed and parallel DBMS architecture.
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The N-Tier DBMS Architecture
After watching this video; you will be able to identify the characteristics of an n-tier DBMS architecture.
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Tuple Relational Calculus
After watching this video; you will be able to identify what tuple relational calculus is.
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Types of Constraints
After watching this video; you will be able to describe the types of constraints that can be used for data integrity.
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Types of Database Users
After watching this video; you will be able to identify different types of database users.
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Types of Keys in a Table
After watching this video; you will be able to describe the different types of keys that can be implemented on a column in a table.
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Understanding Tables
After watching this video; you will be able to identify the characteristics of a table in the conceptual level of the database architecture.
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Advanced Relationship Modeling
After watching this video; you will be able to define advanced relationships in a logical data model.
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Boyce-Codd Normal Form
After watching this video; you will be able to perform BCNF when designing a database.
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Conceptual Schema Integration – Steps 1 and 2
After watching this video; you will be able to perform view integration into an ERD by performing step 1: preintegration analysis and step2: comparison of schemas.
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Conceptual Schema Integration – Steps 3 and 4
After watching this video; you will be able to perform view integration into an ERD by performing step 3: conformation of schemas and step 4: merging and restructuring schemas.
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Creating a Conceptual ERD
After watching this video; you will be able to identify the steps for designing a database and create an ERD.
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Creating an ERD for Designing a Database
After watching this video; you will be able to create an ERD for a database based on a scenario.
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Data Modeling
After watching this video; you will be able to use data modeling to represent real-world concepts.
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Database Design Methodology
After watching this video; you will be able to describe the design methodology and outline the characteristics of a well-designed database.
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DBMS Selection
After watching this video; you will be able to determine the factors in selecting a DBMS for the physical database.
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Defining Attributes
After watching this video; you will be able to identify the different categories of attributes that are used in a logical data model.
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Defining Constraints and Nullability
After watching this video; you will be able to define DEFAULT and CHECK constraints and nullability for attributes in a logical data model.
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Defining Entities
After watching this video; you will be able to define entities in the logical data model for designing a database.
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Defining Keys for Tables
After watching this video; you will be able to describe the different keys used in a logical data model.
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Defining Referential Integrity
After watching this video; you will be able to describe referential integrity and foreign key constraints for a logical data model.
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Defining Relationships
After watching this video; you will be able to define relationships in a logical data model for designing a database.
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Defining the Data Type
After watching this video; you will be able to define the data types for attributes in a logical data model.
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Design the Logical and Physical Database
After watching this video; you will be able to create a logical data model and implement the physical database.
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Determining Attributes and Keys
After watching this video; you will be able to determine attributes for a conceptual ERD for designing databases.
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Determining Entities
After watching this video; you will be able to determine the entities and attributes for a conceptual ERD for designing a database.
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Determining Relationships in an ERD
After watching this video; you will be able to determine the relationships between entities in a conceptual ERD for designing a database.
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First Normal Form
After watching this video; you will be able to perform first normal form when designing a database.
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Fourth and Fifth Normal Form
After watching this video; you will be able to perform fourth and fifth normal forms when designing a database.
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Implementing Hash and Bitmap Indexes
After watching this video; you will be able to implement indexes into a physical database - Hash and Bitmap Indexes.
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Implementing Indexes
After watching this video; you will be able to implement indexes into a physical database.
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Implementing Views
After watching this video; you will be able to implement views into a physical database.
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Information Gathering Techniques (Part 1)
After watching this video; you will be able to describe the different techniques used for requirements gathering when designing a database.
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Information Gathering Techniques (Part 2)
After watching this video; you will be able to identify the advantages and disadvantages of the techniques used to conduct interviews for database design.
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Integrating Views into an ERD
After watching this video; you will be able to intergrate views into an ERD for designing a database.
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Modeling Entity Supertypes and Subtypes
After watching this video; you will be able to model entity supertypes and subtypes in a logical data model.
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Overview of Creating a Conceptual Design
After watching this video; you will be able to describe what a conceptual design and an ERD are when designing a database.
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Overview of Entities; Attributes; and Relationships
After watching this video; you will be able to define entities; attributes; and relationships for a conceptual ERD for designing a database.
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Overview of Normalization
After watching this video; you will be able to describe normalization in relation to designing a database.
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Overview of the Logical Data Model
After watching this video; you will be able to describe the logical data model that is used during the design process of a database.
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Overview of the Logical Database Design
After watching this video; you will be able to describe the logical data model and its advantages.
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Overview of the Physical Data Model
After watching this video; you will be able to describe the physical data model that is used during the design process of a database.
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Overview of the Physical Database Design Phase
After watching this video; you will be able to describe the physical database design phase.
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Planning and Performing the Interviews
After watching this video; you will be able to identify the factors; types of questions; and who the interviewees will include when planning the interviews for database design.
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Requirements Gathering and Analysis Overview
After watching this video; you will be able to identify the objectives for gathering information for the requirements of the database design phase.
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Resolving Many-to-many Relationships
After watching this video; you will be able to resolve many-to-many relationships when building a logical data model.
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Second Normal Form
After watching this video; you will be able to perform second normal form when designing a database.
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The Database Design Life Cycle (Part 1)
After watching this video; you will be able to describe the first two phases of the database design life cycle.
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The Database Life Cycle (Part 2)
After watching this video; you will be able to describe the last two phases of the database design life cycle.
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Third Normal Form
After watching this video; you will be able to perform third normal form when designing a database.
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Three-Schema Database Architecture (Part 1)
After watching this video; you will be able to describe the three-schema database architecture.
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Three-Schema Database Architecture (Part 2)
After watching this video; you will be able to describe the three-schema database architecture mappings and data independence provisioning.
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Transforming Attributes to Columns
After watching this video; you will be able to transform attributes to columns in the physical database design.
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Transforming Entities to Tables
After watching this video; you will be able to transform entities to tables in the physical database design.
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Installing a JDK and Building Spark on Mac OS X Yosemite
After watching this video; you will be able to download and install JDK 8 and build Apache Spark using sbt on Mac OS X Yosemite.
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Data Integrity
In data warehousing; data integrity is what ensures the accuracy and consistency of your data. In this video; Charles Robinson discusses how to ensure data integrity; where to apply it; and its importance.
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Fact
In data warehousing; a fact table contains the measurable items of a particular business process. In this video; Amanda Jones discusses and examines the sales amount fact of the AdventureWorks Data Warehouse.
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Factless Fact
In data warehousing; a factless fact is a fact table that does not contain a measure. In this video; Amanda Jones explains the meaning and purpose of a factless fact.
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Granularity
In data warehousing; granularity is the level of depth of your data; or the level of detail in a particular fact or dimension. In this video; Charles Robinson demonstrates a few examples of granularity using the AdventureWorks Data Warehouse.
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Joins
In data warehousing; a join is how you create the rules of how data is going to need to match in our tables in order to be included in our output. In this video; Charles Robinson demonstrates the different types of joins and their syntax; using SQL Management Studio.
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Normalization vs. Denormalization
In data warehousing; data stored in tables can be either normalized or denormalized. In this video; Charles Robinson explains the difference between normalization and denormalization.
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Schemas
In data warehousing; schemas are the outline or model for database design. The two main schemas used in dimensional modelling are the star and snowflake schemas. In this video; Amanda Jones discusses the star and snowflake schemas.
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Using Reliability and Performance Monitor
After watching this video; you will be able to use Windows Reliability and Performance Monitor to monitor a report server.
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Collation Functions
The collation functions in Microsoft SQL Server 2012 provide sorting rules; cases; and accent-sensitive properties for the data. In this video; Jonathan Summers provides a description of collation in SQL Server before demonstrating how to use the COLLATIONPROPERTY and TERTIARY_WEIGHTS collation functions; as well as sp_helpsort procedure and the SERVERPROPERTY function.
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Columnstore Indexes
Columnstore Indexes in Microsoft SQL Server 2012 can significantly speed-up the processing time of queries by grouping and storing data for each column and then joining the columns to complete the whole index. In this video; Jonathan Summers uses the Object Explorer component of SQL Server Management Studio to create a columnstore index.
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Comments
In Microsoft SQL Server 2012; you can add comments to your SQL Server Integration Services (SSIS) packages so you can convey information to help make the source code easier to understand at a later date. In this video; David Dye demonstrates how to add and configure comments and annotations within a Data Flow and Script task.
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Concatenate Function
In Microsoft SQL Server 2012; you can use the concat function inside of TSQL to join multiple strings together. In this video; Rafiq Wayani demonstrates how the concat function allows you to join two or more values.
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Configure File Tables
Microsoft SQL Server 2012 allows you to create a SQL Server cluster by installing the Failover Clustering feature on your servers. In this video; Rafiq Wayani uses Server Manager to install Failover Clustering on both his servers before explaining the need for network cards for internal communications between the two failover clusters and for external communication.
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Configure Firewall for FILESTREAM Access
Microsoft SQL Server 2012 requires that firewalls be configured on the server side and client side when FILESTREAM data is to be accessed from remote clients in a firewall protected environment. In this video; Jonathan Summers demonstrates how to configure Windows firewalls for FILESTREAM access.
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Connection Managers
In Microsoft SQL Server 2012; SQL Server Integration Services (SSIS) includes a variety of connection managers for connecting data sources that you can create and configure at the package or project level. In this video; David Dye demonstrates how connection managers are defined at the project level; before creating and configuring connection managers for packages and within specific tasks.
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Contained Database Access
In Microsoft SQL Server 2012; you can use the new contained databases (CDBs) and partially contained databases (PCDBs) features to limit access for certain users. In this video; Rafiq Wayani demonstrates how to create and access CDBs and PCDBs from Management Studio.
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Contained Databases
Microsoft SQL Server 2012 has a new feature called partially contained databases; or partial-CDBs. In this video; Rafiq Wayani demonstrates how partial-CDBs are used and enabled.
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Control Flow
Control flow in Microsoft SQL Server 2012 allows you to extract; transform; and load data. In this video; David Dye demonstrates the concept of control flow within an integration services package; the different tasks available within control flow; and the difference between data flow and control flow.
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Create a Directory
Windows Azure Active Directory is a new Windows Azure service that you can use to create directories for Windows Azure SQL Database administration. In this video; Jonathan Summers leads you through the process of creating a new directory from within the Windows Azure Management Portal.
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Create a Federation in Azure Database
Windows Azure SQL Database allows you to deliver scale; performance; and additional capacity in SQL Databases through horizontal partitioning when creating a federation. In this video; Jonathan Summers demonstrates how to add a federation to a database using the Windows Azure Platform Management Portal.
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Create a Microsoft Support Ticket
Windows Azure SQL Database offers multiple support options and enables administrators; depending on their subscription types; to resolve issues beyond their control by submitting support tickets directly to Microsoft. In this video; Jonathan Summers demonstrates how to configure a support ticket; and introduces other forms of support for the Windows Azure SQL Database administrator.
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Create a New Mobile Service
Windows Azure SQL Database enables administrators to create mobile services for use in the production environment; subject to local and Windows Azure firewalls being configured to allow mobile service connectivity. In this video; Jonathan Summers creates a new mobile service; providing a distinct URL for the back-end service and other required options.
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Create a New Sync Agent
Windows Azure SQL Database enables you to create a Sync Agent to synchronize on-premise and Cloud-based databases. In this video; Jonathan Summers uses the Add Sync feature to create and configure a new Sync Agent as well as generate an access key; enabling the Sync Agent's registration with online databases.
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Create a SQL Data Sync Group
Windows Azure SQL Database enables you to synchronize on-premise and Cloud databases by adding them to a Data Sync Group; to which you assign a Sync Agent. In this video; Jonathan Summers uses the Add Sync feature to create a data sync group and then configure the group's sync direction and writable database.
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Create a Table for Storing FILESTREAM Data
In Microsoft SQL Server 2012; once you have created or modified a database to contain a FILESTREAM filegroup; you can then create a table to store FILESTREAM data. In this video; Jonathan Summers uses the Query Editor in SQL Server Management Studio to create a FILESTREAM-enabled table.
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Create a Virtual Machine
Windows Azure SQL Database allows you to quickly and easily create a virtual machine; which is a server in the cloud that you can access and manage just like any other server. In this video; Jonathan Summers uses the Quick Create method to create a virtual machine in the Windows Azure Management Portal.
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Create Access Control Namespaces
Windows Azure SQL Database allows you to create; configure; and activate an Access Control Namespace from your Management Portal. This allows you to manage Access Control Service features; such as the integration of identity federation and single sign-on into your web applications. In this video; Jonathan Summers creates an Access Control Namespace and introduces various Access Control Services.
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Create and Alter FileTables
Microsoft SQL Server 2012 allows you to create and alter FileTables – a new feature that provides compatibility between Windows applications and the file data stored in SQL Server. In this video; Jonathan Summers demonstrates how to create a FileTable using two different methods; as well as how to change the FileTable directory using the ALTER TABLE statement.
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Create Data Storage
Windows Azure SQL Database allows you to create a data storage account and the encrypted online storage you need to import and export databases. In this video; Jonathan Summers creates data storage as well as the primary and secondary access keys; allowing access from outside of the Windows Azure subscription.
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Create Share Drive for Cluster
Microsoft SQL Server 2012 allows you to create a shared drive which; when failover services have been installed on your Windows environment; lets you create a SQL Server cluster. In this video; Rafiq Wayani demonstrates how to configure your machines to communicate with an iSCSI disk; enable Failover Clustering on both machines; and install SQL Server.
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Creating a FILESTREAM Database
In Microsoft SQL Server 2012; you can create a FILESTREAM enabled database to help store and manage unstructured data. In this video; Jonathan Summers uses the query editor in SQL Server Management Studio to create a FILESTREAM database.
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Creating a SQL Database Server in Azure
Windows Azure SQL Database enables you to provision new SQL database servers for your platform subscription from the Windows Azure Management Portal. In this video; Jonathan Summers demonstrates how to create and configure a Web edition database and new SQL database servers.
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Creating a Virtual Network
Windows Azure SQL Database enables you to build and configure a virtual network comprising multiple virtual servers from the Windows Azure Management Portal. In this video; Jonathan Summers demonstrates how to create and configure a virtual network by specifying DNS servers; configuring VPN connectivity; and defining virtual network address spaces.
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Creating a Website
Windows Azure SQL Database offers Quick; Custom; and Gallery web site options you can connect to your Azure web database server. The Gallery's predefined site templates are categorized and cover a range of site types. In this video; Jonathan Summers explores site options from the Windows Azure Management Portal and assign a URL to a template.
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Creating a Windows Azure Profile
Windows Azure SQL Database allows you to use Internet Explorer to quickly and easily set up an account and user profile; thereby enabling you to access the Windows Azure portal where you are presented with several subscription options. In this video; Jonathan Summers leads you through the process of creating a Windows Azure user account.
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Creating SSIS Catalog
Microsoft SQL Server 2012 allows users to create a SQL Server Integration Services (SSIS) Catalog to deploy projects or packages to the Integration Services server. In this video; David Dye demonstrates how to create an SSIS Catalog in the SSISDB; and discusses the project-based deployment method.
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Credentials and Server Roles
New to Microsoft SQL Server 2012 is the ability to easily and quickly create new user-defined server roles and credentials using Transact-SQL. In this video; Rafiq Wayani demonstrates how to create and configure a server role and credential; and assigns members to the server role through the Properties interface.
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Cryptographic Functions
In Microsoft SQL Server 2012; there are two cryptographic hash functions you can use to provide data security when sending or receiving information. In this video; Jonathan Summers demonstrates how encryption hashing can be used to generate hash values on different types of algorithms.
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CTE Functions
Microsoft SQL Server 2012's Common Table Expressions (CTEs) are named expressions or temporary result sets – not stored as objects – defined in and confined to the scope and lifespans of single queries. In this video; Jonathan Summers details the syntax; role; and uses of CTEs; creating a query wherein the WITH and AS clauses define the CTEs.
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Custom Logging
Microsoft SQL Server 2012 Integration Services provides a custom logging feature that users can specify to deal with logging information that falls outside the built-in log providers and event handlers. In this video; David Dye demonstrates how to implement custom logging within a package.
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Data Compression
Microsoft SQL Server 2012 supports row and page compression for tables and indexes allowing you to reduce the size of data inside a database. In this video; Rafiq Wayani introduces Unicode and page-level data compression; explains that data compression saves storage space but drains CPU resources; and implements row-level compression on a database table.
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Data Conversion
Microsoft SQL Server 2012 Integration Services' Data Conversion transformations allow you to convert the data in an input table to a different data type and copy it to a new output table. In this video; David Dye uses a Data Conversion transformation to copy data from a flat file ASCII Source to a Unicode Destination.
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Data Flow
The data flow task in Microsoft SQL Server 2012 is an integral component of data management. In this video; David Dye demonstrates the data flow task within integration services; highlighting the difference between data flow and how the data flow invokes different components within a control flow task.
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Data Flow Redirection
In Microsoft SQL Server 2012; instead of letting failures stop package execution; you can redirect the failed row to an alternate destination where the error can be examined and processed at a later time. In this video; David Dye demonstrates how to redirect a row containing an error within a Data Flow task to a flat file destination.
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Data Profiling
In Microsoft SQL Server 2012; you can use the Data Profiling Control Flow Task to analyse data from tables to verify specified information. In this video; David Dye demonstrates how to define different types of data profiling requests before analysing the results.
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DATETIMEOFFSETFROMPARTS
The new DATETIMEOFFSETFROMPARTS function in Microsoft SQL Server 2012 returns a datetimeoffset value – wherein OFFSET accounts for time-zone difference in hours and minutes - for a specified date and time with the specified precision. In this video; Jonathan Summers details the function's parameters and values before compiling an executable query.
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DBCC CHECKALLOC
Microsoft SQL Server 2012's DBCC CHECKALLOC command checks disk-space allocation structures and page usage in a database; including indexed views. In this video; Jonathan Summers clarifies the role of the NOINDEX and REPAIR options; details CHECKALLOC syntax; and runs DBCC CHECKALLOC on multiple databases as well as a single database.
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DBCC CHECKCATALOG
Microsoft SQL Server 2012 uses Data Definition Language (DDL) triggers that fire in response to various DDL events. In this video; Jonathan Summers creates DDL event triggers to prevent users from creating; altering; or dropping tables.
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DBCC CHECKTABLE
Microsoft SQL Server 2012's DBCC CHECKTABLE command checks and reports on the integrity of all pages making up a table or indexed view. Errors require a database restore rather than running a REPAIR; which might result in data loss. In this video; Jonathan Summers runs a regular and low-overhead DBCC CHECKTABLE command on a database table and a table index.
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DBCC INDEXDEFRAG
Microsoft SQL Server 2012's DBCC INDEXDEFRAG defragments the leaf level of an index so that the physical order of the pages matches the left-to-right logical order of the leaf nodes; therefore improving index-scanning performance. In this video; Jonathan Summers explains how DBCC INDEXDEFRAG operates on an index; reviews an index's fragmentation; and runs INDEXDEFRAG.
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DBCC SHOW_STATISTICS
Microsoft SQL Server 2012's DBCC SHOW_STATISTICS command displays current query optimization statistics for a table or index view. The query optimizer uses these statistics to estimate the number of resulting rows; which enables it to create a high-quality query plan. In this video; Jonathan Summers runs DBCC SHOW_STATISTICS on the index of a table and explains the HISTOGRAM option.
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DDL Triggers and EVENTDATA
Microsoft SQL Server 2012 uses Data Definition Language (DDL) triggers that fire in response to various DDL events. In this video; Jonathan Summers creates DDL event triggers to prevent users from creating; altering; or dropping tables.
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Debugging
Microsoft SQL Server 2012 allows users to debug Integration Services packages by setting breakpoints within the packages; enabling them to evaluate system and user-defined variables at those points in time. In this video; David Dye demonstrates how to set breakpoints; add variables and statements to a watch list; and stop execution at specific points based on event handlers.
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Define AlwaysOn
In Microsoft SQL Server 2012; you can use the AlwaysOn feature to ensure your server access is running at maximum efficiency; even if a failure occurs. In this video; Rafiq Wayani demonstrates the principle of nines; and how the AlwaysOn feature can be used to maintain high availability of your servers or datacenter.
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Delay Validation
In Microsoft SQL Server 2012; DelayValidation is a property of a SQL Server Integration Services (SSIS) package and all of its components that you can use to delay validation until runtime. In this video; David Dye demonstrates the differences between DelayValidation set to True and False; before discussing the use of DelayValidation when a table only gets created on execution.
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Deploy AlwaysOn
AlwaysOn Availability Groups is a new high-availability feature in Microsoft SQL Server 2012 you can deploy as a way of providing an enterprise-level alternative to database mirroring. In this video; Rafiq Wayani demonstrates how to enable AlwaysOn in SQL Server Configuration Manager before using the New Availability Group Wizard to configure a new availability group.
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Derived Column
Microsoft SQL Server 2012 allows you to use the Derived Column transformation to add an entirely new column based upon an Integration Services expression. In this video; David Dye demonstrates how to derive a column called FullName from the FirstName; MiddleName; and LastName columns; using Integration Services rather than a T-SQL statement.
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Detect Running Package
In Microsoft SQL Server 2012; you can implement a script task to detect if a package is already running to prevent conflicts caused by the package running multiple times. In this video; David Dye demonstrates how to configure a script task to assign a global unique identifier to a package to prevent it from executing again if it's already running.
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Discontinue Feature WITH APPEND
Microsoft SQL Server 2012's discontinuance of support for the WITH APPEND clause affects scripts migrated from earlier versions of SQL Server. In this video; Jonathan Summers explains the implications of the discontinuation; searches for and deletes the clause from a script on SQL Server 2012; and executes it successfully.
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Dynamic Connections
Microsoft SQL Server 2012 Integration Services allow you to manage data flows using dynamically-generated connection managers based on either variables or parameters. In this video; David Dye uses a connection manager in conjunction with a FOREACH Loop Container and a variable mapping to the fully-qualified names of a specific file type; to iterate through the files in a database collection.
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Dynamic Management Function
Microsoft SQL Server 2012's Dynamic Management Views and Functions return SQL Server runtime-state information that is used to monitor SQL Server health during runtime; troubleshoot the performance of bottleneck issues; and proactively work to minimize downtime. In this video; Jonathan Summers runs a query containing one of SQL Server 2012's new dynamic management functions.
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Dynamic SQL Statement
Microsoft SQL Server 2012 allows users to replace Dynamic SQL statements with expressions and Integration Services variables. In this video; David Dye demonstrates the steps to replace statements with expressions and variables; as well as how to use the variables within a data flow or Execute SQL task.
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Efficient Index
In Microsoft SQL Server 2012; poorly designed indexes have a negative impact on your overall database performance. Designing efficient indexes will help speed the retrieval of rows from tables and help you to improve the effectiveness of your application. In this video; Rafiq Wayani demonstrates the efficiencies of a clustered index scan compared to a table scan.
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Enable FILESTREAM
Microsoft SQL Server 2012's FILESTREAM feature ensures that your applications can leverage the rich streaming APIs and performance of the file system while maintaining transactional consistency between unstructured data; stored in the NT File System; and structured data; stored in the table. In this video; Jonathan Summers prepares a database to accommodate FILESTREAM.
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Enable or Disable Change Tracking
Microsoft SQL Server 2012's Change tracking is a lightweight solution and efficient change-tracking mechanism for applications that records INSERT; UPDATE; and DELETE activity applied to track tables - supplying the details in easily-consumed rational format. In this video; Jonathan Summers demonstrates how to enable and disable Change tracking at the database and table levels.
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Execute Jobs Using Agent
In Microsoft SQL Server 2012; SQL Server Agent allows you to create and execute jobs that automate database administration. In this video; Rafiq Wayani uses SQL Server Management Studio's New Job dialog box to create a job before scheduling the new job and confirming its status in Event Viewer.
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Execute Package
In Microsoft SQL Server 2012; you can execute a package from within another package to help maintain logic consistency. In this video; David Dye demonstrates how to enable and configure the parent variable configuration using the Execute Package Control Flow task so you can pass a variable from a parent package to a child package.
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Execute Package Procedure
In Microsoft SQL Server 2012; the SSIS catalog provides various packages that can be executed using system stored procedures. In this video; David Dye demonstrates how to execute a package using a system stored procedure available within the SSIS database; and discusses the requirements and configuration steps necessary to execute a package using the stored procedure.
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Execute Process
Microsoft SQL Server 2012's Execute Process Task allows you to execute executables; batch files; or command files as long as the appropriate arguments are passed in its configuration. In this video; David Dye uses Microsoft Visual Studio to show you how to configure and provide arguments allowing the Execute Process Task to call and execute a package's dtexec utility.
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Execute SQL Task
In Microsoft SQL Server 2012; the Execute SQL task allows you to run T-SQL statements or stored procedures from a SQL Server Integration Services (SSIS) package in a control flow. In this video; David Dye demonstrates how to configure an Execute SQL task with a T-SQL statement in conjunction with a Data Flow task to create and populate a table.
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Executing a Package
In Microsoft SQL Server 2012; you can execute a package using a number of different methods. In this video; David Dye demonstrates how to execute a package from the command line; from Visual Studio or SQL Server Data Tools; from Management Studio; and from the Execute Package Utility.
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Export Column
In Microsoft SQL Server 2012; you can configure the Export Column Transformation and use the task in various situations. In this video; David Dye uses the Export Column Transformation task to convert a large amount of data into a text stream and export it from the database to an external file.
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Export SQL Database
Windows Azure SQL Database enables you to export a database; given a BACPAC extension and accessible from your local SQL Server instance; to a container in your storage account location. In this video; Jonathan Summers uses Windows Azure SQL Database’s Export feature to export a database to a BLOB storage account container.
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Expression Size
Microsoft SQL Server 2012 Integration Services (SSIS) allows users to increase variable sizes to overcome limited expression size. In this video; David Dye demonstrates how to overcome the 4000-character limitation on expression size by creating large variables and concatenating the expressions.
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Fail Parent
In Microsoft SQL Server 2012; you can determine whether or not a parent container fails when a child container fails by configuring the FailParentOnFailure property and Propagate variable. In this video; David Dye demonstrates how to configure the FailParentOnFailure property; and how to suppress errors at the parent by configuring the Propagate system variable.
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Failover Mode
In Microsoft SQL Server 2012; there are a number of modes the failover cluster can exist in depending on the type of failover event that occurs. In this video; Rafiq Wayani demonstrates conceptually how automatic synchronous; automatic asynchronous; and forced manual asynchronous failover modes can be implemented.
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Failover Multi-Subnet
Microsoft SQL Server 2012 allows you to use the cluster validation process to validate the computers on the network on which you wish to install your SQL Server cluster. In this video; Rafiq Wayani uses the Failover Cluster Manager's Validate a Configuration Wizard to name and validate his machines' hardware.
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File System
Microsoft SQL Server 2012 Integration Services' File System Task enables you to create; move; delete and/or set the standard attributes of directories and files. In this video; David Dye highlights the File System Task's inability to access extended file or directory properties from within the file system; before using it to copy a directory.
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Filestream
In Microsoft SQL Server 2012; you can utilise FileStream to store unstructured data from a database inside the directory structure in a file system. In this video; Rafiq Wayani demonstrates how to enable and get the most out of using FileStream.
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For Each
Microsoft SQL Server 2012 Integration Services allow you to use a Foreach Loop Container and variable to iterate through; and enumerate; a defined collection. In this video; David Dye uses a File Loop Container to iterate a file collection of defined file types; the fully qualified filenames of which are assigned to a variable and enumerated before deletion.
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For Loop
In Microsoft SQL Server 2012; you can use a For Loop container to continue executing an expression based on a defined collection until a specific condition is met. In this video; David Dye demonstrates how to initialize an expression in a For Loop container and define the evaluation and assignment conditions.
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Format and Convert
In Microsoft SQL Server 2012; you can easily format and convert data settings and formats. In this video Rafiq Wayani demonstrates how you can format date and time settings using locale aware formatting; and convert data using type conversions.
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FSIS If Expression
Microsoft SQL Server 2012 Integration Services allow you to implement an IF expression as a CASE expression; which is not otherwise supported. In this video; David Dye demonstrates how to create a package comprising a Case string variable based on an expression; containing two integer data type variables; and details the expression's syntax before executing the package.
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Full Text Index
In Microsoft SQL Server 2012; you can create full-text indices to store and retrieve information. In this video Rafiq Wayani demonstrates a number of different ways in which to create full-text indices for data storage to make it easier to locate information.
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How to Configure Logical Server Firewall Settings
After a logical server has been created on Windows Azure SQL Database; you will need to configure the firewall for the server to allow inbound connections from your IP address when communicating with the SQL Database in the cloud. In this video; Jonathan Summers uses settings in the Windows Azure Management Portal to specify firewall rules for a logical server.
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How to Reset SQL Server Database Password
Windows Azure SQL Database enables administrators to reset their server account credentials from the Server dashboard. In this video; Jonathan Summers launches the relevant Server dashboard and resets the password.
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How to Scale a SQL Database Solution
In Windows Azure SQL Database; large databases sometimes require a scale out strategy when addressing issues related to capacity or performance that can be achieved through federation. However; increasing the size of the database is sometimes the best approach. In this video; Jonathan Summers outlines some of the ways to scale a Windows Azure SQL Database.
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How to View Import and Export Status of a Database
In Windows Azure SQL Database; you can monitor the amount of processes and resources used when you import or export a database. In this video; Jonathan Summers demonstrates how to query the performance and view the properties of an imported or exported database.
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Iif and Choose
In Microsoft SQL Server 2012; you can use the Inline IF (iif) and choose logical functions to create multiple statements within statements. In this video; Rafiq Wayani demonstrates some of the applications for the Inline IF and choose functions; and how to create statements within statements.
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Implement Index
In Microsoft SQL Server 2012; you can speed up the querying process by creating indexes on columns in tables that; when implemented; provide swift access to rows in the data tables. In this video; Rafiq Wayani demonstrates how to index a column in a data table and highlights the advantage of implementing an index while performing a table scan.
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Import a SQL Database
Windows Azure SQL Database enables you to import a database; given a BACPAC URL and exported from your local SQL Server instance; into your Windows Azure virtual server. In this video; Jonathan Summers uses the Windows Azure Import feature to import a database into a Cloud storage container and specify its edition and size.
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Index Type and Structures
Microsoft SQL Server 2012 supports clustered; non-clustered; and composite indexes; the different structures of which allow you to access data at different speeds. In this video; Rafiq Wayani demonstrates the structural and data-access speed differences separating the different types of index; and creates an example of each using Microsoft SQL Server Management Studio.
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Install SQL on Cluster
Microsoft SQL Server 2012 provides configuration options for installing SQL Server on a cluster. In this video; Rafiq Wayani demonstrates how to install SQL Server on a Windows cluster that has already been created and validated.
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Is Stored Procedure
Microsoft SQL Server 2012 Integration Services apply different parameter marker rules for stored procedures on different connections. In this video; David Dye explains that ADO or ADO.NET connections need only declare their stored procedures when their properties are set to True; but must use OLE DB syntax when set to False.
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Join Hints
Microsoft SQL Server 2012's Join hints; used with LOOP; HASH; MERGE; and REMOTE arguments; specify that the query optimizer; which typically selects the best execution plan for a query; enforces a join strategy between two tables. In this video; Jonathan Summers compiles and executes a JOIN to extract desired data from two tables.
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Locating Unused Indexes
Microsoft SQL Server 2012 index maintenance consumes significant resources; degrading performance in a write-intensive system. You can identify and remove indexes not being used with the sys.dm_db_index_usage_stats Dynamic Management View (DMV). In this video; Jonathan Summers searches for unused indexes by running the sys.dm_db_index_usage_stats DMV.
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Logging
Microsoft SQL Server 2012 Integration Services allow you to configure performance and error logs at the package level and support log providers that write to text; SQL Server; and other log files. In this video; David Dye demonstrates how to configure logging at the package level; executes the package; and reviews the sysssislog table.
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Lookup
In Microsoft Visual Studio 2012; you use the Lookup Transformation to join data in input columns with columns in a reference dataset. In this video; David Dye demonstrates how to use Lookup Transformation to configure a source that connects the Lookup to the database.
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Maintenance Plans
In Microsoft SQL Server 2012; you can create Database Maintenance Plans in either SQL Server Management Studio or within SQL Server Data Tools. In this video; David Dye demonstrates how database maintenance plans are actually integration services packages that can be configured in Management Studio or within SQL Server Data Tools.
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Manage Alerts
In Microsoft SQL Server 2012; you can define and manage alerts that specify how you want SQL Server Agent to respond to event occurrences. In this video; Rafiq Wayani demonstrates how to configure an alert using the SQL Server Management Studio Alert Properties dialog box before using Windows PowerShell to script a new event and an event log.
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Manage File Tables
Microsoft SQL Server 2012 allows you to easily store and manage unstructured data. In this video; Jonathan Summers demonstrates how to manage filetables using SQL Server Management Studio.
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Manage Settings in SQL Database
In Windows Azure SQL Database; each database has its own logins and specifically delegated administrators; which can be managed using the Settings feature. In this video; Jonathan Summers demonstrates how to add an administrator to a database subscription; specify filters for event logs; and create an affinity group.
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Managing Errors
Microsoft SQL Server 2012 has traditionally used the @@ERROR automatic variable to implement error handling. In this video; Rafiq Wayani explains that @@ERROR always contains a value greater than zero; is reset immediately on the next statement executing successfully; and uses RAISEERROR to capture the error number to a variable.
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Managing SQL Databases from Outside Management Portal
With Microsoft Windows Azure SQL Databases; you have two options to connect to and manage your databases outside the management portal. In this video; Jonathan Summers demonstrates how to connect to your database directly through the Internet; or using SQL Server Management Studio.
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Manual Failover
Microsoft SQL Server 2012 allows you to implement a manual failover to a failover cluster in order to patch the server on which you host SQL Server. In this video; Rafiq Wayani uses the Failover Cluster Manager to introduce the node services and applications; storage devices; and Microsoft iSCSI Software Target configuration required to implement and test a manual failover.
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Media Services and SQL Database
Windows Azure SQL Database provides a number of tools and options that allow the database to stream media using media services. In this video; Jonathan Summers demonstrates how to create a new media for your Azure SQL Database.
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Merge Data
In Microsoft SQL Server 2012; the Transact-SQL MERGE statement allows you to insert; update; or delete data in a target table based on data in a source table; all in one easy statement. In this video; Rafiq Wayani demonstrates how to create and populate a target and source table; and merge data into the target table.
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Merge Join
In Microsoft Visual Studio 2012; you can use Merge Join Transformation to join data from a table and data from a flat file based on matching criteria. In this video; David Dye demonstrates how to join data and configure the Merge Join Transformation task in integration services.
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Migrate Data
Microsoft SQL Server 2012 provides configuration options for migrating data between server instances and also between different servers. In this video; Rafiq Wayani explains how to migrate data from one environment over to another.
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Migrate Logins
Microsoft SQL Server 2012 allows you to migrate Logins from one database to another when switching servers or creating new databases or database instances. In this video; Rafiq Wayani uses Microsoft SQL Server Management Studio to migrate a group of users and a group of logins from one database to another.
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Virtualizing SQL Server
You can quickly and easily allocate a range of resources to Microsoft SQL Server 2012 virtual machines depending on your requirements. In this video; Rafiq Wayani demonstrates how to add more RAM to a virtual machine based in a Datacenter.
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Web Service Task
Microsoft SQL Server 2012 Integration Services' Web Service Task allows you to execute a Web service method; which has its returned values contained in an XML file. In this video; David Dye configures his HTTP connection manager to point to a WSDL file which he downloads before configuring and executing the Web Service Task so it returns an XML file.
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Where Packages are Stored
In Microsoft SQL Server 2012; you can use different models to deploy packages and store them within the file system or in the database. In this video; David Dye demonstrates a couple of ways the package deployment model stores packages in the package store and in the database; and discusses where the project deployment model stores its deployed packages.
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Windows Azure Add-On Store
In Windows Azure SQL Database; you can access a wide range of additional tools from the Windows Azure Add-On Store. In this video; Jonathan Summers demonstrates how to install a third-party add-on for use in your database.
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Windows Azure SQL Database Backup
Backing up your Windows Azure SQL Database is a necessary process when protecting against data loss; and it requires a different strategy than when performing an on-premises SQL Database backup. In this video; Jonathan Summers demonstrates how to automate the process of backing up a Windows Azure SQL Database by executing a query in the Management Portal.
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Windows Azure SQL Database Reporting
In Windows Azure SQL Database; you have access to a range of reporting features similar to those in on-premise SQL installations. In this video; Jonathan Summers demonstrates how to configure and customize SQL reporting options using Windows Azure Data Services and the dashboard.
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WMI Data Reader
The Windows Management Instrumentation (WMI) Data Reader in Microsoft SQL Server 2012 allows you to return information on an actual physical system. In this video; David Dye demonstrates the ability of the WMI Data Reader task to query and provide information on underlying systems.
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XML Control Flow
Microsoft SQL Server 2012 Integration Services allows you to pass an XPath query against an XML Control Flow Task. In this video; David Dye uses an XML Control Flow Task; its File connection; and Source; to pass an XPath query against an element in an XML file; and assigns the returned value to a variable.
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XML Source
Microsoft SQL Server 2012 provides various configuration options for utilizing an XML source within a data flow; as well as the ability to create a schema based upon an input XML file. In this video; David Dye demonstrates how to use the XML source to create a schema.
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Migrated to New Instance
Microsoft SQL Server 2012 allows you to migrate databases to new instances; whether by detaching and attaching them; or by backing up your database; dropping it; and restoring it to the new instance. In this video; Rafiq Wayani uses Microsoft SQL Server Management Studio's menu-driven Object Explorer and its resulting dialog boxes to demonstrate both methods and their procedures.
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Mirror
Microsoft SQL Server 2012 databases can be mirrored in a virtual environment for fault tolerance and backup. In this video; Rafiq Wayani demonstrates how to use VMWare to create a read-only copy of a virtual machine running SQL Server 2012 on a secondary virtual machine.
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Mirror and Certificate Authentication
Microsoft SQL Server 2012 allows you to implement mirroring utilizing Certificate-based Authentication rather than Windows Authentication. In this video; Rafiq Wayani demonstrates the benefits of using Certificate-based Authentication; explains the need for a secondary server on which the mirror can be implemented; configures his database to use the full recovery model; and launches the Configure Database Mirroring Security Wizard.
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Mirror Setup
Microsoft SQL Server 2012 allows users to use replication; as well as mirroring; to ensure fault tolerance across a database environment. In this video; Rafiq Wayani discusses various methods of implementing mirroring; either through SQL Server 2012 or outside it.
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Mirror with Windows Authentication
Microsoft SQL Server 2012 allows you to create a mirror utilizing Windows Authentication which you can integrate with Active Directory. In this video; Rafiq Wayani uses Microsoft SQL Server Management Studio to introduce the database properties and mirroring components needed to enable mirroring; the Database Mirroring Monitor; and Windows Authentication.
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Monitor
Monitoring Microsoft SQL Server 2012 allows you to keep track of your databases and provides you with valuable information when fine tuning performance; or troubleshooting performance issues. In this video; Rafiq Wayani demonstrates the monitoring features of the Windows Resource Monitor; and how to monitor log files in the Log File Viewer.
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More on Advanced Sequences
In Microsoft SQL Server 2012; you can use the same sequence to supply data across multiple tables. In this video; Rafiq Wayani demonstrates how to link multiple tables to a sequence using the union operator to display the sequence audit results across these tables.
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More on Mirror Setup
Microsoft SQL Server 2012 and Windows Server 2008 R2 allow users to mirror databases for backup purposes and redundancy. In this video; Rafiq Wayani demonstrates the important differences between replication and mirroring; pointing out that performance issues preclude mirroring as a viable failover option.
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More on Replication Setup
Microsoft SQL Server 2012 allows users to use replication to create a fully current secondary server for redundancy. In this video; Rafiq Wayani demonstrates how to set up the replication process and two methods of implementing redundancy by using an active; online secondary server or by bringing an offline secondary server online.
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More on Sequences
Microsoft SQL Server 2012 allows you to use the NEXT VALUE FOR statement to create an integer sequence number that increments by one. In this video; Rafiq Wayani demonstrates the use of the NEXT VALUE FOR statement; and explains that sequences allow you to perform checking or implement advanced batch routines as part of a single transaction.
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More on SQL Backup
In Microsoft SQL Server 2012; there are different ways of implementing backups that will protect you from data loss and assist when performing routine administrative tasks; such as copying a database from one server to another. In this video; Rafiq Wayani demonstrates some of the different options available to you when using SQL Management Studio to back up a database.
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More on Using SQL Agent
In Microsoft SQL Server 2012; the SQL Server Agent is a Windows Service that allows you to automate and schedule a specified series of actions called jobs. In this video; Rafiq Wayani uses the New Job dialog box in SQL Server Management Studio to create and configure a new SQL Server Agent job.
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Move a File Stream Enabled Database
For maintenance purposes; in Microsoft SQL Server 2012; it may be necessary to move a database from one hard disk location to another. In this video; Jonathan Summers demonstrates how to move an active database to a new hardware location.
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Move Encrypted Data
Microsoft SQL Server 2012 allows users to move secure data from one location to another. In this video; Rafiq Wayani demonstrates how to create a database; populate it; encrypt the data; create a backup to disk; and drop the original database.
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Moved On Another Instance
In Microsoft SQL Server 2012; you can move or copy databases between clusters or database instances. In this video; Rafiq Wayani demonstrates how you can move and copy multiple database instances in order to have redundancy.
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Multicast
Microsoft SQL Server 2012 Integration Services' Multicast transformation allows you to create logical copies of input data and distribute them to one or more outputs. In this video; David Dye uses a Multicast transformation to copy a table from an OLE DB source to multiple types of destination.
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Multi-Statement Table Valued Function
Microsoft SQL Server 2012's multi-statement table-valued functions force a query to return a table structure as its value. In this video; Rafiq Wayani demonstrates how to create a multi-statement table-valued function wherein he employs user-defined functions to specify the construction of the returned table.
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New Features
Microsoft SQL Server 2012 provides sequences that can be used instead of identity columns because they are not table-bound structures. In this video; Rafiq Wayani demonstrates how to create a sequence that generates a sequence of numeric values which can be used for database-wide sequential numbers.
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Object Permissions
Microsoft SQL Server 2012 allows you to easily grant and manage permissions for individual database objects; such as user-defined server roles; using Transact-SQL. In this video; Rafiq Wayani demonstrates how to grant insert permissions to an object; and highlights how to manage the permissions through the object's Properties options.
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OLEDB Connection in Script
Microsoft SQL Server 2012 Integration Services allow you to create an OLE DB connection manager in a Script task to implement a connection. In this video; David Dye demonstrates how to program an OLE DB connection manager by parsing out an ADO.NET ConnectionString to assign the appropriate components to his script; thereby instantiating an OLE DB database connection.
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On Error Event Handler
In Microsoft SQL Server 2012; the Integration Services (SSIS) OnError event handler provides a means of proactively handling of OnError events that are raised by an event when errors occur. In this video; David Dye demonstrates how to use OnError event handlers to capture package errors and pass them on to other tasks to provide in-depth information on package failures.
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Operating Modes
Microsoft SQL Server 2012 allows you to implement mirroring in multiple operating modes; including High performance; High safety; Transaction safety; and Witness (used in conjunction with High safety). In this video; Rafiq Wayani demonstrates the roles and properties of the different SQL Server mirroring operating modes and how they complement or interact with each other.
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Output Action Merge Data
Microsoft SQL Server 2012 allows you to retrieve and view the values of rows affected by a MERGE statement. In this video; Rafiq Wayani modifies a source table before using the Transact-SQL OUTPUT clause and the $action argument in a MERGE statement to return INSERT and UPDATE values.
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Package Deployment
Microsoft SQL Server 2012 provides a choice of package deployment models: either as single packages or project-wide deployment. In this video; David Dye demonstrates the difference between package and project deployment; and how to configure the steps for package deployment.
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Percentage Sampling
In Microsoft SQL Server 2012; the SQL Server Integration Services (SSIS) Percentage Sampling transformation allows you to create a sample data set by selecting a percentage of rows from a source data set. In this video; David Dye uses the Percentage Sampling Transformation Editor dialog box to configure a sample output using a percentage to specify the sample size.
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Pivot
In Microsoft SQL Server 2012; you can use the Pivot transformation task within Integration Services to pivot table data for less system overhead than using the pivot operator. In this video; David Dye demonstrates how to implement and configure a Pivot transformation on a table in the Production database.
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Precedence Constraints
Precedence constraints in Microsoft SQL Server 2012 help you manage control flow based on the outcome of specific tasks. In this video; David Dye demonstrates how precedence constraints provide the ability to control the flow of a package based upon task outcome.
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Precedence Constraints Variables
In Microsoft SQL Server 2012; precedence constraints allow you to link executables; containers; and tasks in SSIS packages within a control flow and determine whether an executable runs by specifying variables. In this video; David Dye demonstrates how to use variables in an expression while defining the control flow of SSIS packages and utilizing precedence constraints.
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Process Cube
Microsoft SQL Server 2012 Integration Services' Analysis Services Processing Task allows you to process a multi-dimensional Analysis Services cube. In this video; David Dye uses the Analysis Services Processing Task to process a cube's dimensions before performing a full process on the cube; and configures and schedules an Integration Services Task to process the cube for him.
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Project Deployment
Microsoft SQL Server 2012 provides project deployment to deploy all packages; parameters; and configurations in a project; rather than just single packages. In this video; David Dye demonstrates how to implement project deployment using a Wizard; and how to verify deployment and view inherent logging.
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Propagation
Microsoft SQL Server 2012 Integration Services allow you to stop events propagating or bubbling up to the container or package level. In this video; David Dye demonstrates how propagation bubbles up exponentially through every event and task to the package level; and stops it by defining Propagate as False at each level.
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Query Hints
In Microsoft SQL Server 2012; hints are options or strategies specified for enforcement by the SQL Server query processor. In this video; Jonathan Summers demonstrates the MERGE UNION operation to override the query optimizer's execution plan.
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Querying SSIS Catalog
In Microsoft SQL Server 2012; you can query the Integration Services Catalog to access a range of information. In this video; David Dye uses stored procedures to execute a package from within the Integration Services Catalog and automatically log the information to the SSIS database.
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Raw File
Microsoft SQL Server 2012 Integration Services' raw file binary data format needs no translation and minimal parsing; is native to its source and destination; traverses the server's memory; and eliminates the need for temporary tables or table variables. In this video; David Dye configures a Data Flow Task with a Raw File Source and Destination; and views the file data.
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Readable Secondary Replicas
In Microsoft SQL Server 2012; AlwaysOn Availability Groups include support for readable secondary replicas that allow read-only access to all its secondary databases in near real-time. In this video; Rafiq Wayani demonstrates the properties of a readable secondary replica and the benefits associated with directing read-only connections to readable secondary replicas.
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Rebuild and Reorganize Indexes
Microsoft SQL Server 2012 allows you to rebuild and reorganize indexes. In this video; Jonathan Summers demonstrates how to remedy index fragmentation by reorganizing or rebuilding an index using both Object Explorer in SQL Server Management Studio; and TSQL code.
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Record Set
Microsoft SQL Server 2012 Integration Services' Recordset Destination allows you to create and populate an in-memory ADO recordset written to an Object variable at runtime. In this video; David Dye populates a recordset written to an Object variable and enumerates it with a Foreach Loop Container that writes its values to defined variables.
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Replicate
Microsoft SQL Server 2012 allows users to specify a range of options once replication has been set up. In this video; Rafiq Wayani demonstrates replication settings; such as components and scheduling; for both near-time and real-time replication.
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Replication Setup
Microsoft SQL Server 2012 allows users to set up replication to copy databases across multiple environments in real time. In this video; Rafiq Wayani demonstrates how replication creates redundancy and allows a fully current secondary server to take over from a primary server in real time.
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Restore Database
Once your database is backed up; Microsoft SQL Server 2012 allows you to easily restore the database helping you avoid potentially catastrophic data loss caused by a variety of failures. In this video; Rafiq Wayani uses the SQL Server Management Studio Restore Dialog box to restore an existing database backup file.
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Result Set
Microsoft SQL Server 2012 Integration Services provides the ability to use an Execute SQL statement to capture a result set. In this video; David Dye demonstrates how to do this in two different ways: using the result set or an output parameter.
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Review of the Previous Management Portal
Because the new Windows Azure Management Portal is still under development; you may need to access the previous management portal to perform certain tasks. In this video; Jonathan Summers demonstrates how to access the older management portal and runs through which tasks you would still use it for.
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Review Unused Indexes
Microsoft SQL Server 2012 provides configuration options for reviewing unused indexes. In this video; Rafiq Wayani explains how to review unused indexes if you have too many indexes associated with a table.
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Role Switching
In Microsoft SQL Server 2012; you can switch servers between their designated roles. In this video; Rafiq Wayani demonstrates conceptually how one server can take the place of another server in the event of a system failure.
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Row Count
Microsoft SQL Server 2012 Integration Services' Row Count transformation allows you to count rows passed through a data flow and then store the count in a variable. In this video; David Dye uses a Row Count transformation to count the rows passed to it by an OLE DB data source; and stores the row count in a flat file variable.
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Row Sampling
In Microsoft SQL Server 2012; the SQL Server Integration Services (SSIS) Row Sampling transformation allows you to randomly select a fixed number of rows from a source data set. In this video; David Dye uses the Row Sampling Transformation Editor dialog box to configure a random sampling of rows from a data source.
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Script Error Handling
Microsoft SQL Server 2012 allows you to use DTS fire advanced methods to assist with error handling in Integration Services scripts. In this video; David Dye demonstrates how to specify a warning; rather than an error; to debug scripts and better handle queries and information.
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Script Task
Microsoft SQL Server 2012 provides a Script Task feature that can be used to perform functions that are not provided by Integration Services. In this video; David Dye demonstrates how to use a Script Task within Integration Services as a debugging tool; and discusses various configuration properties.
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Secure Server 2012
Microsoft SQL Server 2012 allows users to secure SQL Server from within SQL Server 2012 itself or secure the SQL Server 2012 platform. In this video; Rafiq Wayani demonstrates a range of security settings; including secure login; backup; authentication; auditing; permissions; and database encryption.
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Secure Stored Procedures
Microsoft SQL Server 2012 allows you to enhance the security of stored procedures by obfuscating data through its encryption mechanism. In this video; Rafiq Wayani highlights the differences between creating a stored procedure without encryption and using the WITH ENCRYPTION T-SQL keyword to secure stored procedures in a database.
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Send Mail
Microsoft SQL Server 2012 Integration Services' Send Mail Task allows you to receive e-mail notifications of errors within your packages. In this video; David Dye configures the Send Mail Task on the Event Handler of an Execute SQL Task; utilizing expressions; as well as user and system-defined variables; to define the message body; subject; and recipients.
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Sequence
Microsoft SQL Server 2012 Integration Services allow you to use Sequence containers to define control flows forming subsets of your package's overall control flow. In this video; David Dye demonstrates how to disable propagation and the FailParentOnFailure property on a task to ensure the successful execution of a sequence to maintain control flow.
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Set Up SQL Cluster
Microsoft SQL Server 2012 allows you to create a SQL Server cluster by installing the Failover Clustering feature on your servers. In this video; Rafiq Wayani uses Server Manager to install Failover Clustering on both his servers before explaining the need for network cards for internal communications between the two failover clusters and for external communication.
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Sort
The Sort transformation in Microsoft SQL Server 2012 sorts input data and copies the sorted data to the transformation output; although it can be costly in terms of resources. In this video; David Dye demonstrates the Sort transformation and explains when you would use it.
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Spatial Data
Microsoft SQL Server 2012 allows users to work with spatial data in a spatial database. In this video; Rafiq Wayani explains what spatial data is; its relation to geographical information systems (GIS); and why it cannot be stored in standard database tables.
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Split Transformation
Microsoft SQL Server 2012 allows you to use a conditional Split transformation to dynamically route the data through a data flow. In this video; David Dye demonstrates how to split a list of employees into managers and non-managers using a Split transformation on two different tables.
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SQL Backup
Microsoft SQL Server 2012 allows you to easily create database backups using SQL Server Management Studio so you can safeguard critical data. In this video; Rafiq Wayani uses the Back Up Database dialog box in Management Studio to create a full database backup; and demonstrates how to drop the database using the Detach Database dialog box.
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SQL Cluster
In Microsoft SQL Server 2012; creating a Windows Server Failover Cluster (WSFC) provides high database availability and is necessary when installing SQL Server in a clustered environment. In this video; Rafiq Wayani demonstrates how to download and use the Microsoft iSCSI Initiator; create iSCSI virtual disks; and establish iSCSI targets while creating a WSFC.
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SQL Database Connection Security
Windows Azure SQL Database enables you; by way of certificates issued by a Certification Authority; to ensure secure connections between your local computers and your hosted SQL databases. In this video; Jonathan Summers uses the Microsoft Management Console to import a self-signed certificate into a Personal certificate store; and then into Windows Azure SQL Database.
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SQL Database Connectivity Troubleshooting
Windows Azure SQL Database is hosted in a cloud environment and you may experience connectivity issues from time to time that you will be required to locate and troubleshoot as efficiently as possible. In this video; Jonathan Summers highlights some of the common connectivity issues that you may encounter in Windows Azure and explains how they can be resolved.
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SQL Errors
Microsoft SQL Server 2012 allows T-SQL errors to be handled in two phases; firstly to check syntax; and secondly; object reference names. In this video; Rafiq Wayani demonstrates how an invalid T-SQL statement can bypass the first phase because it's syntactically correct; but is caught in the second phase; and details different T-SQL error severity levels.
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SQL on Server Core
Microsoft SQL Server 2012 provides configuration options for installing SQL Server on a Server Core operating system platform. In this video; Rafiq Wayani explains how to install SQL Server 2012 on Server Core.
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SQL Second Instance
In Microsoft SQL Server 2012; you can create a second instance of SQL server and have it run on the same machine. In this video; Rafiq Wayani discusses how to access a second instance of SQL server and if it will affect the cluster in some way.
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SQL Server Agent
Microsoft SQL Server 2012 provides SQL Server Agent which can be used to automate tasks; such as monitoring performance. In this video; David Dye demonstrates how to configure SQL Server Agent to schedule Integration Services packages.
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SQL Server and PowerShell
Microsoft SQL Server 2012 provides direct access to PowerShell; allowing users to run DOS-like commands on the current database. In this video; Rafiq Wayani demonstrates how to access PowerShell from within SQL Server 2012; and how to work with a database by selecting and exporting specific data.
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SQL Virtualization Concept
In Microsoft SQL Server 2012; you can install SQL Server on a virtual platform. In this video; Rafiq Wayani demonstrates the SQL Virtualization Concept within the VMware virtual environment and explains how the VMware Datacenter organizes virtual machines within a physical machine.
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SSDT
In Microsoft SQL Server 2012; SQL Server Data Tools (SSDT) are used to create and configure SQL Server Integration (SSIS) packages. In this video; David Dye demonstrates the main components of the SSDT development environment; how they can be customized; and how to access package information during design and at runtime using the different tabs.
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SSIS Reports
Microsoft SQL Server 2012 Integration Services Catalog provides a range of precompiled reports; as well as the ability to create custom drill-through reports. In this video; David Dye demonstrates how to access a failure report and view the relationship between logging configurations and the level of detail in the report.
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SSIS Transactions
In Microsoft SQL Server 2012; you can configure the transactions that SQL Server Integration Services (SSIS) packages use to bind the actions that perform tasks. In this video; David Dye demonstrates how to configure the TransactionOption property and start the Distributed Transaction Coordinated service in order to roll back the data flow in a Sequence container when a task fails.
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Stored Functions
Microsoft SQL Server 2012's stored functions force a query to return a value. Scalar functions wrapped in a BEGIN...END block return a single data value in the RETURNS clause. In this video; Rafiq Wayani demonstrates how to create a function and queries its protocol to show that the result depends on the defined protocol.
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Stored Procedures Passing Parameters
Microsoft SQL Server 2012 allows you to declare input and output parameters so values can be passed to and from a stored parameter used for a variety of purposes during procedure execution. In this video; Rafiq Wayani demonstrates how to create a stored procedure which includes syntax to declare and execute an OUTPUT parameter.
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Test Mirror
Microsoft SQL Server 2012; when implemented in a virtual environment; allows users to implement fault tolerance by mirroring databases. In this video; Rafiq Wayani demonstrates how to test a mirror to ensure that it's able to take over from the primary server without impacting user productivity.
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Test Replicate
Microsoft SQL Server 2012 allows users to test that replication functions as it should. In this video; Rafiq Wayani demonstrates how to test that replication works and that the replication data is accurate.
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Test SQL Cluster
Microsoft SQL Server 2012 provides configuration options for testing SQL Server on a cluster. In this video; Rafiq Wayani explains how to test a SQL Server on a Windows database cluster.
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The Windows Azure Platform Management Portal Overview
Windows Azure SQL Database's platform management portal enables centralized management and administration; allowing you to initiate and complete subscription and production tasks from intuitive navigation bars and menus. In this video; Jonathan Summers introduces the key navigation bars and menus in the management portal.
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Throw Exceptions
Error throwing in SQL Server 2012 allows you to better understand exceptions that have been raised and caught. In this video; Rafiq Wayani uses a throw statement to display the specific error message generated when an exception is raised.
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Track Missing Indexes
Microsoft SQL Server 2012 provides configuration options for tracking missing indexes. In this video; Rafiq Wayani explains how to create an index seek to track missing indexes on a non-clustered index.
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Transactions Native
In Microsoft SQL Server 2012; you can avoid the extra overhead incurred when utilizing Integration Services transactions to roll back tasks by implementing Transact-SQL native transactions instead. In this video; David Dye uses Transact-SQL statements to implement native transactions and provide the ability to roll back multiple tasks in an SSIS package.
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Transfer Database
In Microsoft SQL Server 2012; you can use the Transfer Database Task in SQL Server Management Studio and SQL Server Data Tools to copy or move a database from one instance to another. In this video; David Dye demonstrates the different configuration options available when you copy or move a database.
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Transfer Objects
In Microsoft SQL Server 2012; you can use the Transfer Objects Control Flow Task to transfer objects from one database to another. In this video; David Dye demonstrates how the Transfer Objects Control Flow Task can be used for a number of different transfer tasks.
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Troubleshoot Clusters
Microsoft SQL Server 2012 provides configuration options for installing SQL Server on a cluster. In this video; Rafiq Wayani demonstrates how to install SQL Server on a Windows cluster that has already been created and validated.
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Try Convert Function
Microsoft SQL Server 2012 introduces the TRY_CONVERT function; which returns a null value if any errors are encountered while converting an expression to another data type. In this video; Jonathan Summers demonstrates how the TRY_CONVERT function works to ensure that your application will not be impacted if there is an error when converting.
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TSQL Parameters
Microsoft SQL Server 2012 Integration Services allow you to assign and implement parameter values in T-SQL statements. In this video; David Dye uses the Execute SQL Task Editor to map input and output parameters to variables in a stored procedure.
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Understand Stats
In Microsoft SQL Server 2012; understanding query optimization statistics is an important part of improving query performance and modifying a query for the best results. In this video; Rafiq Wayani uses the New Statistics on Table dialog box in Management Studio to create statistics; and highlights some of the statistical information used by the query optimizer.
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Unions All
In Microsoft Visual Studio 2012; you can use Union All to combine the result-set of two or more select statements into a single result-set that retains all duplicate entries. In this video; David Dye demonstrates how to join two sources together using the Union All set operator.
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Unsecured Access
Microsoft SQL Server 2012 allows you to secure data in a database using encryption to avoid unauthorized access to unencrypted data. In this video; Rafiq Wayani demonstrates how to create a database and back up the data to a secure .bak file.
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Using SQL Agent
Microsoft SQL Server 2012 allows users to schedule and submit jobs using the SQL Server Agent. In this video; Rafiq Wayani demonstrates how to create and submit a new job; and then monitor its activity.
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Using Try Catch
Microsoft SQL Server 2012's T-SQL structured TRY...CATCH construct and THROW statement allows you to raise errors in the TRY block and pass control of them to the CATCH block. In this video; Rafiq Wayani contrasts the capabilities of the TRY...CATCH construct with the @@ERROR type; and demonstrates how the THROW statement identifies the source of the error.
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Validate Cluster
Microsoft SQL Server 2012 allows you to use the cluster validation process to validate the computers on the network on which you wish to install your SQL Server cluster. In this video; Rafiq Wayani uses the Failover Cluster Manager's Validate a Configuration Wizard to name and validate his machines' hardware.
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View History of Logical Server
In Microsoft SQL Server 2012; you can use the server history to keep track of the activity taking place on your database. In this video; Jonathan Summers demonstrates how to access and view the history for import and export operations carried out on a server.
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Character Map
In Microsoft SQL Server 2012; you can configure the Character Map Transformation Task to modify how information is displayed. In this video; David Dye uses the Character Map Transformation Task on information in a database to transform people's middle names into uppercase.
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Access FILESTREAM Data
FILESTREAM in Microsoft SQL Server 2012 integrates the SQL Server Database Engine with an NTFS file system and is completely transparent to Transact-SQL code; allowing you to access data in FILESTREAM columns just as you would any conventional columns. In this video; Jonathan Summers uses T-SQL statements to insert; update; and delete rows in a table that supports FILESTREAM data.
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Access Secured
Microsoft SQL Server 2012 provides the capability to secure data in a database using encryption. In this video; Rafiq Wayani demonstrates how to access data in the unencrypted database; how to encrypt the data; and shows that; once it has been encrypted; the data cannot be accessed.
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Adding Custom Error Messages
Microsoft SQL Server 2012 allows system administrators to use the sp_addmessage stored procedure to add custom error messages which are then issued as native errors. In this video; Rafiq Wayani uses the sp_addmessage stored procedure to define and execute a custom error; and explains the WITH LOG option available to system administrators.
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Advanced Cycled Sequences
In Microsoft SQL Server 2012; you can alter a sequence to produce a different result when you run it again. In this video; Rafiq Wayani demonstrates how to change the sequence statement to begin the sequence at a different value when the sequence is restarted.
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Advanced Move Encrypted Data
Microsoft SQL Server 2012 provides the capability of moving secure data from one location to another. In this video; Rafiq Wayani demonstrates how to delete the certificate and the master key; and then restore the database from the backup on a disk.
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Advanced Sequences
In Microsoft SQL Server 2012 you can go beyond the basic uses of sequences by using a number of advanced features. In this video; Rafiq Wayani demonstrates how to create a sequence to supply audit information from tables.
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Advanced Sequences in Multiple Tables
One advantage of using sequences in Microsoft SQL Server 2012 is that they can be used with multiple tables. In this video; Rafiq Wayani demonstrates how to generate recurring number sequences and use the same sequence object across multiple tables to produce a result set.
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Audit
Microsoft SQL Server 2012 provides various configuration options for utilizing an Audit Transformation within a data flow; as well as the ability to capture information at the time of packages executed. In this video; David Dye demonstrates how to use the Audit Transformation tool within a data flow task.
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Availability Modes
In Microsoft SQL Server 2012; AlwaysOn Availability Groups support two modes that are properties used to regulate whether the primary replica waits to commit transactions on a database until a secondary replica has hardened the log. In this video; Rafiq Wayani demonstrates how AlwaysOn Availability Groups support the asynchronous-commit availability mode and the synchronous-commit availability mode.
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Basic Sequence
Microsoft SQL Server 2012 allows users to create sequences as database objects which can be used on any table in the database. In this video; Rafiq Wayani demonstrates how to create and call a sequence.
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BCP Utility
In Microsoft SQL Server 2012; you can easily export and import bulk data from a database; file; or table. In this video; Rafiq Wayani demonstrates how to use the bulk copy utility; also called the bcp utility; to export and import data.
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Built-In Aggregate Functions
The built-in aggregate functions in Microsoft SQL Server 2012 can be applied to a set of records where they perform calculations on column values in order to summarize the data and return a single value. In this video; Jonathan Summers demonstrates how to use the COUNT grouped aggregate function to perform a calculation.
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Built-In Functions
Microsoft SQL Server 2012 provides a number of new features; one of which is the ability to do efficient paging. In this video; Rafiq Wayani demonstrates how to do paging using the offset; fetch; next rows; and only keywords.
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Built-In Functions Enhancements
Microsoft SQL Server 2012 provides various enhancements to built-in functions. In this video; Rafiq Wayani demonstrates how to use the choose logical function; the inline if (iif) function; the concat function to concatenate values; and the format function to specify value formats such as date.
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Built-In Security Functions
The built-in security functions in Microsoft SQL Server 2012 provide a useful way of managing security by allowing you to return information about users and roles. In this video; Jonathan Summers demonstrates how to return a database username from a specified user ID using the USER_NAME security function.
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Built-In Test and Image Functions
The built-in test and image scalar functions in Microsoft SQL Server 2012 allow you to perform an operation on a text or image input value or column and return information about the value. In this video; Jonathan Summers discusses the three test and image functions and demonstrates how to use the PATINDEX function.
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Built-In Windows Functions
Windows functions have been enhanced in Microsoft SQL Server 2012 and additional functions have been provided that can be applied to a result sets partitioned rows in order to compute aggregate values. In this video; Jonathan Summers uses the RANK function to return the rank of each row within the partition of a result set.
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Bulk Insert
In Microsoft SQL Server 2012; you can configure and use the Bulk Insert Task to bulk insert data. In this video; David Dye demonstrates how to use a Bulk Insert Task and discusses the differences between a Data Flow Task and the Bulk Insert Task.
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Bypass Prepare
Microsoft SQL Server 2012 Integration Services allow tasks to use the BypassPrepare property so they can bypass the prepare command which doesn't support certain T-SQL keywords. In this video; David Dye demonstrates how a task is able to successfully prepare on execution when BypassPrepare is set to True.
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Adding a Document Map to a Report in Reporting Services
After watching this video; you will be able to add a document map to a report.
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Adding a DrillDown Action to a Report in Reporting Services
After watching this video; you will be able to add a DrillDown action to a report.
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Adding a Drillthrough Action to a Report in Reporting Services
After watching this video; you will be able to add a Drillthrough action to a report.
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Adding Bookmark Links; Hyperlinks; and Embedding HTML in Reporting Services Reports
After watching this video; you will be able to add a bookmark link and hyperlinks to a report.
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Adding Dimensions to Cubes
Microsoft SQL Server 2014 provides administrators with the Data Source View; which is used to work with dimension tables and identify fact tables. In this video; Aaron Sampson demonstrates how to use Data Source View to add and remove cube dimensions; create hierarchies; and include attributes to any cube within a project.
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Adding Features to a Prepared Instance
Microsoft SQL Server 2014 allows administrators to create prepared instances of SQL Server; in combination with imaging technologies; to ease the deployment process. In this video; Aaron Sampson demonstrates how to add features to a prepared instance of Microsoft SQL Server 2014.
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Adding Images; Charts; Gauges; and Indicators in Report Builder
After watching this video; you will be able to add images; maps; charts; and indicators to a report in Report Builder.
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Adding Images; Maps; Charts; and Indicators to Reports in Reporting Services
After watching this video; you will be able to add images; maps; charts; and indicators to a report.
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Adding Interactive Features in Report Builder
After watching this video; you will be able to add interactive features to a report in Report Builder.
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Adding Interactive Sorting to a Report in Reporting Services
After watching this video; you will be able to add interactive sorting to a report.
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Adding Lists; Text Boxes; and Other Visuals to Reports in Reporting Services
After watching this video; you will be able to add lists; text boxes; and other visuals to a report; including headers and footers.
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Adding Measures Groups to Cubes
Microsoft SQL Server 2014 provides administrators with the ability to add measure groups to cubes when more than one measure is needed. In this video; Aaron Sampson demonstrates how to group measures together rather than adding a single measure at a time.
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Adding Measures to Cubes
Microsoft SQL Server 2014 provides administrators with dimensions that can be used to apply context to measures in a cube. In this video; Aaron Sampson demonstrates how to add a new measure based on the fact tables; using functions to calculate countable values.
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AlwaysOn Availability Group Prerequisites
In SQL Server; you can install the Windows server failover cluster feature on each node. In this video; Aaron Sampson discusses AlwaysOn availability group prerequisites.
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AlwaysOn Availability Groups - Active Secondary Replicas
In SQL Server; you can implement an AlwaysOn Availability Group to service request from all clients and gives them access to the database. In this video; Aaron Sampson discusses active secondary replicas.
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AlwaysOn Availability Groups - Availability Modes
In SQL Server; you can implement AlwaysOn Availability Groups to protect copies of the databases and maintain services. In this video; Aaron Sampson discusses availability modes.
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AlwaysOn Availability Groups - Failover Modes
In Microsoft SQL Server 2014; you can use the failover modes of AlwaysOn Availability Groups to recover the database from data loss. In this video; Aaron Sampson explains AlwaysOn Availability Groups - Failover Modes.
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AlwaysOn Availability Groups and Clustering
In SQL Server; you can implement high availability groups on its own without relying on Windows clustering. In this video; Aaron Sampson discusses the concepts of AlwaysOn Availability groups in SQL.
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AlwaysOn Availability Groups Overview
In Microsoft SQL Server 2014; you can use availability groups that allows up to four copies of database to be on a system for performing tasks like querying; generating reports; data analysis; backups; etc. In this video; Aaron Sampson discusses the AlwaysOn Availability Groups.
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AlwaysOn Failover Cluster Instance
SQL Server has the ability to include all the databases within a particular instance in the cluster. In this video; Aaron Sampson discusses failover cluster instance.
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Automating Backups Using Scripts
Microsoft SQL Server 2014 allows you to create backup scripts automatically. In this video; Rafiq Wayani demonstrates two different ways to create a backup script.
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Automating SSAS Objects Processing Using AMO
After watching this video; you will be able to automate the processing of SSAS objects using AMO.
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Backing Up a Multidimensional Database
After watching this video; you will be able to backup a multidimensional database using the Backup dialog box in SSMS.
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Backing Up a Multidimensional Database Using PowerShell
After watching this video; you will be able to backup a multidimensional database using PowerShell.
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Backing Up and Restoring a Tabular Database
After watching this video; you will be able to backup a tabular database.
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Backup Strategies
In Oracle Database 12c; there are several different backup strategies available to you within the RMAN technology. In this video; Steve Hamilton uses the switch command to restore incrementally updated disk backups.
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BI Scenarios and SharePoint
In this video; Aaron Sampson describes Business Intelligence (BI) features when combined with SharePoint in Microsoft SQL Server 2014.
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Browsing and Managing Writeback Data in a Partition
After watching this video; you will be able to browse; delete; disable; and convert writeback data.
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Building Hierarchies
In this video; Aaron Sampson describes how to build hierarchies for dimensions in Microsoft SQL Server 2014.
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Checking Cube Data Through the Browser
Microsoft SQL Server 2014 is a relational database management system for building applications and solutions. The Cube Designer in SQL Server Analysis Services is used to edit the properties of a cube; or to browse data contained by the cube. In this video; Aaron Sampson demonstrates how to browse the cube in order to understand the data it contains.
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Cloud Computing Management
In Microsoft SQL Server 2014; you can manage cloud environment using system center. In this video; Aaron Sampson explains the components of system center and how they deal with managing a larger enterprise and incorporating cloud-based services.
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Cloud Computing Models
In Microsoft SQL Server 2014; you can use different models to implement cloud-based services. In this video; Aaron Sampson discusses cloud computing models.
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Cloud Computing Overview
With cloud computing; you have a database environment which offers increased flexibility and service availability without the need of associated hardware management. In this video; Aaron Sampson explains the benefits and advantages of integrating cloud computing into your infrastructure.
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Common Database Server Topologies
In Microsoft SQL Server 2014; you have database server topologies which are the viable solutions to any company's server requirements. In this video; Aaron Sampson explains the pros and cons of the database server topologies.
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Completing a Prepared Instance
In Microsoft SQL Server 2014; administrators can complete a detailed configuration once the base installation of a prepared instance has been completed. In this video; Aaron Sampson demonstrates how to complete a prepared instance in Microsoft SQL Server 2014.
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Configure Log Shipping Using SQL Server Management Studio
The Microsoft SQL Server Management Studio allows you to configure log shipping to maintain a list of all changes and modifications to a source copy. In this video; Aaron Sampson explains how to configure log shipping using SQL Server Management Studio.
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Configure Log Shipping Using T-SQL
Microsoft SQL Server 2014 allows users to configure log shipping by using the T-SQL code. In this video; Aaron Sampson explains how to access the log shipping feature by using the T-SQL code.
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Configure Measure Group Properties
After watching this video; you will be able to configure measure group properties.
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Configure Measure Properties
After watching this video; you will be able to configure measure properties.
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Configuring a Dimension Structure Using the Designer
In Microsoft SQL Server 2014; many dimensions can be created to assist in gathering and analysing appropriate data. In this video; Aaron Sampson demonstrates how to configure a dimension structure using the Designer.
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Configuring a Parameterized Connection String in Reporting Services
After watching this video; you will be able to configure a parameterized connection string to connect to a database.
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Configuring Dimension Attribute Relationships
With Microsoft SQL Server 2014 you can configure attribute relationships; which specify connections within dimensions. It is simply a connection within a table. In this video; Aaron Sampson demonstrates how to configure dimension attribute relationships.
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Configuring InMemory or DirectQuery Access
After watching this video; you will be able to configure the mode for data access for a tabular model.
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Configuring Item-Level Security in Reporting Services
After watching this video; you will be able to create item-level roles to grant permissions to users.
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Configuring Report Server Level Security in Reporting Services
After watching this video; you will be able to create server-level roles and assign users to the roles to allow report server access.
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Configuring Reporting Services
After watching this video; you will be able to configure Reporting Services.
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Configuring Roles in a Tabular Model Database
After watching this video; you will be able to configure roles to grant permissions to a tabular model database.
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Configuring Security for an SSAS Instance
In this video; Aaron Sampson demonstrates how to configure security settings for a SQL Server Analysis Services (SSAS) instance in Microsoft SQL Server 2014.
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Configuring Security for Windows Azure SQL Database
In Microsoft SQL Server 2014; you can create new users and logins as well as manage their security settings. In this video; Aron Sampson demonstrates how to set up the security settings of new users.
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Configuring Server and SSAS Database Roles
After watching this video; you will be able to configure server roles and SSAS database roles to implement security.
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Configuring SharePoint Groups and Permissions for Report Server Items
After watching this video; you will be able to configure SharePoint groups and permissions for access to report server item.
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Configuring Stored Credentials in Report Server
After watching this video; you will be able to configure stored credentials to allow access to external data for a report.
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Connection to Azure Marketplace in Reporting Services
After watching this video; you will be able to connect to Microsoft Azure Marketplace in a data source.
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Consolidation Options
In Microsoft SQL Server 2014; you can perform consolidations at multiple levels. In this video; Aaron Sampson discusses various consolidation options.
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Consolidation Strategy Planning
In Microsoft SQL Server 2014; you can assess your database environment and plan a strategy before consolidating resources. In this video; Aaron Sampson discusses the consolidation strategies and considerations.
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Create a Windows Azure Storage Account
With Microsoft SQL Server 2014; you can integrate your data using a cloud storage solution such as Microsoft Windows Azure. In this video; Aaron Sampson demonstrates how to create a Windows Azure storage account to make binary large objects accessible via the public cloud service.
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Creating a Subscription for a Report in Report Manager
After watching this video; you will be able to create a standard subscription for a report in Report Manager.
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Creating a Connection to Azure SQL Database in Reporting Services
After watching this video; you will be able to create a shared data source that connects to Microsoft Azure Database.
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Creating a Cube using a Template
In this video; Aaron Sampson demonstrates how to create a Cube using a Template in Microsoft SQL Server 2014.
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Creating a Cube Using Existing Tables in the Cube Wizard
After watching this video; you will be able to create a new cube using the Cube Wizard.
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Creating a Data Source for a Multidimensional Database
In this video; Aaron Sampson demonstrates how to create a Data Source for a Multidimensional Database in Microsoft SQL Server 2014.
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Creating a Data Source to a Non-Relational Database in Reporting Services
After watching this video; you will be able to create a shared data source that connects to a non-relational database.
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Creating a Data Source View
In Microsoft SQL Server Analysis Services; a data source view contains the logical model of the schema used by the multidimensional database objects; and it helps to filter and select the appropriate information for a project. In this video; Aaron Sampson demonstrates how to create a data source view.
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Creating a Data-Driven Subscription in Report Manager
After watching this video; you will be able to create a data-driven subscription in Report Manager.
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Creating a Dimension Using the Dimension Wizard
After watching this video; you will be able to create a dimension using the Dimension Wizard.
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Creating a Disaster Recovery Plan
In Microsoft SQL Server 2014; backup and recovery planning are key to any organizations who implement SQL Server; and knowing how to create and maintain a disaster recovery plan is crucial. In this video; Aaron Sampson demonstrates how to create a disaster recovery plan.
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Creating a Dynamic Report Using Parameters in Reporting Services
After watching this video; you will be able to create a dynamic report using parameters.
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Creating a Local Partition by Filtering a Fact Table
After watching this video; you will be able to create a local partition by filtering a fact table.
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Creating a Local Partition Using Tables; Views; or Named Queries
After watching this video; you will be able to create a local partition using a table; view or named query.
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Creating a Matrix Report in Reporting Services
After watching this video; you will be able to create a basic matrix report.
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Creating a New Project Using a Template in SSDT
After watching this video; you will be able to create a new project in SSDT using a template.
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Creating a Prepared Instance
Microsoft SQL Server 2014 has a number of enhancements and features aimed at private cloud deployment and management of SQL databases; including working with prepared instances of SQL Server. In this video; Aaron Sampson demonstrates how to create a Microsoft SQL Server 2014 prepared instance.
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Creating a Report History for Reporting Services
After watching this video; you will be able to create a report history.
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Creating a Report in Report Builder
After watching this video; you will be able to create a new report in Report Builder by selecting the appropriate report layout and adding data sources and datasets.
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Creating a Reporting Services Project in SSDT
After watching this video; you will be able to choose and create a new Reporting Services project in SSDT.
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Creating a Schedule for a Report in Report Manager
After watching this video; you will be able to create a schedule for a report.
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Creating a Shared Data Source in Reporting Services
After watching this video; you will be able to create a shared data source.
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Creating a Shared Report Schedule for Reporting Services in SharePoint Mode
After watching this video; you will be able to create a shared schedule for a report when Reporting Services is in SharePoint Mode.
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Creating a Shared Schedule for Native Mode in Report Manager
After watching this video; you will be able to create a shared schedule for a report when Reporting Services is in Native Mode.
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Creating a Tablix Report in Reporting Services
After watching this video; you will be able to create a basic table report.
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Creating a Tabular Model Using SSDT
After watching this video; you will be able to use a project template to create a new tabular model and describe the Tabular Model Designer Interface.
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Creating a Time Dimension Using the Dimension Wizard
In Microsoft SQL Server 2014; when analysing data the most common dimension used is time based information such as days; weeks; or years. In this video; Aaron Sampson demonstrates how to create a time dimension using the dimension wizard.
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Creating a Windows Server Failover Cluster
In Microsoft SQL Server 2014; you need to create the Windows Failover Cluster feature to use the high availability features of the SQL server. In this video; Aaron Sampson demonstrates how to create a Windows Server Failover Cluster.
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Creating Actions on a Cube
In Microsoft SQL Server 2014; various actions can be created on a cube. In this video; Aaron Sampson demonstrates how to create a new drillthrough action on a cube by choosing cube dimensions and return columns; deploy the cube action into an executable form; and analyze the cube values in Excel.
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Creating Aligned Indexes on Partitioned Tables
In Microsoft SQL Server 2014; you can easily create partitioned tables. In this video; Rafiq Wayani demonstrates how to create a partitioned table that spreads data across four filegroups.
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Creating an AlwaysOn Availability Group Using the SSMS Dialog Box
In Microsoft SQL Server 2014; you can create an AlwaysOn High Availability group by using the SSMS wizard. You can also create this Availability group manually by using the dialog box. In this video; Aaron Sampson demonstrates how to create an AlwaysOn Availability group by using the SSMS dialog box.
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Creating an AlwaysOn Availability Group Using the SSMS Wizard
You can create an AlwaysOn High Availability group by using the SQL Configuration Manager. In this video; Aaron Sampson demonstrates how to create an AlwaysOn Availability Group by using the SSMS wizard.
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Creating an AlwaysOn Availability Group Using T-SQL
In SQL Server; you can create an Availability Group by using the T-SQL code. In this video; Aaron Sampson demonstrates how to create an AlwaysOn Availability Group by using T-SQL code.
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Creating an E-mail Subscription for a Report in Report Manager
After watching this video; you will be able to create an e-mail subscription in Report Manager.
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Creating an Embedded Data Source in Reporting Services
After watching this video; you will be able to create an embedded data source.
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Creating an Embedded Dataset Using a Table Query Type in Reporting Services
After watching this video; you will be able to create an embedded dataset in a report by using a table query type.
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Creating an Embedded Dataset Using a Text Query in Reporting Services
After watching this video; you will be able to create an embedded dataset in a report by specifying a text query type.
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Creating an Empty Cube in the Cube Wizard
In this video; Aaron Sampson describes how to create an empty cube by using the Cube Wizard in Microsoft SQL Server 2014.
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Creating and Adding Snapshots for Reporting Services
After watching this video; you will be able to create snapshots and add them to report history.
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Creating Calculated Columns in a Tabular Model
After watching this video; you will be able to create calculated columns to aggregate data; including using DAX expressions.
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Creating Calculated Columns in Tables
Microsoft SQL Server 2014 makes it easy to create calculated columns. In this video; Rafiq Wayani demonstrates how to create a calculated column that contains the results of multiplying quantity and unit price values.
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Creating Calculated Members in a Multidimensional Model
After watching this video; you will be able to create calculated members using the Cube Designer.
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Creating DAX Expressions for Tabular Objects
After watching this video; you will be able to create DAX expressions to implement tabular objects into a tabular model.
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Creating Embedded Dataset Using a Stored Procedure in Reporting Services
After watching this video; you will be able to create an embedded dataset in a report by specifying a stored procedure in the Query Designer or selecting a predefined one.
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Creating Hierarchies in a Tabular Model
After watching this video; you will be able to create hierarchies to define relationships between columns in a table.
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Creating Indexed Views
In Microsoft SQL Server 2014; you can create indexed views of specific data from multiple tables. In this video; Rafiq Wayani demonstrates how to create an indexed view that contains particular columns from two tables.
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Creating Linked Dimensions
Microsoft SQL Server 2014 allows you to create Linked Dimensions. When you’re defining dimensions in any cube; you might be looking to include a dimension that is actually not part of the current data source. In this video; Aaron Sampson demonstrates how to create Linked Dimensions.
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Creating Linked Measure Groups
Microsoft SQL Server 2014 allows you to create a New Linked Dimension for a Measure Group. During the definition of that linked dimension; you create or specify any number of other data sources. In this video; Aaron Sampson demonstrates how to create Linked Measure Groups.
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Development and Production Considerations
In this video; Aaron Sampson describes development and production considerations in Microsoft SQL Server 2014.
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Creating Measure Groups
Microsoft SQL Server 2014 allows you to create measure groups. If you are more interested in seeing every attribute; you can save a bit of time by defining a new measure group. In this video; Aaron Sampson demonstrates two ways in which you can define a new measure group.
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Creating Measures
After watching this video; you will be able to create a basic measure.
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Creating Named Sets in a Multidimensional Model
After watching this video; you will be able to create named sets using the Cube Designer.
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Creating Partitions in a Tabular Model
After watching this video; you will be able to create partitions using Partitions Manager.
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Creating Perspectives for a Cube
In Microsoft SQL Server 2014; when defining a Cube structure; it is important to only include information that is relevant to particular users. In this video; Aaron Sampson demonstrates how to create; modify; and delete perspectives to define which fields of information are included in a Cube.
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Creating Perspectives in a Tabular Model
After watching this video; you will be able to create perspectives to define viewable subsets of a model.
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Creating Relative Measures
After watching this video; you will be able to create relative measures; including using growth; year over year; same period last year.
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Creating Remote Partitions
After watching this video; you will be able to create a remote partition.
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Creating User-Defined Hierarchies
In Microsoft SQL Server 2014; you can create User-Defined Hierarchies. There are no obvious structures as it is up to you how to set up the hierarchy. In this video; Aaron Sampson demonstrates how to create a User-Defined Hierarchy for a product catalogue.
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Database Server Consolidation Overview
In SQL Server; you can restructure an existing database. In this video; Aaron Sampson discusses how to consolidate database servers.
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Database Server Infrastructure Planning
In Microsoft SQL Server 2014; you can plan the infrastructure of your database server to include configuration; security; application; hardware; and other service requirements. In this video; Aaron Sampson demonstrates the process for planning a SQL Server 2014 database server infrastructure.
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Defining Cube Attribute Properties
Microsoft SQL Server 2014 provides you with a Property window to view cube attributes. In this video; Aaron Sampson demonstrates how to view cube measures; dimensions; hierarchies; and attributes using the Property window. He also advises using the SQL Server TechNet pages to access more information on each property before setting values.
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Defining Cube Dimension Properties
After watching this video; you will be able to define cube dimension properties.
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Defining Cube Hierarchy Properties
In Microsoft SQL Server 2014; the properties of each cube hierarchy can be accessed and defined. In this video; Aaron Sampson demonstrates how to locate a cube's hierarchies; view and edit hierarchy properties by editing cube dimensions; and use the Browser to view a dimension's hierarchy structure.
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Defining Expressions for Calculated Values in Reporting Services Reports
After watching this video; you will be able to define expressions to retrieve; calculate; display; sort; filter; and parameterize data.
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Defining Filters Options for Datasets in Reporting Services
After watching this video; you will be able to define the filter options for a dataset.
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Defining Granularity of Dimension Relationships
In this video; Aaron Sampson describes the granularity of dimension relationships in Microsoft SQL Server 2014.
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Defining How SSAS Objects are Processed
After watching this video; you will be able to describe how processing and reprocessing affects SSAS objects; specifically partitions; databases; cubes; and dimensions.
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Defining Parameters for Datasets in Reporting Services
After watching this video; you will be able to define parameters for a dataset.
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Defining Relationships Between Tables
After watching this video; you will be able to define relationships between tables using the model designer.
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Defining Semi-Additive Behavior
Microsoft SQL Server 2014 allows you to control how values are displayed when browsing an Analysis Services cube using aggregate functions in a semiadditive manner. In this video; Aaron Sampson demonstrates how functions are defined for semiadditive measures when measures need to be aggregated in different ways for different dimensions.
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Defining Time Intelligence Calculations
After watching this video; you will be able to define time intelligence calculations using the Business Intelligence Wizard.
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Defining Translations for Dimension Metadata
In Microsoft SQL Server 2014; you can define translations for dimension metadata. This is specifically for users who speak different languages. In this video; Aaron Sampson demonstrates how to specify a range of languages for use in metadata.
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Defining Translations in a Cube
Microsoft SQL Server 2014 provides administrators with a translation service for database deployments in non-English-speaking environments. In this video; Aaron Sampson demonstrates how to insert translations of screen elements such as options and menu names using Cube Designer.
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Denormalization
In Microsoft SQL Server 2014; you can perform denormalization process for a database to undo the normalization process performed earlier. In this video; Aaron Sampson demonstrates the features; usage scenarios; and advantages of database denormalization.
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Deploying Custom Assemblies with Reports
After watching this video; you will be able to deploy custom assemblies with reports.
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Deploying SQL Server Management Studio
In this video; Aaron Sampson demonstrates how to deploy SQL Server Management Studio (SSMS) for Microsoft SQL Server 2014.
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Designing a Locking Strategy
In Microsoft SQL Server 2014; when designing a locking strategy it is important to have an understanding of how transactions really work. In this video; Rafiq Wayani demonstrates different transaction types and how to control transaction behaviour for use in a locking strategy.
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Designing a Partition Strategy in a Multidimensional Model
After watching this video; you will be able to describe partitions in a multidimensional model; including the types local and remote; aggregations; and design strategy.
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Designing a Schema for a Cube Architecture
A cube schema is the definition or foundation for constructing a cube object. In this video; Aaron Sampson discusses how to design a schema for a cube architecture in Microsoft SQL Server 2014.
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Designing Aggregations for a Partition Using Aggregation Design Wizard
After watching this video; you will be able to design aggregations for a partition using the Aggregation Design Wizard.
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Designing and Creating In-Memory OLTP Tables
In Microsoft SQL Server 2014; in-memory OLTP tables allow for faster insertions and deletions than standard disk tables. In this video; Rafiq Wayani demonstrates how to create an in-memory table and compares how long it takes to add and remove rows in a standard disk table to the time it takes using an in-memory table.
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Designing Database Objects for Concurrency
When working with Microsoft SQL Server 2014; you should know how to deal with data inconsistency issues in a multi-user environment. In this video; Rafiq Wayani demonstrates how to use SQL Server to ensure that your database is optimized for concurrent users.
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Designing Dimensions to Support Related Measure Groups
In this video; Aaron Sampson highlights the need to design dimensions to support related measure groups in Microsoft SQL Server 2014.
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Designing Granularity
After watching this video; you will be able to design granularity.
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Designing Patterns for Business Facts and Dimensions
In this video; Aaron Sampson describes the use of designing patterns for business facts and dimensions in Microsoft SQL Server 2014.
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Designing Query Paging
Microsoft SQL Server 2014 has improved the way you design query paging. In this video; Rafiq Wayani demonstrates the new features available to you when designing query paging.
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Designing SET Based Operations
In Microsoft SQL Server 2014; it is important to have an understanding of how to design SET based operations. In this video; Rafiq Wayani demonstrates the features of SET based operations and steps through an example operation.
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Developing New Custom Attributes on Dimensions
After watching this video; you will be able to develop a custom attribute on a dimension.
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Editing and Deleting Partitions
After watching this video; you will be able to edit and delete partitions in a multidimensional model.
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Enabling Writeback in a Partition
After watching this video; you will be able to enable writeback on a partition in Cube Designer and SQL Server Management Studio (SSMS).
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Exploring Project Folders; File Types; and Templates
In this video; Aaron Sampson describes the project folders; file types; and templates in Microsoft SQL Server 2014.
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Exploring SQL Server Tools Environment
In this video; Aaron Sampson describes the administrative SQL Server Data Tools that can be used to manage the overall SQL Server environment.
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Exploring the SQL Server Data Tools – BI Environment
In this video; Aaron Sampson explores the SQL Server Data Tools - Business Intelligence (SSDT-BI) environment in Microsoft SQL Server 2014.
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Filtering; Grouping; and Sorting Data in Report Builder
After watching this video; you will be able to filter; group; and sort data for a report in Report Builder.
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Formatting Fields and Column Headers in a Reporting Services Report
After watching this video; you will be able to format field and column headers in a table and matrix report.
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Grouping Data and Adding Totals to Reports in Reporting Services
After watching this video; you will be able to group data in a report and add line totals and grand totals.
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Hardware Planning Overview
In Microsoft SQL Server 2014; you have two types of databases: OLTP and DSS. In this video; Aaron Sampson explains the types of databases and the hardware performance using tools.
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High Availability Options
In Microsoft SQL Server 2014; you can use the high availability features to keep your services running so that failures do not affect the ability of your users to access the databases they need. In this video; Aaron Sampson discusses the high availability options.
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Identify the Correct Model for Data Analysis
In this video; Aaron Sampson describes how to identify the correct model for data analysis in Microsoft SQL Server 2014.
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Identifying Attributes for Dimensions
In this video; Aaron Sampson describes the uses of identifying attributes for dimensions in Microsoft SQL Server 2014.
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Identifying Issues with Aggregations in a Multidimensional Model
After watching this video; you will be able to identify issues with incorrect aggregations.
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Identifying Issues with Relationships in a Multidimensional Model
After watching this video; you will be able to identify issues with incorrect relationships.
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Identifying Measures and Aggregation Behavior
In this video; Aaron Sampson describes how to identify the measures and aggregation behavior in Microsoft SQL Server 2014.
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Identifying Report Components for Reporting Services
After watching this video; you will be able to describe the different report components for planning a report; including crosstab; Tablix; design chart; and data visualization components.
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Implementing Constraints
In Microsoft SQL Server 2014; you can configure cascading deletes so that when a record from one table is deleted; associated records from another table are automatically deleted too. In this video; Rafiq Wayani demonstrates how to construct a primary foreign key relationship between two tables and then perform a cascading delete.
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Implementing Context Modification in a Tabular Model
After watching this video; you will be able to implement context modification.
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Implementing Database Permissions Using Roles
After watching this video; you will be able to create roles to implement SSAS database permissions.
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Implementing Dynamic Security
After watching this video; you will be able to implement dynamic security for custom security approaches.
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Implementing Error Handling
When you work with Microsoft SQL Server 2014; it's important for you to understand how to implement error handling. In this video; Rafiq Wayani; demonstrates how to implement try…catch…finally error handling.
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Implementing Fact Relationships
In Microsoft SQL Server 2014; linking a measures table to your dimensions table when designing your cube can be done thought fact relationships. In this video; Aaron Sampson demonstrates how to create; customize; and implement fact relationships.
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Implementing Filtering and Parameter Lists in Reporting Services
After watching this video; you will be able to implement filtering and parameter lists to control report data.
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Implementing Group and Report Variables to Reports in Reporting Services
After watching this video; you will be able to implement group variables and report variables to a report.
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Implementing KPIs in a Tabular Model
After watching this video; you will be able to create Key Performance Indicators; KPIs.
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Implementing Many-to-Many Relationships
After watching this video; you will be able to implement many-to-many relationships in a cube.
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Implementing Measures in a Tabular Model
After watching this video; you will be able to create measures using a table's measure grid; including using DAX to create the formula.
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Implementing Plan Guides
In Microsoft SQL Server 2014; you are able to define and implement Plan Guides to improve queries on your tables. In this video; Rafiq Wayani demonstrates how to implement an execution plan to minimize the impact of table searches on CPU cost.
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Implementing Policy-Based Management
In Microsoft SQL Server 2014; you can use the SQL Server Management Studio to create policies. In this demonstration; Aaron Sampson discusses policy-based management.
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Implementing Remote Processing of SSAS Objects
After watching this video; you will be able to implement remote processing of SSAS objects.
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Implementing Resource Governor
In Microsoft SQL Server 2014; you can use the Resource Governor to throttle your usage. In this video; Rafiq Wayani demonstrates how to use the Resource Generator to create a resource pool to help you optimize your I/O processing time and maximize the use of your resources.
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Implementing Role-Playing Relationships
In Microsoft SQL Server 2014; you can implement role-playing relationships; bearing in mind the importance being on the implementation aspect not the relationship itself. In this video; Aaron Sampson discusses how to implement role-playing relationships effectively.
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Implementing Row-Level Filters
After watching this video; you will be able to implement row-level permissions.
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Implementing the Show/Hide Property in Reporting Services
After watching this video; you will be able to use the Show/Hide property for a report region; including creating an expression.
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Implementing Time Intelligence in a Tabular Model
After watching this video; you will be able to implement time intelligence using different functions to support BI analysis; including specifying a Mark Table.
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Implementing XML Selective Indexes
In Microsoft SQL Server 2014; you can create selective indexes using XQuery expressions. In this video; Rafiq Wayani demonstrates how to create a selective XML index that uses XQuery to retrieve XML data about a book; including its title; author; and ID.
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Importing Data into a Tabular Model
After watching this video; you will be able to import data into a tabular model using the Table Import Wizard.
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Installing PowerPivot for SharePoint
After watching this video; you will be able to install PowerPivot for SharePoint.
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Installing Reporting Services
After watching this video; you will be able to install Reporting Services using different topologies.
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Installing SQL Server Data Tools – Business Intelligence
In this video; Aaron Sampson demonstrates how to install SQL Server Data Tools - Business Intelligence (SSDT-BI) for Microsoft SQL Server 2014.
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Installing SSAS in Multidimensional Mode
After watching this video; you will be able to install SSAS in multidimensional mode.
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Installing SSAS in Tabular Mode
In this video; Aaron Sampson demonstrates how to install the SQL Server Analysis Services (SSAS) in the tabular mode in Microsoft SQL Server 2014.
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Integrating Performance Monitor Data with SQL Traces
Microsoft SQL Server 2014 allows SQL traces to be saved as files viewed in SQL Server Profiler. In this video; Rafiq Wayani demonstrates how to build; run; and delete a trace; before opening it as a recorded file in SQL Server Profiler.
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Joining a Secondary Replica to an AlwaysOn Availability Group
In SQL Server; you can join the replica servers and the database to the availability group. In this video; Aaron Sampson demonstrates the configuration of availability groups.
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Log Shipping Overview
In SQL Server; you can use log shipping process to copy a full backup of the primary server to a secondary server. In this video; Aaron Sampson discusses log shipping.
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Maintaining a Disaster Recovery Plan
Backup and recovery planning is key when implementing Microsoft SQL Server 2014; and knowing how to create and maintain a disaster recovery plan is crucial. In this video; Aaron Sampson demonstrates how to maintain a disaster recovery plan.
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Managing a Reporting Services Database
After watching this video; you will be able to manage a reporting services database; including backup and restore; copying; and managing connections.
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Managing Consolidated Resources for Multiple Instances
Microsoft SQL Server 2014 allows you to consolidate resources and provides tools to manage consolidated resources. In this video; Aaron Sampson demonstrates how to manage SQL Server resources for multiple instances that have been consolidated onto a single server.
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Managing Consolidated Resources for Single Instances
Microsoft SQL Server 2014 has a number of enhancements and features aimed at private cloud deployment and management of SQL databases. This includes consolidation and management of consolidated resources. In this video; Aaron Sampson demonstrates how to manage consolidated SQL server resources for single instances.
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Managing Consolidated Virtualized Resources
In SQL Server; every virtual machine needs processors and resources available for those virtual machines. In this video; Aaron Sampson discusses how to manage consolidated virtualized resources.
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Managing Encryption Keys for Reporting Services
After watching this video; you will be able to manage encryption keys for Reporting Services.
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Managing Jobs and Logins for an AlwaysOn Availability Group
In SQL Server; you can use AlwaysOn High Availability groups to connect to the databases. In this video; Aaron Sampson demonstrates how to manage the Jobs and Logins objects in the database server.
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Managing Parent-Child Dimensions
After watching this video; you will be able to manage parent-child dimensions.
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Managing Partitions in a Tabular Model
After watching this video; you will be able to manage partitions using Partitions Manager.
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Managing Running Jobs for Reporting Services
After watching this video; you will be able to monitor the status of running jobs on the Report Server.
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Managing Schedules for Reporting Services
After watching this video; you will be able to manage schedules; including pausing; resuming; and changing settings.
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Managing the Visibility of Columns
After watching this video; you will be able to hide and freeze columns to manage their visibility.
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Managing Transactions
Microsoft SQL Server 2014 makes it easier for you work by allowing the use of transactions. In this video; Rafiq Wayani demonstrates how to use SQL Server to create and rollback transactions.
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MAP Toolkit Discovery and Inventory
In Microsoft SQL Server 2014; you can use the options within the MAP Toolkit to gather information about an environment for assessment. In this video; Aaron Sampson demonstrates the database discovery and inventory features of MAP Toolkit.
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MAP Toolkit Hardware and Platform
In Microsoft SQL Server 2014; the Microsoft Assessment and Planning Toolkit is a powerful inventory; assessment; and reporting tool that helps you assess your current IT infrastructure to simplify the migration planning process. In this video; Aaron Sampson discusses the MAP Toolkit hardware and platform.
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MAP Toolkit Overview
In SQL Server; you can use the Microsoft Assessment Planning (MAP) toolkit to determine whether the database is environment-ready to implement a new database. In this video; Aaron Sampson demonstrates the basic overview of MAP toolkit.
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MAP Toolkit Reports
In Microsoft SQL Server 2014; you can use the options within the MAP Toolkit to generate detailed reports for different licensed editions such as SQL Server; Azure; or Oracle. In this video; Aaron Sampson demonstrates the reporting functionality in MAP Toolkit.
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Merging Partitions in a Multidimensional Model
After watching this video; you will be able to merge partitions in a multidimensional model.
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Modifying a Time Dimension Using the Designer
In Microsoft SQL Server 2014; you can modify a time dimension using the designer to give you a preview of what your information looks like. In this video; Aaron Sampson demonstrates how to modify a dimension structure using the designer to edit the data source view.
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Modifying an Existing Report in Report Builder
After watching this video; you will be able to modify an existing report that was created in SQL Server Data Tools Report Builder.
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Modifying and Deleting Subscriptions in Report Manager
After watching this video; you will be able to modify settings for subscriptions and delete them.
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Monitoring and Clearing the SSAS Cache
After watching this video; you will be able to monitor and clear the SSAS cache.
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Monitoring In-Memory OLTP Resources
In Microsoft SQL Server 2014; you can monitor in-memory OLTP tables in various ways. In this video; Rafiq Wayani demonstrates how to determine the memory required for in-memory tables; as well as how to use dynamic memory views to monitor the resources being used by the tables.
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Monitoring Reporting Services with SQL Profiler
After watching this video; you will be able to monitor Reporting Services with SQL Profiler.
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Monitoring SSAS Using Performance Counters
After watching this video; you will be able to monitor SSAS using different performance counters.
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Normalization
In Microsoft SQL Server 2014; you can follow the concepts of database normalization to design your database. In this video; Aaron Sampson demonstrates the features; usage scenarios; and advantages of database normalization.
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Optimizing MDX in Calculations
After watching this video; you will be able to optimize MDX queries in the calculations.
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Optimizing MDX Queries
After watching this video; you will be able to optimize MDX queries using various methods.
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Optimizing Performance of Cubes and Dimensions
After watching this video; you will be able to optimize performance by changing the design of the cube or dimension.
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Optimizing Queries
Microsoft SQL Server 2014 has updated query optimization by re-writing the entire critical section of the query component. In this video; Rafiq Wayani demonstrates the changes that were made; and how to optimize your queries using the cardinality estimator in this new process.
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Overview of BI Features with SharePoint
In this video; Aaron Sampson describes the Business Intelligence (BI) features with SharePoint in Microsoft SQL Server 2014.
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Overview of SSAS in Multidimensional and Data Mining Mode
After watching this video; you will be able to explain the functionality OLAP and data mining provide for business intelligence.
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Overview of SSAS in Tabular Mode
In this video; Aaron Sampson describes SQL Server Analysis Services (SSAS) in Tabular Mode in Microsoft SQL Server 2014.
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Peer-to-Peer Transactional and Merge Replication
In Microsoft SQL Server 2014; you can plan for the backup and recovery of your servers in the event of an unforeseen situation to prevent data loss. In this video; Aaron Sampson demonstrates SQL Server 2014 Peer-to-Peer transactional and Merge Replication.
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Performing a Backup to Windows Azure Blob Storage
SQL Server 2014 allows users to backup the database files to a Windows Azure storage account. In this video; Aaron Sampson explains how to upload backups to Windows Azure Blob storage.
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Performing a Point-in-Time Restore
In SQL Server 2014; you can restore your databases to a specific point in time to avoid taking backups of any damage or corruption that may have occurred in the original file. In this video; Aaron Sampson explains how perform a point-in-time restore.
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Performing an AlwaysOn Availability Group Manual Failover
In Microsoft SQL Server 2014; you can test the functionality of your availability group to ensure its services are available to the clients. In this video; Aaron Sampson demonstrates how to perform a manual failover of an availability group.
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Planning a Report for Report Services
After watching this video; you will be able to describe what needs to be considered during planning to create a report; including the format; structure; data; calculations; and delivery among others.
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Planning CPU and Memory
In Microsoft SQL Server 2014; Clock Speed; Cache Size; and Multi-core and Multi-threaded CPUs are the main considerations to gauge any Server's CPU performance. In this video; Aaron Sampson explains the standard values of CPUs to improve performance and allocating right memory to SQL Server.
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Planning Policy-Based Management
In SQL Server; every policy you create has an associated evaluation mode. In this video; Aaron Sampson discusses how to plan policy-based management.
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Planning Schemas
In Microsoft SQL Server 2014; you can use schemas to logically group your database objects; such as tables and views to administer them as single entity. In this video; Aaron Sampson demonstrates the function of schemas and best practices for implementing schemas.
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Planning Storage and Networks
In Microsoft SQL Server 2014; There are multiple databases available for different storage requirements of different users; but assessing the right storage requirements can be challenging. In this video; Aaron Sampson explains how to assess storage requirements and various database types.
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Planning Tables and Data Types
In Microsoft SQL Server 2014; tables are an important object that contains data. In this video; Aaron Sampson demonstrates tables and data types.
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Policy-Based Management Overview
In SQL Server; you can perform policy-based management to create consistent server configurations. In this video; Aaron Sampson discusses how to implement policy-based management.
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Preparing to Back Up a Multidimensional Database
After watching this video; you will be able to prepare to backup a multidimensional database.
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Primary Key Constraints
While designing databases and tables in Microsoft SQL Server 2014; you need to consider the primary key constraints. In this video; Aaron Sampson explains some of the constraints associated with primary keys.
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Processing a Partition in a Tabular Model
After watching this video; you will be able to process partitions using different modes.
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Processing Partitions Using PowerShell
After watching this video; you will be able to use PowerShell to process and manage partitions.
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Processing SSAS Objects Using XMLA
After watching this video; you will be able to use XMLA to process SSAS objects.
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Publishing Reports to a Report Server
After watching this video; you will be able to publish reports to a Report Server.
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Publishing Reports to a SharePoint Library
After watching this video; you will be able to publish reports to a SharePoint library.
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Recovery Models and Compression
In Microsoft SQL Server 2014; you have recovery models that you can set on a per database level. In this video; Aaron Sampson discusses the recovery models and compression techniques.
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Removing a Primary and Secondary from an AlwaysOn Availability Group
In Microsoft SQL Server 2014; you can make changes to the configuration of your availability groups. In this video; Aaron Sampson demonstrates how to remove primary or secondary systems or replicas from an availability group.
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Removing an AlwaysOn Availability Group
In Microsoft SQL Server 2014; you can remove primary and secondary systems of a database. In this video; Aaron Sampson demonstrates how to remove an availability group.
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Removing Features From a Prepared Instance
In Microsoft SQL Server 2014; you can remove features that have been added to a prepared instance via the uninstall menu in the Control Panel. In this video; Aaron Sampson demonstrates how to remove features from a prepared instance of Microsoft SQL Server 2014.
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Replication Agents
In a Microsoft SQL Server 2014 environment; backup and recovery planning is essential; as well as knowing how to configure and manage SQL Server Replication. In this video; Aaron Sampson demonstrates the function of agents when configuring SQL Server 2014 for replication.
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Replication Overview
In Microsoft SQL Server 2014; a backup and recovery plan is key during implementation; and knowing how to configure and manage SQL Server replication is crucial. In this video; Aaron Sampson demonstrates how to implement SQL Server replication.
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Reporting Services Topologies and Configurations
After watching this video; you will be able to describe how a report server is interacted with depending on the deployment topology and configuration.
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Restore Process
In Microsoft SQL Server 2014; you can use the restore processes along with the backup strategies. In this video; Aaron Sampson discusses the restore processes.
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Restore Sequences
In Microsoft SQL Server 2014; you can create and use the restore sequences. In this video; Aaron Sampson discusses how to create restore sequences.
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Restoring a Multidimensional Database
After watching this video; you will be able to restore a multidimensional database.
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Restoring and Importing PowerPivot into a SSAS Instance
After watching this video; you will be able to restore and import a PowerPivot model into an SSAS instance.
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Restoring from Windows Azure Blob Storage
You can restore your databases from the backups stored in the Azure storage account. In this video; Aaron Sampson demonstrates how to restore the databases from the stored backups.
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Restricting MDX Queries with Query Axis
After watching this video; you will be able to specify the edges of a cellset to restrict the returned data that is visible to the client.
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Restricting MDX Queries with Slicer Axis
After watching this video; you will be able to use the slicer axis to filter the data returned by an MDX SELECT query.
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Returning Tuples from an MDX SELECT Statement
After watching this video; you will be able to use Tuple functions in a SELECT statement to return a tuple.
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Saving Reports Using Report Builder
After watching this video; you will be able to save reports using Report Builder to a report server and SharePoint Library.
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Securing Replication
In Microsoft SQL Server 2014; you need to ensure that a data backup and recovery solution can always be executed securely. In this video; Aaron Sampson demonstrates security considerations for data replication within a backup and recovery scenario.
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Securing Reports Using Roles in Reporting Services
After watching this video; you will be able to secure a report using different types of roles.
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Securing Shared Data Source Items in Reporting Services
After watching this video; you will be able to secure a shared data source.
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Setting Up for Remote Partition Creation
After watching this video; you will be able to setup the configuration for remote partitions; including specifying valid server names; creating and deploying a secondary database; and enabling features in SQL Server Management Studio (SSMS).
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Snapshot and Transactional Replication
In Microsoft SQL Server 2014; backup and recovery planning and knowing how to configure and manage SQL Server replication are crucial. In this video; Aaron Sampson demonstrates snapshot and transactional replication in Microsoft SQL Server 2014.
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Sorting and Filtering Columns
After watching this video; you will be able to sort and filter columns.
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SQL in the Public Cloud
In Microsoft SQL Server 2014; you can use the Windows Azure SQL Database; which is an open and flexible cloud platform; to quickly build and manage applications. In this video; Aaron Sampson discusses SQL in the public cloud.
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SQL Private Cloud Elasticity and Self-Service
In Microsoft SQL Server 2014; a private cloud scenario provides an elastic and responsive environment so that you can respond to changes more easily than in a public cloud scenario. In this video; Aaron Sampson explains SQL private cloud elasticity and self-service.
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SQL Private Cloud Policies and Metering
Microsoft SQL Server 2014 has a number of enhancements and features aimed at private cloud deployment and management of SQL databases including cloud configuration. In this video; Aaron Sampson demonstrates the process for enabling metering and enforcing policies in a SQL Server private cloud environment.
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SQL Private Cloud Resource Pooling
In Microsoft SQL Server 2014; you need to assess your environment before considering the Private Cloud approach for resource pooling. In this video; Aaron Sampson explains Private Cloud and pooling of resources.
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Suspending and Resuming an AlwaysOn Availability Database
In Microsoft SQL Server 2014; you can use the Suspend Data Movement feature to turn off the availability group. In this video; Aaron Sampson demonstrates how to pause an availability group.
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System Center Advisor
In Microsoft SQL server; you can use system center advisor to evaluate the performance and stability of the database implementation. In this video; Aaron Sampson discusses how to use the system center advisor online service.
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System Center Operations Manager
In Microsoft SQL Server 2014; you can use System Center Operations Manager that maintains and monitors the IT infrastructure of your application. In this video; Aaron Sampson demonstrates how the System Operations Manager can be used for management of SQL Server infrastructure.
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System Center SQL Server Management Pack
In Microsoft SQL Server 2014; you can obtain the SQL Server Management Pack that monitors all versions of the SQL Server application. In this video; Aaron Sampson explains the uses and limitations of the SQL Server Management Pack.
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Taking an AlwaysOn Availability Group Offline
In Microsoft SQL Server 2014; you can change the configuration of your availability groups to take it offline. In this video; Aaron Sampson demonstrates how to take an availability group offline.
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Test Log Shipping
In Microsoft SQL Server 2014; after you enable log shipping between your primary and secondary servers; you can ensure that it is set up correctly and that it is functioning. In this video; Aaron Sampson demonstrates how to test log shipping.
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Test Log Shipping Failover
In Microsoft SQL Server 2014; when you configure your log shipping environment; you need to simulate a failover and verify that you can use the log-shipped copy. In this video; Aaron Sampson demonstrates how to test log shipping failover.
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Testing an SSAS Database Deployment
After watching this video; you will be able to test a database deployment.
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Testing Policy-Based Management Compliance
You can use Microsoft SQL Server 2014 to test and evaluate policies to ensure they adhere to compliance rules. In this video; Aaron Sampson demonstrates how to test a policy-based management implementation for compliance.
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Troubleshoot Dynamic Security Issues
After watching this video; you will be able to troubleshoot dynamic security issues in SSAS.
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Troubleshooting and Resolving In-Memory OLTP Issues
In Microsoft SQL Server 2014; it’s important to be able to troubleshoot issues with in-memory OLTP tables. In this video; Rafiq Wayani demonstrates what you should look out for when creating these tables and how to resolve common issues.
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Troubleshooting Database Size Issues
SQL Server 2014 contains various performance enhancements that help you troubleshoot database size issues. In this video; Rafiq Wayani demonstrates some of the changes from SQL Server 2012; and how they benefit you.
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Understanding Dimensions in a Multidimensional Model
After watching this video; you will be able to describe a dimension and how it is used in a multidimensional model.
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Understanding Fact Relationships in SSAS
In this video; Aaron Sampson describes fact relationships in SQL Server Analysis Services (SSAS) in Microsoft SQL Server 2014.
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Understanding Many-to-Many Relationships in SSAS
In this video; Aaron Sampson describes many-to-many relationships in SQL Server Analysis Services (SSAS) in Microsoft SQL Server 2014.
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Understanding MDX Queries on Multidimensional Models
After watching this video; you will be able to describe how MDX queries and expressions are used in SSAS.
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Understanding Measures in a Multidimensional Model
In this video; Aaron Sampson describes the measures in a multidimensional model in Microsoft SQL Server 2014.
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Understanding Proactive Caching for Partitions
After watching this video; you will be able to describe proactive caching for partitions.
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Understanding Processing Options for SSAS Objects
After watching this video; you will be able to describe the different processing options available for SSAS objects; specifically full processing and incremental processing.
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Understanding Referenced Relationships in SSAS
In this video; Aaron Sampson describes referenced relationships in SQL Server Analysis Services (SSAS) in Microsoft SQL Server 2014.
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Understanding Report Server Security Architecture
After watching this video; you will be able to describe report server security architecture and site-level security.
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Understanding Subscriptions for Reports in Reporting Services
After watching this video; you will be able to describe what requirements need to be met before a subscription can be created; the different extensions; and their parts.
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Understanding the Different Data Sources for a Multidimensional Database
In Microsoft SQL Server Analysis Services; you do not store data in a multidimensional model. You define how you want to analyze the data; but the data comes from an external data warehouse; and so you need to analyze the data source. In this video; Aaron Sampson discusses the different data sources for a multidimensional database.
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Understanding the Logical Architecture for Multidimensional Data
After watching this video; you will be able to describe the logical architecture.
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Understanding the MDX SELECT Statement Syntax Part 1
After watching this video; you will be able to identify what is required in a SELECT statement to specify a result set and to identify the cube; query axis; and slices axis.
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Understanding the MDX SELECT Statement Syntax Part 2
After watching this video; you will be able to identify the parts of the SELECT statement syntax.
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Understanding the Storage Modes for Partitioning
After watching this video; you will be able to describe the storage modes used for partitions; including MOLAP; ROLAP; HOLAP.
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Understanding the Tools Used to Create Models
After watching this video; you will be able to describe the environments available for building; deploying; and managing Analysis Services.
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Updating an SSAS Instance
In this video; Aaron Sampson demonstrates how to update a SQL Server Analysis Services (SSAS) instance in Microsoft SQL Server 2014.
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Upgrading an SSAS Instance
In this video; Aaron Sampson demonstrates how to upgrade a SQL Server Analysis Services (SSAS) instance in Microsoft SQL Server 2014.
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Using a Additive Measure in a Cube
Microsoft SQL Server 2014 provides built-in aggregate functions that can be applied across each measure in a measure group to calculate data in an Analysis Services cube in an additive manner. In this video; Aaron Sampson demonstrates how additive measures are defined in a measure group with the implementation of Sum and Count aggregation functions.
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Using a MDX Script to Import a Partial PowerPivot Model
After watching this video; you will be able to define a MDX script to import a partial PowerPivot model.
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Using a Non-Additive Measure in a Cube
Microsoft SQL Server 2014 provides functions in a nonadditive measure that cannot be aggregated along any dimensions in a measure group in a cube. In this video; Aaron Sampson demonstrates how to set a measure's usage to a nonadditive function; before browsing the cube to demonstrate a nonadditive measure supplying a value without performing any calculations on the measure.
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Using a Semi-Additive Measure in a Cube
Microsoft SQL Server 2014 allows you to define aggregation methods for individual measures in a cube by setting semiadditive behaviors. In this video; Aaron Sampson demonstrates how to use the Business Intelligence Wizard to define semiadditive behaviour for individual measures and turn off all semiadditive behaviour in a cube.
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Using a Shared Dataset in a Report
After watching this video; you will be able to specify a shared dataset in a report.
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Using Activity Monitor to Identify Issues
Microsoft SQL Server 2014's Activity Monitor allows the real-time monitoring of network; processor; and task-related processes. In this video; Rafiq Wayani demonstrates how to use Activity Monitor by running a query on a database and monitoring its resource usage.
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Using an Existing Database to Create a New Project
In this video; Aaron Sampson describes how to create a new project in SQL Server Data Tools - Business Intelligence (SSDT-BI) environment.
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Using Azure Storage Table Service
With Microsoft SQL Server 2014; you can use Microsoft Windows Azure's Storage Table Service as a handy storage tool for objects such as tables; Blobs and queues that are accessible from the cloud. In this video; Aaron Sampson demonstrates how to use the Windows Azure Storage Table Service to create cloud hosted table data stores.
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Using Custom Expressions in a Data Source in Reporting Services
After watching this video; you will be able to use custom expressions in a data source.
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Using DAX and MDX Queries to Create a Dataset in Reporting Services
After watching this video; you will be able to use a DAX query to create a dataset using the DAX Query Designer.
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Using DMVs to Monitor SSAS
After watching this video; you will be able to monitor SSAS using different Dynamic Management Views (DMVs).
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Using Extended Events
In SQL Server 2014; you can access Extended Events and view as much or as little information as you like. This helps you to identify and narrow down performance-related issues. In this video; Rafiq Wayani demonstrates how to view Extended Events using the Object Explorer.
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Using KPIs in a Multidimensional Model - Part I
After watching this video; you will be able to describe and display KPIs.
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Using KPIs in a Multidimensional Model - Part II
After watching this video; you will be able to describe and display KPIs.
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Using MDX Queries to Create a Dataset in Reporting Services
After watching this video; you will be able to use an MDX query to create a dataset using the MDX Query Designer.
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Using Number Functions in an MDX SELECT Statement
After watching this video; you will be able to identify and use number functions in an MDX SELECT statement to return specific results.
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Using Ranking; Percentile; and Percentage of Total
After watching this video; you will be able to implement rank; percentile; and percentage of total using MDX.
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Using Set Functions in an MDX SELECT Statement
After watching this video; you will be able to identify and use set functions in an MDX SELECT statement to return specific results.
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Using SQL Profiler to Create Trace Files to Troubleshoot SSAS
After watching this video; you will be able to use SQL Profiler to create a trace to troubleshoot SSAS issues.
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Using the CASE MDX Statement
After watching this video; you will be able to use the CASE statement to return specific results from multiple comparisons.
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Using the Deployment Wizard to Deploy SSAS Databases
After watching this video; you will be able to use the deployment wizard to deploy an SSAS database.
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Using the Report Wizard to Create a Report in Reporting Services
After watching this video; you will be able to use the Report Wizard to create a new report.
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Using the SCOPE MDX Statement
After watching this video; you will be able to use the SCOPE statement to limit the scope of a MDX statement to a specified subcube.
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Using the Synchronize Database Wizard
After watching this video; you will be able to use the Synchronize Database Wizard to synchronize metadata and data between two SSAS databases.
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Using the TOPCOUNT Function in an MDX SELECT Statement
After watching this video; you will be able to use the TOPCOUNT function in an MDX SELECT statement.
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Using Tuples in an MDX SELECT Statement
After watching this video; you will be able to use a tuple to identify a slice of data in a cube for a SELECT statement.
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Using Windows Azure Blob Storage
In Microsoft SQL Server 2014; you can integrate a cloud storage solution such as Microsoft Windows Azure to provide storage for data objects; including binary large objects; or Blobs. In this video; Aaron Sampson demonstrates how to use the Windows Azure storage feature to upload Blobs to a cloud-hosted data store.
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Validating Replication
In Microsoft SQL Server 2014; you can verify the replication after setting up the publication and subscription. In this video; Aaron Sampson demonstrates how to validate the replication processes.
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Verifying a Disaster Recovery Plan
Backup and recovery planning is key when implementing Microsoft SQL Server 2014. Knowing how to create and maintain a disaster recovery plan is crucial. In this video; Aaron Sampson demonstrates the processes for verifying a disaster recovery plan.
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Viewing Cube Data and Metadata in Cube Designer
SQL Server 2014 is a relational database management system that allows users to build applications and solutions. The Cube Designer in SQL Server Analysis Services is used to edit the properties of a cube; or to browse data contained by the cube. In this video; Aaron Sampson demonstrates how to navigate through the Cube Designer interface; using its various options.
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Viewing Error and Event Logs to Troubleshoot SSAS
After watching this video; you will be able to view error and events logs to troubleshoot SSAS instances.
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Viewing Report Services Log Files
After watching this video; you will be able to view Reporting Services log files.
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Viewing Reports in Report Manager and a Browser
After watching this video; you will be able to find and view reports in Report Manager and a browser.
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Viewing the Cube Schema in Cube Designer
In this video; Aaron Sampson describes the cube schema in an Analysis Services cube in Microsoft SQL Server 2014.
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Windows Azure Architecture
In Microsoft SQL Server 2014; the cloud-based service Microsoft Azure offers many services to expand your SQL 2014 infrastructure into the cloud. In this video; Aaron Sampson explains Windows Azure architecture.
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Windows Azure Services
In Microsoft SQL Server 2014; you can use the Windows Azure services to develop applications easily for all platforms. In this video; Aaron Sampson explains the features and benefits of the Windows Azure Storage services.
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Windows Azure SQL Database Architecture
In Microsoft SQL Server 2014; the Azure SQL Database provides easy administration; scalability; and data protection. In this video; Aaron Sampson explains the Azure SQL Database architecture.
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Windows Azure SQL Database Backup and Restore
You can backup and restore the cloud-based databases by using Microsoft SQL Server 2014. In this video; Aaron Sampson demonstrates how to backup and restore Windows Azure SQL databases.
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Windows Azure SQL Database Management
In Microsoft SQL Server 2014; you can use Microsoft Windows Azure to do some basic administration directly from within Azure. In this video; Aaron Sampson demonstrates how to manage a Windows Azure SQL database using the Windows Azure Management Portal.
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Windows Azure SQL Database Migration - Generating a T-SQL Script
In Microsoft SQL Server 2014; you can migrate existing on-premise databases into the cloud by using a Transact-SQL Script to assist in automating the process. In this video; Aaron Sampson demonstrates how to generate a T-SQL script.
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Windows Azure SQL Database Migration - Running a T-SQL Script
In Microsoft SQL Server 2014; you can run the Migration script against your Azure subscription to move the database up into the cloud. In this video; Aaron Sampson demonstrates how to run a T-SQL script.
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Windows Azure SQL Database Migration Using the Deploy Database Wizard
In Microsoft SQL Server 2014; if the on-premise database is in a good state to migrate to an Azure cloud-based environment without any problems; you can use the Deploy a Database to SQL Azure wizard. In this video; Aaron Sampson demonstrates how to use the Deploy Database wizard.
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Windows Azure SQL Database Overview
In Microsoft SQL Server 2014; you can use SQL Databases in Azure to expand your database solutions into the cloud. In this video; Aaron Sampson explains the features and benefits of the Windows Azure SQL Database.
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Windows Azure SQL Database Provisioning
In Microsoft SQL Server 2014; you can integrate a cloud computing solution such as Microsoft Windows Azure to benefit from cloud storage for VMs and applications. Windows Azure SQL Database is the public cloud SQL service. In this video; Aaron Sampson demonstrates how to provision a Windows Azure SQL database.
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Windows Azure SQL Database Security
In Microsoft SQL Server 2014; databases in the cloud have security requirements because they are accessed via the Internet. In this video; Aaron Sampson discusses the security configuration options for Azure SQL Database.
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Windows Azure SQL Database Server Provisioning
Suitable for use with Microsoft SQL Server 2014; Windows Azure is a cloud computing option that includes cloud storage; VMs; and applications. Windows Azure SQL Database is the public cloud SQL service. In this video; Aaron Sampson demonstrates how to provision a Windows Azure SQL Database server.
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Windows Azure Storage Blob Service
In Microsoft SQL Server 2014; you can use the Windows Azure Storage Blob service to store anything that does not require any kind of structure; such as backups; virtual machines; and multimedia files. In this video; Aaron Sampson discusses the Blob service.
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Windows Azure Storage Overview
In Microsoft SQL Server 2014; you can use the Windows Azure Storage to store and access data easily. In this video; Aaron Sampson explains how the Windows Azure Storage provides a variety of storage options for different types of data.
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Windows Azure Storage Table Service
In Microsoft SQL Server 2014; you can use the Azure Table storage service to store large amounts of structured; non-relational data. In this video; Aaron Sampson explains the features and benefits of the Windows Azure Storage Table service.
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Windows Azure VM Connect to SQL Server on VM
You can access the virtual machine running SQL Server either from a remote desktop or via SQL Server Management Studio on a local system. In this video; Aaron Sampson demonstrates how to connect to a VM running SQL Server through the Windows Azure interface.
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Windows Azure VM Connecting to a VM
In addition to Windows Azure SQL Database; Windows Azure itself allows you to configure and manage a virtual machine (VM) dedicated to running an instance of Microsoft SQL Server 2014. In this video; Aaron Sampson demonstrates how to connect to a VM that you've created on Windows Azure.
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Windows Azure VM Create a TCP Endpoint
In Microsoft SQL Server 2014; you can use Windows Azure to configure and manage a VM dedicated to running an instance of SQL Server. In this video; Aaron Sampson demonstrates how to create a TCP endpoint on Windows Azure.
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Windows Azure VM Creating a VM
In Microsoft SQL Server 2014; you can create and configure a virtual machine (VM) and then install SQL. In this video; Aaron Sampson demonstrates how to create a VM on Windows Azure.
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Windows Azure VM Disks and Images
In SQL Server; you can have more than one additional data disk on any given virtual machine. In this video; Aaron Sampson discusses Windows Azure VM disks and images.
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Windows Azure VM Overview
Microsoft Azure gives you the option of creating a database and the configuration options of a full server. In this video; Aaron Sampson discusses the Azure Virtual Machine configuration options for supporting your cloud-based SQL implementations.
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Windows Azure VM Security
In Microsoft SQL Server 2014; you can use Windows Azure to configure and manage a virtual machine (VM) dedicated to running an instance of SQL Server. In this video; Aaron Sampson demonstrates how to configure security for a VM on Windows Azure.
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Windows Server Failover Clustering Overview
Microsoft SQL Server 2014 offers high-availability solutions in the form of clusters to provide services in the event of a failure of one or more cluster members. In this video; Aaron Sampson discusses the Windows Failover Clustering feature.
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WSFC Processes
Microsoft SQL Server 2014 provides the cluster failover feature; which helps you to provide services to clients even when one or more cluster members fail. In this video; Aaron Sampson discusses the WSFC processes.
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WSFC Quorum
In Microsoft SQL Server 2014; when you implement a cluster; the cluster can continue to service client requests based on the quorum; which indicates the consensus that enough servers still left running to carry the load generated by the clients. In this video; Aaron Sampson discusses the WSFC quorum.
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Designing a Recovery Strategy
After watching this video; you will be able to design a recovery strategy for SSAS and SSRS databases.
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Aggregation Performance Design
After watching this video; you will be able to determine if aggregation operations should be completed directly in the SSIS pipeline or in the relational database.
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AlwaysON Availability Groups and Interoperability
After watching this video; you will be able to describe how AlwaysON Availability Groups can be used with SSAS and SSRS.
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Analytical Data Models and Reporting
After watching this video; you will be able to describe analytical data models and the reporting and analysis element in a BI infrastructure.
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Authentication Mechanisms
After watching this video; you will be able to describe the different authentication mechanisms supported by SSAS.
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Backing Up and Restoring the SSIS Catalog
After watching this video; you will be able to backup and restore the SSIS catalog; including moving it.
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Backing Up SSAS Databases
After watching this video; you will be able to perform a backup of SSAS databases.
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Backing Up SSRS Databases
After watching this video; you will be able to perform a backup of the SSRS databases.
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BI Infrastructure Upgrade Considerations
After watching this video; you will be able to describe the considerations and guidelines for updating an existing BI solution.
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Business Intelligence Semantic Models
After watching this video; you will be able to describe the two types of BISM data models and how they can be used to create a unified Analysis Services platform.
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Choosing the Appropriate Schema for a Data Model
After watching this video; you will be able to choose between a star and snowflake schema for a multidimensional data model.
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Common Reporting Scenarios for BI Solutions
After watching this video; you will be able to describe the key characteristics of common reporting scenarios used for BI solutions.
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Configuring Binding Options for Partitions
After watching this video; you will be able to configure binding options for partitions.
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Configuring Data Compression on Fact Table Partitions
After watching this video; you will be able to configure data compression options on fact table partitions.
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Configuring Data Refresh for PowerPivot
After watching this video; you will be able to configure data refresh schedules for PowerPivot published to SharePoint and perform an interactive refresh.
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Configuring External Access to SSAS (Part 1)
After watching this video; you will be able to describe granting access to external users using HTTP and verify the prerequisites in IIS.
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Configuring External Access to SSAS (Part 2)
After watching this video; you will be able to configure external access to SSAS using HTTP by creating the application pool; virtual directory in IIS; and configure IIS authentication.
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Configuring External Access to SSAS (Part 3)
After watching this video; you will be able to configure external access to SSAS using HTTP by granting data access permissions and then testing the configuration.
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Configuring Logging in an ETL Process
After watching this video; you will be able to configure logging within an ETL package; container; and task to capture run-time information.
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Configuring Memory Setting for Reporting Services
After watching this video; you will be able to configure memory settings for Reporting Services to ensure optimal performance.
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Configuring Package and Project Deployment Security
After watching this video; you will be able to configure security on packages requiring different security requirements.
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Configuring PowerPivot
After watching this video; you will be able to configure PowerPivot using the PowerPivot for SharePoint 2013 Configuration tool.
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Configuring Relationships Between Tables
After watching this video; you will be able to design and configure relationships between tables.
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Configuring SSAS for Trusted Delegation
After watching this video; you will be able to configure SSAS for trusted delegation using Kerberos.
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Configuring SSAS to Allow for Impersonation
After watching this video; you will be able to configure SSAS to allow for impersonation using Kerberos.
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Create and Publish a Report to SharePoint
After watching this video; you will be able to create and publish a report using Power View to SharePoint.
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Creating a Cube for a Multidimensional Model
After watching this video; you will be able to use the cube wizard to create a cube for a multidimensional model.
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Creating a Data Alert
After watching this video; you will be able to create a data alert for a report in a SharePoint library.
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Creating a Data Source for Analytical Models
After watching this video; you will be able to create data sources and data source views; including relationships; for analytical models.
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Creating a Package Deployment Utility
After watching this video; you will be able to build the SSIS project to create a package deployment utility with the packages for deployment.
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Creating a Subscription for SSRS in SharePoint Mode
After watching this video; you will be able to create a subscription for Report Servers in SharePoint mode to deliver a report to a library.
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Creating and Managing Schedules in Native Mode
After watching this video; you will be able to create and manage a schedule for Reporting Services in native mode using Report Manager.
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Creating Datasets Using Query Parameters
After watching this video; you will be able to create a data set using query parameters.
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Creating Indexes and Assess their Performance
After watching this video; you will be able to create indexes and assess their performance.
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Creating Package Configuration Files
After watching this video; you will be able to use package configuration files to modify the properties of package elements at run time.
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Creating Partitions for a Cube
After watching this video; you will be able to create partitions for a cube; including specifying the aggregations and storage.
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Creating Query-Scoped Calculated Members
After watching this video; you will be able to create query-scoped calculated members using the WITH keyword.
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Creating Roles for Access at Different Levels
After watching this video; you will be able to create roles and define permissions to grant access at different levels for multidimensional models.
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Creating Session-Scoped Calculated Members
After watching this video; you will be able to create session-scoped calculated members using the CREATE MEMBER statement.
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Creating Shared and Embedded Data Sources
After watching this video; you will be able to create a shared or embedded data source.
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Creating Stored Credentials
After watching this video; you will be able to create stored credentials to determine who can access the data in the report.
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Creating Tables in a Tabular Model Part 1
After watching this video; you will be able to import tables and configure relationships and measures for a tabular model.
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Creating Tables in a Tabular Model Part 2
After watching this video; you will be able to design and configure attributes and dimensions for a tabular model.
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Customizing Data Acquisition Using DAX
After watching this video; you will be able to customize data acquisition using DAX with reporting services data sources.
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Data Warehouse and ETL Solution for a BI Infrastructure
After watching this video; you will be able to describe a data warehouse and ETL for a BI infrastructure.
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Data Warehouse Database Design
After watching this video; you will be able to describe the key tasks and steps in designing a data warehouse database in a BI project.
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Defining Measure Groups
After watching this video; you will be able to define measure groups.
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Defining Measures
After watching this video; you will be able to configure measures; including identifying the aggregation method.
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Designing a Data Acquisition Strategy
After watching this video; you will be able to design a data movement strategy and profile source data.
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Designing a Relational Model for a Data Mart
After watching this video; you will be able to identify how to design a relational model for a Data Mart.
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Designing Aggregations for Partitions
After watching this video; you will be able to design aggregations strategies for separate partitions.
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Designing AlwaysON Availability Groups
After watching this video; you will be able to describe how AlwaysON Availability Groups can be used for high availability for a SQL Server instance.
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Designing an AlwaysON Failover Cluster Instance
After watching this video; you will be able to describe how AlwaysON Failover Cluster Instances can be used to ensure high availability for a SQL Server instance.
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Designing and Configuring Dimensions
After watching this video; you will be able to design and configure dimensions in a multidimensional model.
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Designing and Configuring Write Back for a Cube
After watching this video; you will be able to design and configure write back for a cube.
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Designing and Creating a Drill-through Report
After watching this video; you will be able to design and create a drill-through report.
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Designing and Creating a Report with a Map
After watching this video; you will be able to design map visualization and create a report with a map.
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Designing and Creating Aggregations
After watching this video; you will be able to design and create aggregations to improve cube performance.
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Designing and Creating Linked Reports
After watching this video; you will be able to design and create linked reports; including sub-reports.
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Designing and Creating Report Templates
After watching this video; you will be able to design and create a report template to ensure report consistency.
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Designing Cubes for Drill-Through
After watching this video; you will be able to design and configure cubes for drill-through.
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Designing Data Retention
After watching this video; you will be able to design for data retention .
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Designing Data Sources and Data Sets
After watching this video; you will be able to describe the considerations for designing data source and data sets for a report.
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Designing Data Sources for Analytical Models
After watching this video; you will be able to design data sources for analytical models; including the types of data source and the considerations.
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Designing Dimension Keys; Attributes; and Hierarchies
After watching this video; you will be able to design dimension keys; attributes; and hierarchies; given a scenario.
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Designing Dimension Modeling and Documentation
After watching this video; you will be able to design a dimensional model for the business process using a matrix design and document it.
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Designing for High Availability
After watching this video; you will be able to plan for high availability for a BI solution.
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Designing for Specific Types of Reports
After watching this video; you will be able to design for specific report types; including interactive; graphical; and report rendering.
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Designing Indexes and Index Views for Processing
After watching this video; you will be able to design indexes; index views; and order by statements for SSAS processing.
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Designing MDX Calculations
After watching this video; you will be able to describe the key concepts in MDX.
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Designing Multidimensional Cubes
After watching this video; you will be able to describe how to plan for a multidimensional cube.
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Designing Partition Strategies for a Cube
After watching this video; you will be able to choose the appropriate partitioning strategy for a cube.
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Designing Proactive Caching within SSAS
After watching this video; you will be able to determine the appropriate Proactive Caching method within SSAS for different scenarios.
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Designing Scaling for a BI Solution
After watching this video; you will be able to plan for scaling out a BI solution.
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Designing Self-Referencing Dimension Tables
After watching this video; you will be able to design self-referencing dimension tables based on a scenario.
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Designing Slowly Changing Data and Unknown Values
After watching this video; you will be able to design slowly changing data and unknown values for a dimension.
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Designing Time Dimension Tables
After watching this video; you will be able to design time dimension tables based on a scenario.
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Determining Storage Requirements
After watching this video; you will be able to determine the storage requirements for a data warehouse database.
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Enabling Logging for Package Execution in SSIS
After watching this video; you will be able to enable logging for package execution on the SSIS server.
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Enabling Report Server Content Types to a Library
After watching this video; you will be able to enable Report Server content types to a SharePoint library.
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Estimate MCR; CPU and Memory Requirements
After watching this video; you will be able to determine the MCR; CPU; and RAM requirements for a data warehouse database.
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ETL Data Flow Architectures
After watching this video; you will be able to describe the common ETL data flow architectures used in a BI Project.
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Examining the Source Data for the ETL Solution
After watching this video; you will be able to describe the considerations that affect the design of data extraction from the data sources.
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Handling Errors and Audit Information
After watching this video; you will be able to handle errors through error handling techniques and log audit information.
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Handling Invalid Rows
After watching this video; you will be able to handle invalid rows by redirecting the rows.
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Identifying Common MDX Functions
After watching this video; you will be able to describe the common MDX functions.
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Implementing Change Data Capture
After watching this video; you will be able to design ETL solutions to support change data capture.
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Implementing Data Compression
After watching this video; you will be able to implement compression.
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Implementing Dynamic Dimension Security
After watching this video; you will be able to implement Dynamic Dimension Security within a cube.
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Implementing Slowly Changing Dimensions
After watching this video; you will be able to design the ETL solution to support slowly changing dimensions (SCD).
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Installing Packages to the File System or Instance
After watching this video; you will be able to copy the deployment folder and run the Package Installation Wizard to install packages to the file system or instance.
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Installing Reporting Services in SharePoint Mode
After watching this video; you will be able to install Reporting Services in SharePoint mode to enable and use Power View.
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Installing the PowerPivot for SharePoint Add-in
After watching this video; you will be able to install the PowerPivot for SharePoint add-in to add additional functionality.
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Installing the Reporting Services Add-in for SharePoint
After watching this video; you will be able to install the Reporting Services add-in for SharePoint.
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Loading Partitioned Fact Tables
After watching this video; you will be able to load partitioned fact tables using best practices for an optimal load.
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Managing Data Rights and Security for a Data Set
After watching this video; you will be able to manage data rights and security for a data set.
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Managing Datasets Using Stored Procedures
After watching this video; you will be able to manage datasets using store procedures.
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Managing Scope and Context
After watching this video; you will be able to use the CALCULATE and SCOPE statements as well as the THIS function.
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Managing the SSIS Catalog
After watching this video; you will be able to manage the SSIS catalog; including the modifying the catalog properties.
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Microsoft Products Roles in the BI Infrastructure
After watching this video; you will be able to describe the role Windows Server; SQL Server; SharePoint; and Office applications play in a BI infrastructure.
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Monitoring a Data Warehouse Using Performance Monitor
After watching this video; you will be able to use Performance Monitor to troubleshoot data warehouse performance issues.
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Optimizing SSRS Performance Using Caching and Snapshots
After watching this video; you will be able to configure caching for a report and monitor its affects using SQL Server Profiler.
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Overview of Building a BI Project
After watching this video; you will be able to describe the key features in a BI project.
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Overview of SharePoint Integration Mode Features
After watching this video; you will be able to describe the features provided when SharePoint is integrated with a BI Solution.
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Performing a Searched Case Statement
After watching this video; you will be able to perform a searched case statement to evaluate a set of Boolean expressions to return specific values.
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Performing a Simple Case Statement
After watching this video; you will be able to perform a simple case statement to compare an expression to a set of simple expressions to return specific values.
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Planning a Subscription Strategy
After watching this video; you will be able to plan a subscription strategy for report delivery.
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Planning Data Compression
After watching this video; you will be able to describe data compression and its benefits.
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Planning Data Refresh for PowerPivot
After watching this video; you will be able to plan for data refresh for PowerPivot in SharePoint; including security.
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Planning Database File Storage
After watching this video; you will be able to describe causes of data warehouse I/O activity and the considerations for placement of database files.
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Planning for Data Alerts
After watching this video; you will be able to describe what data alerts are and how to use them.
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Planning for Incremental Loads and Full Loads
After watching this video; you will be able to determine whether to use an incremental load or a full load on the data.
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Planning for Report Delivery
After watching this video; you will be able to plan for report delivery; including planning for security.
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Planning for the Size and Workload
After watching this video; you will be able to plan system sizing and workload for a BI infrastructure.
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Planning Indexes for Queries
After watching this video; you will be able to describe the considerations for using indexes and the types of indexes.
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Planning Schedules for Report Processing
After watching this video; you will be able to describe the two types of schedules; what you can accomplish with them; and how they work.
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Planning Security for Report Processing
After watching this video; you will be able to describe the requirements for security for report processing and scheduling; including credentials for data sources and accounts.
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Planning Table Partitioning
After watching this video; you will be able to describe table partitioning; including benefits; and create a partitioned table.
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Planning Views
After watching this video; you will be able to describe the guidelines for planning views and create views based on them.
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Publishing and Accessing a Workbook Using PowerPivet
After watching this video; you will be able to use a PowerPivot workbook and publish it to SharePoint.
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Reducing Load Times and Plan Extraction Windows
After watching this video; you will be able to describe how to minimize the load times and hardware resource utilization; and plan the extraction windows.
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Reporting and Analysis Design in a BI Solution
After watching this video; you will be able to describe how reporting and analysis fit into a BI solution and how data sources are used.
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Requirements for SSRS Configurations
After watching this video; you will be able to describe the requirements; hardware and software; for the different SSRS configurations.
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Restoring SSAS Databases
After watching this video; you will be able to perform a restore of a SSAS database.
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Restoring SSRS Databases
After watching this video; you will be able to perform a restore of the SSRS databases.
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Setting Processing Options for Reports
After watching this video; you will be able to set different processing options for reports in a SharePoint library; including caching; time-out; history options and limits; and database time-out options.
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Setting Up a Server Environment for a Project
After watching this video; you will be able to set up a server environment to specify runtime values for packages within a project.
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SharePoint Infrastructure Design in a BI Solution
After watching this video; you will be able to describe how SharePoint Server can fit into a BI Solution and the supported topologies.
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SQL Server BI Topologies
After watching this video; you will be able to describe the different types of server topologies for a BI solution.
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SQL Server High Availability Solutions
After watching this video; you will be able to describe the high availability solutions that can be used by SQL Server.
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Testing for Impersonated or Delegated Identity
After watching this video; you will be able to use SQL Server Profiler to test for impersonated or delegated identity.
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The BI Infrastructure Data Sources
After watching this video; you will be able to describe the elements of a BI infrastructure and explain data sources.
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The Infrastructure and Personnel to Build a BI Project
After watching this video; you will be able to describe the applications; development; and test infrastructure as well as the personnel to build the BI project.
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The MDX Query Structure
After watching this video; you will be able to describe the basic structure of an MDX query.
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The Project Deployment Model
After watching this video; you will be able to describe the differences between the package deployment model and the project deployment model; and project deployment model features.
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The Reporting Requirements for a BI Solution
After watching this video; you will be able to describe the key considerations for reports in a BI solution.
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The Reporting Services Infrastructure
After watching this video; you will be able to describe the Reporting Services infrastructure.
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The Reporting Services Modes
After watching this video; you will be able to describe the Reporting Services modes and when to choose a mode; given a scenario.
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Tools Used for Report Creation and Delivery Part 1
After watching this video; you will be able to describe the tools offered to create and delivery reports.
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Tools Used for Report Creation and Delivery Part 2
After watching this video; you will be able to describe how SharePoint can be used for reporting and describe the guidelines for choosing the correct reporting tool.
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Transformations in an ETL Solution
After watching this video; you will be able to identify where transformations should take place and determine which transformation should be used.
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Types of Columns for a Fact Table
After watching this video; you will be able to describe the types of columns in a fact table and how to determine the level of grain.
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Types of Measures Stored and Common Fact Tables
After watching this video; you will be able to describe the types of measures in a fact table and the types of fact tables commonly used.
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Understanding the SharePoint Server Integration Steps
After watching this video; you will be able to describe the steps taken to fully integrate SharePoint Server with a BI solution.
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Using Catalog Stored Procedure and Views for Logging
After watching this video; you will be able to use catalog stored procedures and views to manage SSIS objects.
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Using Data Collector to Gather Performance Data
After watching this video; you will be able to use Data Collector to monitor a SQL Server instance by gathering performance-related data.
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Using DAX Queries in Datasets
After watching this video; you will be able to create appropriate DAX queries for an application.
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Using MDX Set Functions (Part 1)
After watching this video; you will be able to use MDX set functions.
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Using MDX Set Functions (Part 2)
After watching this video; you will be able to use MDX set functions.
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Using MDX to Extract Data
After watching this video; you will be able to extract data from analysis services by using MDX queries.
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Using MDX Tuple Functions
After watching this video; you will be able to use MDX tuple functions.
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Using Parameters in Packages
After watching this video; you will be able to use parameters in packages; including sharing them.
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Using Performance Monitor to Monitor SSRS
After watching this video; you will be able to use Performance Monitor to monitor SSRS performance.
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Using Performance Monitor to Troubleshoot SSAS
After watching this video; you will be able to use Performance Monitor to troubleshoot SSAS performance.
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Using Resource Governor to Balance Load Resources
After watching this video; you will be able to use Resource Governor to balance load resources for an ETL load process.
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Using SQL Server Profiler to Monitor DAX Queries
After watching this video; you will be able to use SQL Server Profiler to analyze and optimize performance of DAX queries.
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Using SQL Server Profiler to Monitor MDX Queries
After watching this video; you will be able to use SQL Server Profiler to analyze and optimize performance of MDX queries.
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Using the Balanced Data Distributor Transformation
After watching this video; you will be able to use the Balanced Data Distributor; BDD; transformation to optimize package execution.
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Using the Integration Service Deployment Wizard
After watching this video; you will be able to use the Integration Service Deployment Wizard to deploy projects to the SSISDB catalog using the project deployment model.
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Viewing Log Entries in the Log Events Windows
After watching this video; you will be able to view log entries that are written after a package is run in the Log Events Window.
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Viewing Package Execution Reports
After watching this video; you will be able to view package execution reports provided by the SSIS catalog.
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Choosing the Appropriate BISM
After watching this video; you will be able to describe the considerations for choosing an analytical data model for an SSAS solution.
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Creating a Subscription for SSRS in Native Mode
After watching this video; you will be able to create a subscription for Report Servers in native mode.
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Always Encrypted
After watching this video; you will be able to use the Always Encrypted feature of SQL Server 2016.
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AlwaysOn
After watching this video; you will be able to use the enhanced AlwaysOn high availability in SQL Server 2016.
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In-Memory OLTP
After watching this video; you will be able to use the updated in-memory OLTP for SQL Server 2016.
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Installing CTP2
After watching this video; you will be able to install the second community technical preview of SQL Server 2016.
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Native JSON
After watching this video; you will be able to use native JSON in SQL Server 2016 databases.
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PolyBase
After watching this video; you will be able to use PolyBase to access data stored in Hadoop or Azure Blob Storage from SQL Server 2016.
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Real-time Operational Analytics
After watching this video; you will be able to use real-time operational analytics in SQL Server 2016.
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Row Level Security
After watching this video; you will be able to enforce row level security in SQL Server 2016.
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SQL 2016 and Azure SQL Data Warehouse
After watching this video; you will be able to connect SQL Server 2016 and Azure SQL Data Warehouse.
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SQL Server 2016 Interface
After watching this video; you will be able to navigate the interface of SQL Server 2016.
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Stretch Database
After watching this video; you will be able to use Stretch Database to extend your SQL Server 2016 database to Azure SQL Database.
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Temporal Tables
After watching this video; you will be able to use the new Temporal Tables feature in SQL Server 2016.
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Using the Query Store
After watching this video; you will be able to use the new SQL Server 2016 Query Store.
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Business Intelligence Overview
In Microsoft SQL Server data warehousing; you have easy access to the right data. In this video; David Dye; uses the business intelligence (BI) stack to define BI and discuss the integration and loading of data into a data warehouse.
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Connecting SSRS to a Data Source
Microsoft SQL Server offers features; such as Report Builder and Data Tools; which allow you to connect to data sources and create reports. In this video; David Dye demonstrates how to connect Reporting Services to a data source; and then use SQL server Report Builder and Data Tools to create a Reporting Services report.
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Creating a Columnstore Index
In Microsoft SQL Server; there is more than one way to create your columnstore indexes. In this video; David Dye demonstrates how to use the New Index feature to create a non-clustered columnstore index.
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Creating a Control Flow
In Microsoft SQL Server; a Control Flow is a system which organises the processing order of tasks. This sequence is customizable. In this video; David Dye demonstrates how to add a Script Control Flow Task within SQL Server integrated services.
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Creating a Data Flow
In Microsoft SQL Server; creating a Data Flow Task is an area that can often cause confusion. In this video; David Dye demonstrates how to set up an integrated services Data Flow task between a SQL Server source and host instance.
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Creating a Dimension Table
In Microsoft SQL Server; there's more than one way to create a dimension table. In this video; David Dye demonstrates how to use the Table Designer to create a dimension table.
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Creating a Fact Table
In Microsoft SQL Server data warehousing; there is more than one way to create a fact table. In this video; David Dye demonstrates how to use the Data Definition Language (DDL) to create a fact table.
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Creating a Report
Microsoft SQL Server Data Tools allows you to easily create Reporting Services reports; which can vary from simple to in depth; depending on your requirements. In this video; David Dye demonstrates how to use Data Tools to create a simple Reporting Services report.
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Creating a Report with Calculations
In Microsoft SQL Server; you can easily create a Reporting Services report embedded with operations to extend the functionality of the Reporting Services. In this video; David Dye demonstrates how to create a Reporting Services report which includes an embedded calculation.
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Creating a Report with End User Interactivity
Using Microsoft SQL Server; you can create reports with various kinds of end user interactivity. In this video; David Dye demonstrates how to create a report that allows the end user to toggle through the data; as well as a report that allows the end user to drill down into the data.
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Creating a Simple SSIS Package
In Microsoft SQL Server; there are a number of considerations to be aware of when creating a Simple Integration Services (SSIS) Package. In this video; David Dye demonstrates how to create an SSIS package; add control or data flow; and implement mapping.
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Creating a Transform
The Data Flow within Microsoft SQL Server moves data between sources and destinations allowing for a user to transform data as it is moved. In this video; David Dye demonstrates how to create a Data Flow transformation task within an Integration Services Package.
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Creating an SSAS Cube
In Microsoft SQL Server; creating Analysis Services Cubes based on data source views allows you to easily analyze data sets of related measures and dimensions. In this video; David Dye demonstrates how to create an Analysis Service Cubes using a previously defined data source view.
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Creating an SSAS Data Source
After creating a multidimensional Analysis Services project in Microsoft SQL Server 2014; you need to prepare the database by creating data sources and data source views to control the data structures used in the project. In this video; David Dye uses wizards in SQL Server Data Tools to create a data source and data source view within a multidimensional cube.
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Creating an SSAS Project
When designing business intelligence applications in Microsoft SQL Server 2014; the Analysis Services project templates in SQL Service Data Tools (SSDT) allow you to easily define multidimensional models. In this video; David Dye demonstrates how to create a new multidimensional cube structure using a template from the SSIS Toolbox from within Microsoft Visual Studio.
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Data Warehouse Schemas
In Microsoft SQL Server data warehousing and business intelligence; your data warehouse can consist of a star or snowflake schema. In this video; David Dye demonstrates how to use the New Database Diagram feature to create these two different types of schemas.
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Data Warehousing Overview
In Microsoft SQL Server; you can implement and load a data warehouse. In this video; David Dye uses data warehouse architectures to discuss a centralized data warehouse; a department data mart; and the hub and spoke architecture elements.
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Deploying an SSIS Package
Microsoft SQL Server 2014 allows you to deploy an Integration Services package to either the SSIS catalog or to the msdb database using either the project deployment model or package deployment model. In this video; David Dye demonstrates how to use the Integration Services Deployment Wizard and the Package Installation Wizard to deploy projects and packages from Solution Explorer.
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Deploying Reports
Once you have created your reports on Microsoft SQL Server you can deploy them out to Report Manager. In this video; David Dye demonstrates how to upload a report and deploy it to Report Manager for use and management.
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Deploying SSAS
In Microsoft SQL Server; after creating a multidimensional cube you can deploy it to Analysis Services for further utilization. In this video; David Dye demonstrates how to deploy and process a multidimensional cube to Analysis Services.
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Fact and Dimension Tables
In Microsoft SQL Server data warehousing and business intelligence; you have fact and dimension tables. In this video; David Dye uses a data warehouse to distinguish between a fact and a dimension table.
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Implementing Table and Index Partitioning
In Microsoft SQL Server; it may become necessary to partition a table within a table or an index to help spread data across multiple different file groups. In this video; David Dye demonstrates how to implement a table or index partition.
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Normalization and Denormalization
In Microsoft SQL Server data warehousing and business intelligence; you can denormalize a data warehouse. In this video; David Dye uses a data warehouse to explain normalization and denormalization.
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Querying SSAS
Microsoft SQL Server and Excel allow you to query multidimensional cubes and display the desired data in interactive or two-dimensional reports depending on the requirements of the user. In this video; David Dye demonstrates how to use Excel to query a multidimensional cube from within Analysis Services.
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Altering and Dropping Databases
After watching this video; you will be able to using SMSS and DDL; use; alter; and drop SQL Server databases.
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Altering and Dropping Tables
After watching this video; you will be able to using SMSS and DDL; alter and drop SQL Server tables.
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Backing up Databases with SSMS
After watching this video; you will be able to use SQL Server to back up databases.
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Bulk Inserts
After watching this video; you will be able to use BULK INSERT to insert data into a SQL Server database.
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Column Design
After watching this video; you will be able to define the standards used in column design and its properties such as auto increment columns; default and null values; and modifying size and format in the context of SQL Server examples.
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Combining Result Sets
After watching this video; you will be able to use the UNION statement to combine the results from multiple SELECT statements executed on a SQL Server database.
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Creating and Assigning Permissions
After watching this video; you will be able to create; assign; and manage permissions to a SQL Server login .
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Creating and Using Stored Procedures
After watching this video; you will be able to create and use stored procedures in SQL Server databases.
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Creating Databases
After watching this video; you will be able to using SMSS and DDL; create a new SQL Server database with its specific syntax and parameters and review its schema.
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Creating Indexes
After watching this video; you will be able to create clustered and nonclustered indexes in SQL Server databases.
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Creating Views
After watching this video; you will be able to describe the purpose and performance impact of views and create a view in a SQL Server database by using SMSS graphical designer or by using T-SQL.
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Data Integrity and Constraints
After watching this video; you will be able to describe the importance of data integrity to related database tables and list the methods for enforcement.
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Data Types
After watching this video; you will be able to describe the data types supported by SQL Server.
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DBMS and RDBMS
After watching this video; you will be able to define database management systems (DBMS) and relational database management systems (RDBMS).
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Exercise: Creating and Normalizing Tables
After watching this video; you will be able to use the appropriate commands to create and normalize tables in a SQL Server database.
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Exploring Server and User-defined Roles
After watching this video; you will be able to using SMSS; identify and describe SQL Server fixed and user-defined server and database roles; the guest account and how to revoke it.
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Filtering Results
After watching this video; you will be able to use SELECT statements with WHERE; AND; NOT; BETWEEN to filter results.
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Indexes
After watching this video; you will be able to describe clustered and nonclustered indexes in the context of their use in a SQL Server database.
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Inserting Data
After watching this video; you will be able to describe how data is inserted into a database and use INSERT statements to insert one or more rows into a SQL Server database.
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Introducing Databases
After watching this video; you will be able to define a database; describe how data is stored in tables containing records and fields; and describe flat; hierarchal; and relational databases.
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Introducing SQL Server Management Studio (SSMS)
After watching this video; you will be able to describe the purpose of and navigate SQL Server Management Studio (SSMS); a SQL Server instance; and its objects .
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Manipulating Result Sets
After watching this video; you will be able to use INTERSECT and EXCEPT to compare and extract data from result sets returned from SQL Server data.
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Normalization Guidelines - 1NF
After watching this video; you will be able to describe the normalization guidelines for relational databases and define the first normal form (1NF).
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Normalization Guidelines - 2NF
After watching this video; you will be able to describe the normalization guidelines for relational databases and define the second normal form (2NF).
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Normalization Guidelines - 3NF
After watching this video; you will be able to describe the normalization guidelines for relational databases and define the third normal form (3NF).
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Ordering Result Sets
After watching this video; you will be able to use the ORDER By clause to order result sets returned from a SELECT statement.
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Overview of Database Backup and Restore
After watching this video; you will be able to list the options available in SQL Server for database backups and restores.
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Overview of Database Security
After watching this video; you will be able to describe the main considerations for relational database security.
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Restoring Databases with SSMS
After watching this video; you will be able to use SQL Server to restore databases.
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SQL; DDL; and DML
After watching this video; you will be able to describe the purpose of SQL; DDL; and DML statements in the context of SQL Server.
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Table and Column Properties
After watching this video; you will be able to define the table and column properties such as collation; data type; size; and field properties in the context of SQL Server examples.
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Table Design
After watching this video; you will be able to define the standards used in tables for data storage such as removing duplicates; breaking down fields; and the use of primary keys in the context of SQL Server examples.
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Transactions
After watching this video; you will be able to use transactions with SQL server to ensure data and referential integrity.
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Truncating Tables
After watching this video; you will be able to compare TRUNCATE to DELETE and use the TRUNCATE command to remove data from a SQL Server table.
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Using Aggregate Functions
After watching this video; you will be able to use SQL Server aggregate functions; COUNT; AVG; MIN; MAX to return specific result sets.
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Using Cross Joins
After watching this video; you will be able to use CROSS JOINS to retrieve data from multiple SQL Server tables.
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Using DML Statements
After watching this video; you will be able to use DML statements to query; update; and delete data in a SQL Server database.
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Using SELECT statements
After watching this video; you will be able to use SELECT statements to query tables and columns.
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Configuring Role-based Access Control
After watching this video; you will be able to configure role-based access control.
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Configuring Support for SSL
After watching this video; you will be able to configure MongoDB and clients to support SSL.
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Configuring System Events Auditing
After watching this video; you will be able to configure system events auditing.
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Connecting to a Database
After watching this video; you will be able to connect to the Mongo DB Database.
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Creating and Inserting Documents
After watching this video; you will be able to create documents in MongoDB.
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Creating More Complex Indexes
After watching this video; you will be able to create compound indexes.
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Creating Query Plans
After watching this video; you will be able to create query plans.
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Creating Single and Compound Indexes
After watching this video; you will be able to create single field indexes.
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Deploying a Replica Set
After watching this video; you will be able to deploy a replica set.
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Enabling Authentication and Specifying an Authentication Mechanism
After watching this video; you will be able to enable authentication and specify an authentication mechanism for security.
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Enabling Client Access Control
After watching this video; you will be able to create user administrators and database users.
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Index Properties
After watching this video; you will be able to describe the index properties that can be set.
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Installing on Linux
After watching this video; you will be able to install MongoDB on Linux.
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Introducing CRUD
After watching this video; you will be able to describe CRUD.
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Introducing Data Model Design
After watching this video; you will be able to describe data model design.
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Introduction to Indexes
After watching this video; you will be able to describe indexes.
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Introduction to Replication
After watching this video; you will be able to describe how replication is used in MongoDB.
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Managing the Replica Set Oplog
After watching this video; you will be able to describe and use the replica set oplog.
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Overview of Authentication Mechanisms
After watching this video; you will be able to identify the authentication mechanisms.
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Overview of Installing
After watching this video; you will be able to describe the installation options for MongoDB.
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Overview of Security
After watching this video; you will be able to identify how security is implemented in a MongoDB database.
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Preparing to Install on Windows
After watching this video; you will be able to describe how to install MongoDB on Windows.
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Query Optimization
After watching this video; you will be able to describe how query optimization works.
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Querying Documents Using the find() Method
After watching this video; you will be able to use the find() method to query documents.
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Removing Documents
After watching this video; you will be able to remove documents from a MongoDB database.
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Replica Set Data Synchronization
After watching this video; you will be able to describe how data synchronization is used to replicate data between members.
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Replica Set High Availability
After watching this video; you will be able to describe replica set high availability.
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Replica Set Read and Write Semantics
After watching this video; you will be able to describe the read and write semantics for replica sets.
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Running on Linux
After watching this video; you will be able to run MongoDB on Linux.
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Running on Windows
After watching this video; you will be able to run MongoDB on Windows.
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Types of Indexes
After watching this video; you will be able to describe the different types of indexes.
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Understanding Aggregation of Data
After watching this video; you will be able to describe aggregation.
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Understanding Cursors
After watching this video; you will be able to describe how cursors are used.
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Understanding How to Install on Linux
After watching this video; you will be able to describe the packages and considerations for installing MongoDB on Linux.
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Understanding Read Operations
After watching this video; you will be able to describe how read operations retrieve data.
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Understanding Replica Set Deployment Architectures
After watching this video; you will be able to describe the replica set deployment architectures.
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Understanding the Database Storage
After watching this video; you will be able to describe how MongoDB stores data.
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Understanding the Key Features
After watching this video; you will be able to describe the key features MongoDB provides.
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Updating Documents
After watching this video; you will be able to update documents in a MongoDB database.
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Using Aggregation Pipelines to Transform Documents
After watching this video; you will be able to use aggregation pipeline to transform documents.
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Using Map-Reduce Operations to Perform Aggregation
After watching this video; you will be able to use map-reduce operations.
-
Using Single Purpose Aggregation Operations
After watching this video; you will be able to use single purpose aggregation operations.
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Using the Mongo Shell
After watching this video; you will be able to connect to a MongoDB database.
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Graph Data Stores in Depth
Relationships are vital within graph-based databases in NoSQL; and can be either unidirectional or bidirectional. In this video; Chuck Easttom demonstrates the subtleties and specifics of graph databases and the relationships found within them.
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HIPAA and
The Health Insurance Portability and Accountability Act (HIPAA) works with NoSQL to protect sensitive information. It is an act of law that manages health records. In this video; Chuck Easttom demonstrates how NoSQL incorporates HIPAA.
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Key Value Data Stores in Depth
Key value data stores in NoSQL are pieces of data that are used to identify other types of data. In this video; Chuck Easttom demonstrates how key value data stores are organised.
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Adding Controllers to an ASP.NET MVC 4 Application
After watching this video; you will be able to create a RavenDB base controller for use in an MVC application.
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Asynchronous Operations on Documents
After watching this video; you will be able to use the logs.
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Connecting to in Your .NET App
After watching this video; you will be able to build RavenDB from PowerShell.
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Creating a Reduce Function for an Index
After watching this video; you will be able to use the .Net Client API to update a document.
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Creating Documents
After watching this video; you will be able to view documents.
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Creating Multimap Indexes
After watching this video; you will be able to create a multimap index.
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Embedding
After watching this video; you will be able to reference the embedded client.
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Full Text Searches
After watching this video; you will be able to perform full-text search queries.
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Identity and Logins with an ASP.NET MVC 4 Application
After watching this video; you will be able to create an MVC Web app with RavenDB as the login and identity provider.
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Introduction to Raven Studio
After watching this video; you will be able to describe basic configurations that can be made.
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Low level HTTP API
After watching this video; you will be able to manage and debug RavenDB through the low-level HTTP API.
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Managing Documents in Raven Studio
After watching this video; you will be able to view collections.
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Master-Slave Replication
After watching this video; you will be able to run a replication in a master-slave environment.
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Multi-Master Replication
After watching this video; you will be able to run a replication in a multi-master environment.
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OAuth Authentication
After watching this video; you will be able to set up a RavenDB database with access restricted to API keys.
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Overview of and Document-Based Databases
After watching this video; you will be able to describe NoSQL theory and RavenDB.
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Paging Results
After watching this video; you will be able to implement paging.
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Patching a Document in Raven Studio
After watching this video; you will be able to import a database.
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Patching a Document through Code
After watching this video; you will be able to patch an index.
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Performing Backups
After watching this video; you will be able to back up a RavenDB database manually or through automatic periodic backup.
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Performing Bulk Inserts
After watching this video; you will be able to delete documents.
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Querying Documents
After watching this video; you will be able to create a dynamic query.
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Reactive Programming with the Changes API
After watching this video; you will be able to create a development environment for RavenDB.
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Reading Documents
After watching this video; you will be able to create indexes.
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Replication with Automatic Failover
After watching this video; you will be able to build apps that failover to replication destinations transparently.
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Running an ASP.NET MVC 4 Application
After watching this video; you will be able to set up an MVC Web app with RavenDB.
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Running as a Windows Service
After watching this video; you will be able to set up RavenDB as a system service.
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Running as an IIS Application
After watching this video; you will be able to set up RavenDB as an IIS application.
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Running in Memory
After watching this video; you will be able to set up RavenDB to run in Memory.
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Sharding Based On Data
After watching this video; you will be able to perform sharding based on the data.
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Sharding in the Dark
After watching this video; you will be able to describe blind sharding.
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Streaming Large Result Sets
After watching this video; you will be able to work with large result sets via streaming.
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Suggestions with Full Text Searches
After watching this video; you will be able to augment full-text searching with suggestions.
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Understanding the Document Session
After watching this video; you will be able to describe the Management Studio.
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Updates and Concurrency
After watching this video; you will be able to patch a collection.
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Updating and Deleting Documents
After watching this video; you will be able to patch a document.
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Using in Console Mode
After watching this video; you will be able to run the Raven.Server.exe console application.
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Using Transformresults
After watching this video; you will be able to describe what Transformresults is used for.
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Windows Authentication
After watching this video; you will be able to set up a RavenDB database with access restricted to Windows ACLs.
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Working with Dynamic Indexes
After watching this video; you will be able to use the .Net Client API to load a document.
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Working with Object Relationships
After watching this video; you will be able to export a database.
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Working with Potentially Stale Results
After watching this video; you will be able to determine if a result set is stale; what implications it may have; and how to force non-stale results when necessary.
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Working with Static Indexes
After watching this video; you will be able to use the .Net Client API to create a document.
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Configuring Index Disk Usage
After watching this video; you will be able to configure the size and disk usage of Splunk indexes.
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RAC Administration - Application Continuity Overview
After watching this video; you will be able to describe Application Continuity works and its benefits.
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Assessing Recovery Requirements
An initial assessment of your organization's recovery requirements will allow you to tailor a data protection plan and maximize Oracle Database 12c's complete backup-and-recovery solution. In this video; Steve Hamilton demonstrates how to identify recovery requirements around data criticality based on RPO and RTO key requirements; and how to assess both physical and logical data protection requirements.
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Asynchronous and Synchronous I/O Bottlenecks in RMAN
In Oracle Database 12c; you can use commands in the dictionary view to detect asynchronous and synchronous I/O bottlenecks in RMAN. In this video; Steve Hamilton demonstrates how to use the RMAN v$backup_asynch_io and v$backup_synch_io tables to look up information dealing with I/O issues.
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Automatic Diagnostic Workflow
In Oracle Database 12c; Recovery Manager (RMAN) features Automatic Diagnostic Workflow (ADW) to automatically investigate and diagnose abnormal events within the system. In this video; Steve Hamilton demonstrates the function and application of Automatic Diagnostic Workflow in RMAN.
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Backing Up a Database Using RMAN in NOARCHIVELOG Mode
In Oracle Database 12c; you can backup a Database in NOARCHIVELOG mode using RMAN by shutting it down and restarting it in a mount state. In this video; Steve Hamilton demonstrates how to natively shutdown a database which is running in NOARCHIVELOG mode from within RMAN; and restart it with the startup mount command.
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Backing Up Recovery; Control and Other Database Files
In Oracle Database 12c; you can backup the recovery; control; and other database files using various commands to ensure all files in the Flash Recovery area; your ASM environment; and all trace files are secured against unexpected loss. In this video; Steve Hamilton demonstrates how to backup these database elements.
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Backing up the RMAN Recovery Catalog
In Oracle Database 12c; backing up the recovery catalog is much easier than backing up a regular database. In this video; Steve Hamilton uses RMAN to back up the recovery catalog.
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Backup and Recovery Best Practices for Data Warehousing
In Oracle Database 12c; you have the advantage of dividing the full backup of a data warehouse across multiple days. In this video; Steve Hamilton uses the backup database command to back up a data warehouse over a three day period.
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Backup and Recovery Solutions
Oracle Database 12c allows you to use a range of backup and recovery solutions in its database management system. In this video; Steve Hamilton demonstrates the Backup and Recovery Objective (RPO); the Recovery Time Objective (RTO); and the Oracle RMAN backup system.
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Backup and Restore Requirements
In Oracle Database 12c; Recovery Manager (RMAN) is the backup and recovery utility of choice. In this video; Steve Hamilton demonstrates the RMAN backup solutions available within Oracle Database 12c and explores backup strategies.
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Creating a Whole Database Backup
In Oracle Database 12c; you can perform a full database backup within RMAN. In this video; Steve Hamilton uses the backup database command to create a backup set of everything in the database.
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Backup and Restore Very Large Files
Oracle Database 12c introduces a new feature referred to as multi-file parallel section backups which allows you to backup very large files and image copies; as well as perform full and incremental backups substantially faster than before. In this video; Steve Hamilton demonstrates multi-file parallel section backups.
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Backup Compression
In Oracle Database 12c; Recovery Manager (RMAN) backups can be compressed to save space; allowing backups to be kept on disk for longer and resulting in faster restore operations. In this video; Steve Hamilton demonstrates the LOW; MEDIUM; HIGH; and BASIC backup compression ratio types and their uses.
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Backup Sets and Image Copies
In Oracle Database 12c; you can create backup sets and image copies. In this video; Steve Hamilton uses the backup as backupset command to create a backup set.
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Best Practices for Restore and Recovery Performance
In Oracle Database 12c; you can perform various steps to optimize RMAN performance to enhance recovery and restore operations; and ensure a system recovers quickly. In this video; Steve Hamilton demonstrates the best practices for RMAN backup and recovery; which include setting memory accordingly; enabling media block recovery; and setting an adequate degree of parallelism.
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Best Practices for Using the Flashback Database Feature
In Oracle Database 12c; you use the FLASHBACK DATABASE command to restore a database to a specific point. In this video; Steve Hamilton demonstrates best practices for using FLASHBACK DATABASE; including managing the size of flashback logs; enabling a physical standby database to test flashback logging; and limiting the use of guaranteed restore points.
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Complete and Incomplete Recovery
Oracle Database 12c allows you to perform either a complete recovery (recovering the database to the last transaction); or an incomplete recovery (recovery to a specific point in time; or recovery if there are files missing) should you experience a Media Failure. In this video; Steve Hamilton demonstrates how the complete and incomplete recoveries are applied.
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Configure RMAN Multiplexing to Improve Performance
In Oracle Database 12c; you can configure Recovery Manager (RMAN) multiplexing to improve the performance of the RMAN tool. In this video; Steve Hamilton demonstrates how RMAN multiplexing can determine the maximum open files per channel; as well as the number of files per set for a backup.
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Configuring an Oracle 12c Database to Support Flashback
Oracle Database 12c's undo or flashback capabilities are controlled by the undo_management; undo_retention; and undo_tablespace parameters. In this video; Steve Hamilton demonstrates how undo parameters affect each other and Oracle Database 12c's flashback capabilities.
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Configuring Flashback Database
In Oracle Database 12c; you can totally rewind the entire database thanks to a specific database operating mode called flashback database. In this video; Steve Hamilton demonstrates how you can undo any DML activity and most DDL activity once the database parameters are set using db_flashback_retention_target to identify how far back in time you can perform a rewind operation.
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Configuring Oracle Secure Backup for RMAN
Oracle Database 12c contains the Oracle Secure Backup (OSB) backup utility that is integrated within RMAN. OSB can be use to secure data and access to the backup domain. In this video; Steve Hamilton demonstrates how to configure OSB for RMAN.
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Configuring OSB and Performing a Backup
Oracle Database 12c's Oracle Secure Backup (OSB) utility includes the obtool; used to perform backups; list devices; and monitor file systems. In this video; Steve Hamilton demonstrates how to access the obtool and reviews key commands used to configure OSB.
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Configuring Persistent RMAN Settings
Oracle Recovery Manager (RMAN) is an Oracle Database 12c client that allows you to configure persistent settings for the RMAN environment via a common command-line interface for performing backup and recovery tasks on your databases. In this video; Steve Hamilton demonstrates the syntax of an RMAN command; and describes how to configure; view; and manage persistent settings.
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Configuring the Fast Recovery Area
In Oracle Database 12 c; the Fast Recovery Area (FRA) contains backups and archive log files to make it possible to recover a database quickly in the event of a failure. In this video; Steve Hamilton demonstrates the parameters available for configuring the default location and size of the FRA.
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Create the Parameter File for the Auxiliary Instance
In Oracle Database 12c; you can create initialization parameters for the auxiliary instance. In this video; Steve Hamilton uses the LOG_FILE_NAME_CONVERT parameter to put the online redo log files in a different directory on the auxiliary database.
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Creating a Backup Schedule
In Oracle Database 12c; you can periodically backup your entire database to disk or tape. In this video; Steve Hamilton uses the Schedule Backup option to schedule a full incremental customized backup every single night at 10 PM Eastern Standard Time.
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Creating an Incremental Backup Strategy
In Oracle Database 12c; you can create an incremental backup strategy. In this video; Steve Hamilton uses the incremental script to create an image copy with incremental level 0.
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Creating and Managing Archival Backups
In Oracle Database 12c; you can create and manage archival backups; in what is known as the RMAN backup archival process. Performing this backup allows you to safely perform system or application upgrades. In this video; Steve Hamilton demonstrates how to perform the RMAN backup archival process.
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Creating Archived Redo Log Files
Oracle Database 12c provides you with more than 30 destinations for archiving redo log files. In this video; Steve Hamilton demonstrates the difference between ARCHIVELOG mode and NOARCHIVELOG mode in terms of dynamic database recovery without impacting users.
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Creating Incremental Updated and Fast Backups
In Oracle Database 12c; you can create fast incremental backups with image copies or traditional backup sets. In this video; Steve Hamilton uses the incremental command to update image copies with all changes up to the incremental backup System Change Number (SCN).
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Creating Proxy; Duplexed and Backup Sets
Oracle Database 12c allows you to create proxy; duplexed; and backup sets to ensure that your data is safely backed up and that no data will be lost in the event of a database malfunction. In this video; Steve Hamilton demonstrates how to create proxy; duplexed; and backup sets in an Oracle database.
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Creating Temporal History and Enabling Archiving
In Oracle Database 12c; if you want to track changes made to a table at any given time; you can use the Creating Temporal History and Enabling Archiving tools. In this video; Steve Hamilton demonstrates how to put a table into archiving mode; and shows you the tools that allow you to archive changes made to a table.
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Creating the Recovery Catalog to Store Repository Data
Oracle Database 12c allows you to create a recovery catalog to store repository data. In this video; Steve Hamilton demonstrates the steps to create a recovery catalog; which can be a separate database or a schema in an existing database.
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Diagnose and Repair a Database Failure Using RMAN
Oracle Database 12c allows you to identify missing or corrupt datafiles on a database and create a script for their recovery. In this vide; Steve Hamilton uses the Data Recovery Advise feature of Oracle Database 12c to execute a recovery of missing files using RMAN.
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Diagnose Performance Bottlenecks Read Operations in RMAN
In Oracle Database 12c; you can use RMAN to diagnose performance related issues in a number of different ways. In this video; Steve Hamilton demonstrates how to diagnose problematic read operations by reading the two dictionary views in RMAN.
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Diagnose Performance Bottlenecks Write Operations in RMAN
In Oracle Database 12c; you can use Oracle's DBMS utility to determine if there's a problem writing to disk. In this video; Steve Hamilton demonstrates how to use the DBMS backup restore utility to set specific database parameters that will give you information about read or write problems; as well as increase the speed of your backup.
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Duplicating a Database
In Oracle Database 12c; you can use RMAN's duplicate command to copy one database and replicate it on another system. In this video; Steve Hamilton demonstrates how to use the RMAN utility to duplicate from an active database; a backup; or a backup not connecting to the target.
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Ensuring Backups are Available to Perform a Restore
In Oracle Database 12c; you can ensure that backups are available to perform a restore using the Recovery Manager (RMAN) tool. In this video; Steve Hamilton demonstrates how to use the RMAN restore and recover commands so that backups are available to restore the database if necessary.
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Exploring the Oracle Database Architecture
In Oracle Database 12c; you can use the Oracle Database Architecture to discover what is installed on a database server. In this video; Steve Hamilton demonstrates how to explore the Oracle Database Architecture using the data dictionary view and the select command.
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File Loss and Data Repair
In Oracle Database 12c; lost or damaged files can be restored or repaired using Recovery Manager (RMAN). In this video; Steve Hamilton demonstrates the difference between critical and non-critical failure; and outlines which tools can be used to overcome this.
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Filtering on Valid-Time Columns in a Database Table
In Oracle Database 12c; when using Filtering on Valid-Time Columns in a database table you can query active and inactive data. In this video; Steve Hamilton demonstrates how to query data that is both live and non-live; and issue a select statement that will include the versions or the state of the data within a particular timeframe.
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Flashing Back a Database Using Flashback Database
In Oracle Database 12c; you can create a restore point which can be used after shutting down the database. In this video; Steve Hamilton demonstrates how to flash a Database using flashback in a mounted state to complete a flashback to a specific time; sequence number; or SCN number.
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Handling Block Corruption
When dealing with Oracle Database 12c; there are specific parameters and commands that can be issued in order to identify and diagnose block corruption. In this video; Steve Hamilton demonstrates how these parameters and commands are applied for logical and physical corruption.
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Identifying the Categories of Failures
Oracle Database 12c allows you to identify categories of failures in its database management system. In this video; Steve Hamilton demonstrates how to identify the five different failure categories; and some of the measures that can be taken to rectify them.
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Identifying the Endian Format for Conversion Using the CONVERT Command
In Oracle Database 12c; you are able to migrate a tablespace from one platform to another. To do this; both platforms should be in the same format; referred to as the endian format. In this video; Steve Hamilton demonstrates how to ensure that the source tablespace and the destination tablespace are in the same endian format.
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Identifying the Flashback Data Archive Process
In Oracle Database 12c; users are able to retrieve information from flashback data archives; such as employee IDs and salary levels; by using fbda queries. In this video; Steve Hamilton demonstrates the flashback data archive process.
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Identifying the Procedure to Transport a Database
In Oracle Database 12c; you can move a database from one platform to another. In this video; Steve Hamilton uses the RMAN convert utility to convert files when moving a database from one endian format to another across platforms.
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Installing Oracle Secure Backup
Oracle Database 12c's Oracle Secure Backup (OSB) utility integrates with Recovery Manager (RMAN) to provide improved data protection. In this video; Steve Hamilton demonstrates the installation of OSB on the administrative server; and explains its configuration and options.
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Interpreting RMAN Error Messages
Oracle Database 12c allows you to troubleshoot RMAN when there are debugging-related issues. In this video; Steve Hamilton demonstrates the debugging process for a specific backup when errors have occurred.
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Interpreting RMAN Messages and Error Stacks
In Oracle Database 12c; RMAN offers a number of tools to help you identify and fix errors. In this video; Steve Hamilton demonstrates the various ways you can debug performance and I/O issues.
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Introduction to SQL - Adding New Rows to Tables using the INSERT statement
After watching this video; you will be able to add rows to a table in the database by using the INSERT SQL statement.
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Introduction to SQL - ALTER TABLE Statement
After watching this video; you will be able to change the definition of a table using the ALTER TABLE SQL command.
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Introduction to SQL - Alternative Quote Operator
After watching this video; you will be able to use the alternative quote (q) operator to select a quotation mark delimiter.
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Introduction to SQL - Ambiguous Column Names and Table Aliases
After watching this video; you will be able to use aliases with the USING clause and use prefixes to join multiple tables in a SQL statement.
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Introduction to SQL - AND; OR; and NOT Operators
After watching this video; you will be able to use the AND; OR and NOT operators in a WHERE clause in a SQL statement.
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Introduction to SQL - ANY and ALL Operators in Multiple-row Subqueries
After watching this video; you will be able to use the IN; ANY; and ALL operators in multiple-row subqueries in a SQL statement.
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Introduction to SQL - Applying Additional Conditions to a Join
After watching this video; you will be able to use the AND clause or the WHERE clause to apply additional conditions to a join in a SQL statement.
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Introduction to SQL - Arithmetic Expressions
After watching this video; you will be able to describe and use the arithmetic expressions in SQL.
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Introduction to SQL - Arithmetic Operators in Dates
After watching this video; you will be able to use arithmetic operators with dates in a SQL statement.
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Introduction to SQL - AUTOTRACE Commands
After watching this video; you will be able to use the AUTOTRACE SQL*Plus command.
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Introduction to SQL - AVG and SUM Functions
After watching this video; you will be able to use the AVG and SUM functions to group numeric data in a SQL statement.
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Introduction to SQL - BETWEEN and IN Operators
After watching this video; you will be able to use the BETWEEN and IN operators in a WHERE clause in a SQL statement.
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Introduction to SQL - Browse the HR Schema Using SQL Developer
After watching this video; you will be able to connect to the database and browse the tables in the HR schema using SQL Developer.
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Introduction to SQL - Browsing Database Objects and Structures
After watching this video; you will be able to browse through the database objects and structures within SQL Developer.
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Introduction to SQL - CASE Expression
After watching this video; you will be able to use the CASE expression to facilitate a conditional inquiry in a SQL statement.
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Introduction to SQL - Case-conversion Functions
After watching this video; you will be able to use the case-conversion functions in a SQL statement.
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Introduction to SQL - Character Functions
After watching this video; you will be able to use character functions in a SQL statement.
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Introduction to SQL - Character Strings and Dates
After watching this video; you will be able to use character strings and dates in a WHERE clause in a SQL statement.
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Introduction to SQL - Character-manipulation Functions
After watching this video; you will be able to use the character-manipulation functions in a SQL statement.
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Introduction to SQL - CHECK Constraint
After watching this video; you will be able to describe the use of the CHECK constraint.
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Introduction to SQL - Column Aliases
After watching this video; you will be able to define column aliases in the SELECT list.
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Introduction to SQL - COMMIT and ROLLBACK Statements
After watching this video; you will be able to describe the COMMIT; SAVEPOINT; and ROLLBACK SQL statements.
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Introduction to SQL - Comparison Operators
After watching this video; you will be able to use the comparison operators in a WHERE clause in a SQL statement.
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Introduction to SQL - Concatenation Operator
After watching this video; you will be able to use the concatenation operator to create a character expression in the SQL statement output.
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Introduction to SQL - Conditional Expressions
After watching this video; you will be able to use conditional expressions to provide the use of the IF-THEN-ELSE logic in a SQL statement.
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Introduction to SQL - Constraints and Constraint Guidelines
After watching this video; you will be able to identify the different types of constraints and how these are used to enforce rules at a table level.
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Introduction to SQL - Copying Rows from Another Table
After watching this video; you will be able to use the INSERT SQL statement to copy rows from one table to another.
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Introduction to SQL - COUNT and COUNT DISTINCT Function
After watching this video; you will be able to use the COUNT and COUNT DISTINCT functions in a SQL statement.
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Introduction to SQL - Create and Work with Tables Using DDL
After watching this video; you will be able to create a new table; modify the structure and drop the table.
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Introduction to SQL - Creating a Database Connection
After watching this video; you will be able to create a database connection within SQL Developer.
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Introduction to SQL - Creating a New Schema Object
After watching this video; you will be able to create a new schema object using SQL Developer.
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Introduction to SQL - Creating a Script
After watching this video; you will be able to save commands with substitution variables to a file and execute the commands in the file.
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Introduction to SQL - Creating a Table Using a Subquery
After watching this video; you will be able to create a new table and insert rows by combining the CREATE TABLE and the AS subquery option in a SQL statement.
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Introduction to SQL - Creating a User-defined Report
After watching this video; you will be able to create a user-defined report in SQL Developer and organize them in folders.
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Introduction to SQL - Creating and Retrieving Records with Natural Joins
After watching this video; you will be able to join tables automatically based on columns with matching data types and names to retrieve data in a SQL statement.
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Introduction to SQL - Creating Groups of Data
After watching this video; you will be able to create groups of data in a SQL statement.
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Introduction to SQL - Creating Joins with the ON Clause
After watching this video; you will be able to use the ON clause when you specify join conditions in the WHERE clause in a SQL statement.
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Introduction to SQL - Creating Joins with the USING Clause
After watching this video; you will be able to use the USING clause to specify columns used for an equijoin to retrieve records in a SQL statement.
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Introduction to SQL - Creating Self-joins using the ON Clause
After watching this video; you will be able to use a self-join to join a table to itself in a SQL statement.
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Introduction to SQL - Creating Tables
After watching this video; you will be able to use the CREATE TABLE SQL command to create new tables in the database.
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Introduction to SQL - Creating Three-way Joins
After watching this video; you will be able to using a three-way join to join three tables in a SQL statement.
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Introduction to SQL - CROSS Joins
After watching this video; you will be able to create cross joins in a SQL statement.
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Introduction to SQL - Data Manipulation Language
After watching this video; you will be able to define the Data Manipulation Language in SQL.
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Introduction to SQL - Data Modeler in SQL Developer
After watching this video; you will be able to use the Data Modeler in SQL Developer.
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Introduction to SQL - Data Models
After watching this video; you will be able to describe the data model and entity relationship model.
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Introduction to SQL - Data Types
After watching this video; you will be able to identify the different Oracle database data types used when creating a table.
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Introduction to SQL - Database Objects and their Naming Rules
After watching this video; you will be able to describe the DDL database objects and the associated naming rules.
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Introduction to SQL - Database Reporting
After watching this video; you will be able to display built-in database reports in SQL Developer.
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Introduction to SQL - Database State before and after COMMIT
After watching this video; you will be able to describe the state of the database before and after a COMMIT SQL command within the database.
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Introduction to SQL - Database State before and after ROLLBACK
After watching this video; you will be able to describe the state of the database before a ROLLBACK SQL command within the database.
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Introduction to SQL - Database Transactions
After watching this video; you will be able to describe database transactions and how to ensure data consistency during DML; DDL; and DCL activity on the database.
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Introduction to SQL - Date Format Model
After watching this video; you will be able to describe elements of the date format model in SQL.
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Introduction to SQL - Date-manipulation Functions and using Date Functions
After watching this video; you will be able to describe and use date-manipulation functions MONTHS_BETWEEN; ADD_MONTHS; NEXT_DAY; LAST_DAY in a SQL statement.
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Introduction to SQL - Debugging Procedures and Functions
After watching this video; you will be able to debug procedures and functions.
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Introduction to SQL - DEFINE and VERIFY Commands
After watching this video; you will be able to use the DEFINE and VERIFY commands to create; assign; and verify a substitution variable when using SQL Developer.
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Introduction to SQL - Defining Constraints
After watching this video; you will be able to describe the syntax for defining constraints when creating a table.
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Introduction to SQL - Deleting Rows Based on Another Table
After watching this video; you will be able to remove rows from a table based on a different table using the DELETE SQL statement.
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Introduction to SQL - Deleting Rows from a Table
After watching this video; you will be able to remove rows from a table using the DELETE SQL statement.
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Introduction to SQL - Displaying Table Structure
After watching this video; you will be able to display the structure of a table using the SQL*Plus DESCRIBE command.
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Introduction to SQL - Double-ampersand Substitution Variable
After watching this video; you will be able to reuse a substitution variable by making use a double-ampersand substitution variable in a SQL statement.
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Introduction to SQL - Dropping a Table
After watching this video; you will be able to use the DROP TABLE SQL command to delete a table from the database.
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Introduction to SQL - Duplicate Rows
After watching this video; you will be able to eliminate duplicate rows from SQL statement output using the DISTINCT qualifier.
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Introduction to SQL - Entity Relationship Model
After watching this video; you will be able to describe the Entity Relationship Model.
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Introduction to SQL - Executing Saved Script Files
After watching this video; you will be able to execute saved script files using various methods in SQL Developer.
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Introduction to SQL - Executing Single-row Subqueries
After watching this video; you will be able to use a single-row subquery to return one row in a SQL statement.
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Introduction to SQL - Explicit Transaction Control Statements
After watching this video; you will be able to describe the control of the logic within transactions.
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Introduction to SQL - Features of Oracle Cloud 12c
After watching this video; you will be able to describe the salient features of Oracle Cloud 12c.
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Introduction to SQL - Features of
After watching this video; you will be able to describe the features of Oracle Database 12c.
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Introduction to SQL - FOR UPDATE Clause in a SELECT statement
After watching this video; you will be able to describe using the FOR UPDATE clause in a SQL statement.
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Introduction to SQL - FOREIGN KEY Constraint
After watching this video; you will be able to describe the use of the FOREIGN KEY constraint when creating a table.
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Introduction to SQL - Full OUTER Join
After watching this video; you will be able to use a full outer join in a SQL statement.
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Introduction to SQL - General Functions
After watching this video; you will be able to describe general functions when working with data and pertaining to NULL values.
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Introduction to SQL - Generating Cartesian Product
After watching this video; you will be able to describe the generation of a Cartesian product returned by a SQL statement.
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Introduction to SQL - GROUP BY Clause
After watching this video; you will be able to describe how to create groups of data and work with the GROUP BY clause in a SQL statement.
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Introduction to SQL - GROUP BY on Multiple Columns
After watching this video; you will be able to use with the GROUP BY clause on multiple columns in a SQL statement.
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Introduction to SQL - Group Functions
After watching this video; you will be able to describe how to use group functions to return one result based on a set of rows in a SQL statement.
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Introduction to SQL - Group Functions and NULL Values
After watching this video; you will be able to work with NULL values when grouping a set of rows in a SQL statement.
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Introduction to SQL - Guidelines for Subqueries
After watching this video; you will be able to describe the rules; guidelines; and types of subqueries used in a SQL statement.
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Introduction to SQL - Human Resources (HR) Schema
After watching this video; you will be able to describe the HR sample schema and its tables.
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Introduction to SQL - ILLEGAL GROUP Function
After watching this video; you will be able to describe illegal queries when using the GROUP BY function in a SQL statement.
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Introduction to SQL - Implementing Read Consistency
After watching this video; you will be able to describe read consistency and its role in the database.
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Introduction to SQL - Implicit and Explicit Data Type Conversion
After watching this video; you will be able to describe the use of implicit and explicit data conversion within SQL statements.
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Introduction to SQL - Implicit Transaction Processing
After watching this video; you will be able to describe the conditions in which an automatic commit statement is issued and the impact on the database.
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Introduction to SQL - INNER and OUTER Joins
After watching this video; you will be able to describe the differences between an INNER and OUTER join.
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Introduction to SQL - Inserting Rows with Null Values
After watching this video; you will be able to work with NULL values during the INSERT SQL statement when adding rows to a table.
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Introduction to SQL - Inserting Rows with Special Values
After watching this video; you will be able to work with SPECIAL values during the INSERT SQL statement when adding rows to a table.
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Introduction to SQL - Inserting Specific Date and Time Values
After watching this video; you will be able to work with specific DATE and TIME values during the INSERT SQL statement when adding rows to a table.
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Introduction to SQL - Interacting with SQL*Plus
After watching this video; you will be able to describe the features of SQL and SQL*Plus.
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Introduction to SQL - INTERSECT Operator
After watching this video; you will be able to use the INTERSECT operator to return all rows that are common to multiple queries in a SQL statement.
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Introduction to SQL - Introduction to SQL Developer
After watching this video; you will be able to list the key features of Oracle SQL Developer.
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Introduction to SQL - Joining Multiple Tables
After watching this video; you will be able to display data from multiple tables using joins in a SQL statement.
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Introduction to SQL - Left OUTER Join
After watching this video; you will be able to use a left outer join in a SQL statement.
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Introduction to SQL - LIKE Operator and Combining Wildcard Characters
After watching this video; you will be able to use the LIKE operator and combine wildcard characters in a WHERE clause in a SQL statement.
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Introduction to SQL - Limiting Selected Rows and Using the WHERE Clause
After watching this video; you will be able to describe the limiting of rows selected in a query and how to use the WHERE clause in a SQL statement.
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Introduction to SQL - Linking to External Tools and Search Engines
After watching this video; you will be able to configure links to external tools and search engines within SQL Developer.
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Introduction to SQL - LIST; APPEND; and CHANGE Commands
After watching this video; you will be able to use the LIST; APPEND; and CHANGE SQL*Plus editing commands.
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Introduction to SQL - Literal Character Strings
After watching this video; you will be able to use literal character strings in a SELECT statement.
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Introduction to SQL - Manipulate Data in a Table
After watching this video; you will be able to insert and update rows in a table.
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Introduction to SQL - Matching SELECT Statements
After watching this video; you will be able to describe how the expressions in the SELECT lists of the queries must match in number in a SQL statement.
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Introduction to SQL - MIN and MAX Functions
After watching this video; you will be able to use the MIN and MAX functions to group numeric; character; and date data types in a SQL statement.
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Introduction to SQL - MINUS Operator
After watching this video; you will be able to use the MINUS operator to return all distinct rows selected by the first query in a SQL statement.
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Introduction to SQL - MOD Function
After watching this video; you will be able to use the MOD function in a SQL statement.
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Introduction to SQL - Multiple-column Subqueries
After watching this video; you will be able to use a multiple-column subquery to return more than one column to the outer query in a SQL statement.
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Introduction to SQL - Multiple-row Subqueries
After watching this video; you will be able to describe multiple-row subqueries in a SQL statement.
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Introduction to SQL - Nesting Functions
After watching this video; you will be able to use the nesting functions in a SQL statement.
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Introduction to SQL - Nesting Group Functions
After watching this video; you will be able to use nesting of group functions to a depth of two functions in a SQL statement.
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Introduction to SQL - NOT NULL and PRIMARY KEY Constraints
After watching this video; you will be able to describe the use of the NOT NULL and PRIMARY KEY constraints when creating a table.
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Introduction to SQL - NULL and Logical Operator Conditions
After watching this video; you will be able to use the NULL and logical operator conditions in a WHERE clause in a SQL statement.
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Introduction to SQL - Null Values
After watching this video; you will be able to identify how NULL values are defined in SQL and how they affect arithmetic expression outcomes.
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Introduction to SQL - Null Values in Subquery
After watching this video; you will be able to describe NULL values in a subquery and use the NOT IN operator in a SQL statement.
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Introduction to SQL - NULLIF and COALESCE Functions
After watching this video; you will be able to use the NULLIF and COALESCE functions when working with NULL values in a SQL statement.
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Introduction to SQL - Numeric ROUND and TRUNC Functions
After watching this video; you will be able to use the numeric ROUND and TRUNC functions in a SQL statement.
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Introduction to SQL - Numeric ROUND and TRUNC Functions with Dates
After watching this video; you will be able to use the numeric ROUND and TRUNC functions with dates.
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Introduction to SQL - NVL and NVL2 Functions
After watching this video; you will be able to use the NVL and NVL2 functions when working with NULL values in a SQL statement.
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Introduction to SQL - Obtaining Data from Multiple Tables
After watching this video; you will be able to describe how to obtain data from multiple tables using JOINS in a SQL statement.
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Introduction to SQL - Operator Precedence in Arithmetic Expressions
After watching this video; you will be able to apply the standard order of precedence in SQL arithmetic expressions.
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Introduction to SQL - Oracle Server and Set Operators
After watching this video; you will be able to recognize how the Oracle Server manages set operators.
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Introduction to SQL - ORDER BY Clause
After watching this video; you will be able to use the ORDER BY clause to sort the data returned by a SQL statement.
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Introduction to SQL - Process a Database Transaction
After watching this video; you will be able to process a transaction using explicit transaction control statements.
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Introduction to SQL - Read-only Tables
After watching this video; you will be able to use the ALTER TABLE SQL command to set a table to read only.
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Introduction to SQL - Relating Multiple Tables
After watching this video; you will be able to use the primary and foreign keys to relate multiple tables.
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Introduction to SQL - Relational and Object Relational Database
After watching this video; you will be able to describe relational and object relational database management systems.
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Introduction to SQL - Relational Database Concepts
After watching this video; you will be able to define the concepts of a relational database.
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Introduction to SQL - Relational Database Terminology
After watching this video; you will be able to recognize the relational database terminology.
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Introduction to SQL - Restricting Group Results
After watching this video; you will be able to use the HAVING clause to restrict grouped rows returned in a SQL statement.
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Introduction to SQL - Retrieving Data Using SQL Statements
After watching this video; you will be able to select data from different tables; describe tables; perform arithmetic calculations; and specify column names using aliases.
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Introduction to SQL - Retrieving Records from Non-equijoins
After watching this video; you will be able to use a join condition containing a non-equijoin in a SQL statement.
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Introduction to SQL - Retrieving Records with No Direct Match
After watching this video; you will be able to use an OUTER join to return records with no direct match in a SQL statement.
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Introduction to SQL - Right OUTER Join
After watching this video; you will be able to use a right outer join in a SQL statement.
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Introduction to SQL - Rules of Precedence
After watching this video; you will be able to define the rules of precedence in a WHERE clause in a SQL statement.
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Introduction to SQL - SAVE and START Commands
After watching this video; you will be able to use the SAVE and START SQL*Plus file commands.
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Introduction to SQL - SERVEROUTPUT and the SPOOL Commands
After watching this video; you will be able to use the SERVEROUTPUT and SPOOL SQL*Plus commands.
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Introduction to SQL - SET UNUSED Option
After watching this video; you will be able to use the SET UNUSED option to mark columns as unused using the ALTER TABLE SQL command.
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Introduction to SQL - Setting Preferences within SQL Developer
After watching this video; you will be able to customize the SQL Developer interface and environment.
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Introduction to SQL - Single-ampersand Substitution Variable
After watching this video; you will be able to describe the use of substitution variables in a SQL statement and use a single-ampersand substitution variable to provide a value in a SQL statement.
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Introduction to SQL - Specifying DEFAULT Option for Columns in a Table
After watching this video; you will be able to define a default value to be assigned to a column when creating a table.
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Introduction to SQL - SQL Row Limiting Clause
After watching this video; you will be able to use the ROW_LIMITING_CLAUSE to limit the number of rows returned by a SQL statement.
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Introduction to SQL - SQL*Plus Editing Commands
After watching this video; you will be able to describe the SQL*Plus editing commands.
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Introduction to SQL - SQL*Plus File Commands
After watching this video; you will be able to describe the SQL*Plus file commands.
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Introduction to SQL - Substituting Column Names; Expressions; and Text
After watching this video; you will be able to use substitution variables for column names; expressions and text in a SQL statement.
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Introduction to SQL - SYSDATE; CURRENT_DATE; and CURRENT_TIMESTAMP Functions
After watching this video; you will be able to use SYSDATE; CURRENT_DATE and CURRENT_TIMESTAMP functions in a SQL statement.
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Introduction to SQL - The Basic SELECT Statement
After watching this video; you will be able to describe and use the basic SELECT statement.
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Introduction to SQL - TO_NUMBER and TO_DATE Functions
After watching this video; you will be able to Use the TO_NUMBER and TO_DATE function to convert a character data type to a number or date format in a SQL statement.
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Introduction to SQL - Troubleshooting Inner Query
After watching this video; you will be able to identify common errors that occur when an incorrect number of rows is returned by a single-row subquery in a SQL statement.
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Introduction to SQL - TRUNCATE Statement
After watching this video; you will be able to use the TRUNCATE SQL statement to delete all rows from a table.
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Introduction to SQL - Types of Set Operators
After watching this video; you will be able to describe the types of set operators and their associated guidelines.
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Introduction to SQL - Types of SQL Functions and Single-Row Functions
After watching this video; you will be able to identify the types of SQL functions in a SQL statement and describe single-row functions.
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Introduction to SQL - UNION and UNION ALL Operators
After watching this video; you will be able to use UNION and UNION ALL operators returns all rows in a SQL statement.
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Introduction to SQL - UNIQUE Constraint
After watching this video; you will be able to describe the use of the UNIQUE constraint when creating a table.
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Introduction to SQL - Updating Rows Based on Another Table
After watching this video; you will be able to change the rows in a table based on a different table using the UPDATE SQL statement.
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Introduction to SQL - Updating Rows in a Table
After watching this video; you will be able to change data in a table using the UPDATE SQL statement.
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Introduction to SQL - Updating Two Columns with a Subquery
After watching this video; you will be able to change data into two columns using a subquery to update the two columns using the UPDATE SQL statement.
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Introduction to SQL - Use Functions and Conditional Expressions
After watching this video; you will be able to write SQL statements using the TO_CHAR; TO_DATE; DECODE functions and the CASE Expression.
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Introduction to SQL - Use subqueries
After watching this video; you will be able to combine two queries by making use of a subquery in a SQL statement.
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Introduction to SQL - Use the Character; Number; and Date Functions
After watching this video; you will be able to write a SQL statement using the CHARACTER; NUMBER; and DATE functions.
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Introduction to SQL - Use the Group By and Having Functions
After watching this video; you will be able to write SQL statements using the GROUP BY and HAVING functions.
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Introduction to SQL - Use WHERE clause and substitution variables
After watching this video; you will be able to write a SQL statement using the WHERE clause and pass a substitution variable to the SQL statement.
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Introduction to SQL - Using Group Functions in Subqueries
After watching this video; you will be able to display data from a main query using a group function in a subquery to return a single row in a SQL statement.
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Introduction to SQL - Using ROLLBACK
After watching this video; you will be able to use the ROLLBACK SQL command to undo changes to a defined marker.
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Introduction to SQL - Using Snippets
After watching this video; you will be able to use snippets in SQL Developer.
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Introduction to SQL - Using SQL to Query a Database
After watching this video; you will be able to use SQL to query a database and its development environments.
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Introduction to SQL - Using Subquery to Solve a Problem
After watching this video; you will be able to use a subquery to solve a problem in a SQL statement.
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Introduction to SQL - Using the DECODE Function
After watching this video; you will be able to use the DECODE function to facilitate conditional inquiry in a SQL statement.
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Introduction to SQL - Using the HAVING Clause with Subqueries
After watching this video; you will be able to use a subquery in the HAVING clause of a SQL statement.
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Introduction to SQL - Using the ORDER BY Clause in Set Operations
After watching this video; you will be able to use the ORDER BY clause in set operations in a SQL statement.
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Introduction to SQL - Using the Recycle Bin
After watching this video; you will be able to use the Recycle Bin in SQL Developer to recover or purge dropped objects.
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Introduction to SQL - Using the SQL Worksheet
After watching this video; you will be able to use SQL Worksheet to execute SQL and PL/SQL statements and format SQL code.
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Introduction to SQL - Using the TO_CHAR Function with Dates
After watching this video; you will be able to use the TO_CHAR function to convert a date to a character data type in a SQL statement.
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Introduction to SQL - Using the TO_CHAR Function with Numbers
After watching this video; you will be able to use the TO_CHAR function to convert a number to a character data type in a SQL statement.
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Introduction to SQL - Using TO_CHAR and TO_DATE Functions with RR Date Format
After watching this video; you will be able to use the TO_CHAR and TO_DATE functions with the RR date format to return data for a previous century in a SQL statement.
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Introduction to SQL - Violating Constraints
After watching this video; you will be able to describe the conditions when a constraint is violated.
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Introduction to SQL - Working with Columns
After watching this video; you will be able to change the definition of a table by adding; modifying; and dropping columns in a table using the ALTER TABLE SQL command.
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Introduction to SQL - Working with Dates and the RR Date Format
After watching this video; you will be able to work with dates and the RR date format in a SQL statement.
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Introduction to SQL - Working with SQL Statements and Scripts
After watching this video; you will be able to work with SQL statements and scripts using SQL Developer.
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Introduction to SQL - Write Reports Using the Set Operators
After watching this video; you will be able to write reports requested by the HR department using the SET operators.
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Introduction to SQL - Writing SQL Statements
After watching this video; you will be able to recognize the rules and guidelines for constructing valid SQL statements in SQL Developer and SQL*Plus.
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Maintaining and Monitoring Block Change Tracking
In Oracle Database 12c; you can use block change tracking files for fast incremental backups. In this video; Steve Hamilton uses the Backup Settings option to enable block change tracking for a database.
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Managing Backups Using Cross-Checking and Deleting
In Oracle Database 12c; you may have to remove obsolete backups before you can do RMAN maintenance. In this video; Steve Hamilton uses the crosscheck backup command to flag expired backups.
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Managing Target Databases in the RMAN Recovery Catalog
In Oracle Database 12c; you can manage the RMAN recovery catalog by determining which target databases it includes. In this video; Steve Hamilton demonstrates how to use the command line to register a target database with the recovery catalog; and to unregister the target database.
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Monitoring Flashback Database Information
In Oracle Database 12c; you can use Monitoring Flashback Database Information if you want to look at the statistics that having your database in Flashback mode generates. In this video; Steve Hamilton demonstrates how to interpret operational statistics for a flashback database; as well as monitor database components to see how much space they're actually consuming.
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Multiplexing Control Files
Oracle Database 12c provides you with a method of multiplexing control files for backup purposes. In this video; Steve Hamilton demonstrates how to identify and open control files to find the names and locations of data files in an Oracle database; and how to validate and verify those data files.
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Multiplexing Redo Log Files
Oracle Database 12c provides you with the ability to multiplex online redo log files. In this video; Steve Hamilton demonstrates redo log files that contain and maintain changes made to the database; how to manage members in log file groups; and how these affect database performance.
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Oracle Restart and DBA Tools
In Oracle Database 12c; the Oracle Restart utility is an automatically added component of the Grid Infrastructure architecture. In this video; Steve Hamilton demonstrates how Oracle Restart can be used with DBA Tools to facilitate Database Management.
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Oracle Secure Backup Jobs and the obtool Commands
In Oracle Database 12c; you can use the Oracle Secure Backup (OSB) utility to backup the recovery area to a specific destination; and use obtool to obtain information regarding specific OSB backups. In this video; Steve Hamilton demonstrates how to use OSB jobs and the obtool commandline tool; including its common commands.
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Oracle Suggested Backups
In Oracle Database 12c; it is important to back up your system regularly to meet your recovery needs. In this video; Steve Hamilton uses the Backup & Recovery option to schedule an Oracle Suggested Backup.
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Overview of Innovation and Cloud Computing
Oracle Database 12c allows you to use clouding computing among other features of its database management system. In this video; Steve Hamilton demonstrates a few of the innovations in Oracle Database 12c; and the way it integrates with cloud computing.
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Overview of Point-in-Time Recovery
Oracle Database 12c uses Flashback Technologies to allow point-in-time recovery at the database; table; and tablespace levels. In this video; Steve Hamilton demonstrates the database; table; and tablespace point-in-time recovery scopes and their terminology; and details scenarios calling for the use of TSPITR.
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Overview of Table Recovery from Backups
Oracle Database 12c allows the use of multiple technologies to retrieve tables from RMAN backups. In this video; Steve Hamilton demonstrates the availability of the relevant technologies; factors impacting their suitability; and the use of RMAN to specify a recovery point-in-time.
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Overview of the Automatic Block Repair Feature
Oracle Database 12c provides a feature which; when enabled; will automatically detect and repair block corruptions in your primary and secondary database. In this video; Steve Hamilton demonstrates how the automatic block corruption detection and repair feature is applied.
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Overview of the Restoring and Recovery Commands
In Oracle Database 12c; not only can the RMAN utility be used to back up your data; it can also be used to restore data files. In this video; Steve Hamilton demonstrates how to apply the restore and recover commands in order to restore data files.
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Overview of the RMAN Backup Types
In Oracle Database 12c; there are various Recovery Manager (RMAN) backup types where each backup type meets a specific function. In this video; Steve Hamilton demonstrates the differences between RMAN backup types and how these would function organisationally when applied.
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Overview of the RMAN Recovery Catalog
RMAN recovery catalog in Oracle Database 12c is a database schema used by RMAN to store metadata about Oracle databases; expose RMAN features and provide administration benefits. In this video; Steve Hamilton uses the control file to compare it with the recovery catalog; describes the process of storing data in a recovery catalog database; and outlines the benefits of using a recovery catalog.
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Overview of Transporting Data
Oracle Database 12c allows the transfer of databases and data files across platforms. In this video; Steve Hamilton demonstrates Oracle Database 12c's support of cross-platform data transport; and how to ship databases between different platforms.
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Parallelization of Backup Sets for Performance
In Oracle Database 12c; you can significantly speed up your backup time by parallelizing your backups. In this video; Steve Hamilton demonstrates how to use parallelism and multiple channels for data files to improve the speed of your backups.
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Perform Point-in-Time Recovery
In Oracle Database 12c; you can perform a point-in-time recovery after a failure if the database is running in FLASHBACK or ARCHIVELOG mode by using the Recovery Manager (RMAN) tool. In this video; Steve Hamilton demonstrates how to use the RMAN tool to rewind the database to a specific restore point before the failure.
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Performance Tuning - Access Paths
After watching this video; you will be able to describe the ways in which data is retrieved from the database.
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Performance Tuning - Adaptive and Dynamic Execution Plans
After watching this video; you will be able to describe adaptive and dynamic execution plans.
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Performance Tuning - Adaptive Cursor Sharing
After watching this video; you will be able to describe the concept of adaptive cursor sharing.
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Performance Tuning - Adaptive SQL Plan Management
After watching this video; you will be able to describe adaptive SQL plan management.
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Performance Tuning - Adding Indexes
After watching this video; you will be able to describe how adding indexes can improve SQL performance.
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Performance Tuning - ADDM Comparison Report
After watching this video; you will be able to describe the components of an ADDM comparison report.
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Performance Tuning - ADDM Methodology
After watching this video; you will be able to describe the ADDM methodology.
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Performance Tuning - ADDM Performance Monitoring
After watching this video; you will be able to describe the ADDM infrastructure.
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Performance Tuning - An Overview of ASH
After watching this video; you will be able to describe the ASH infrastructure.
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Performance Tuning - ASMM Maintenance
After watching this video; you will be able to describe administrative operations such as resizing; enabling; and disabling ASMM.
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Performance Tuning - Automatic Memory Management
After watching this video; you will be able to describe the concept of automatic memory management and how it differs from ASMM.
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Performance Tuning - Automatic Memory Management Maintenance
After watching this video; you will be able to describe how to enable and monitor automatic memory management.
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Performance Tuning - Automatic Segment Space Management
After watching this video; you will be able to describe the concept of ASSM.
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Performance Tuning - Automatic SQL Tuning
After watching this video; you will be able to discuss the concept of automatic SQL tuning.
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Performance Tuning - Automatic Workload Repository
After watching this video; you will be able to describe the Automatic Workload Repository.
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Performance Tuning - AWR Administration
After watching this video; you will be able to use Enterprise Manager cloud control to configure AWR.
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Performance Tuning - AWR Architecture
After watching this video; you will be able to describe the types of statistics stored in AWR and the AWR architecture.
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Performance Tuning - AWR Baselines
After watching this video; you will be able to define AWR baselines and its benefits.
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Performance Tuning - Background Processes and the Buffer Cache
After watching this video; you will be able to list the ways in which the dbwr background process can be optimized to allow higher throughput.
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Performance Tuning - Behavior of SGA Parameters
After watching this video; you will be able to describe how SGA parameters behave when configured against an auto-tuned versus manually-tuned SGA.
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Performance Tuning - Block Space Management with ASSM
After watching this video; you will be able to describe block space management with ASSM.
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Performance Tuning - Block Space Management with Freelists
After watching this video; you will be able to describe block space management with freelists.
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Performance Tuning - Block Visits and Allocation
After watching this video; you will be able to list the ways of reducing block visits and describe the methods of block allocation.
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Performance Tuning - Buffer Cache Contention: Part 1
After watching this video; you will be able to discuss how to identify how segments and diagnose buffer busy waits.
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Performance Tuning - Buffer Cache Contention: Part 2
After watching this video; you will be able to discuss how to identify further buffer cache related waits and parameters related to the buffer cache.
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Performance Tuning - Buffer Cache Internals
After watching this video; you will be able to discuss the use of the buffer hash table.
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Performance Tuning - Buffer Cache Waits
After watching this video; you will be able to describe how to diagnose and tune waits related to the Buffer Cache.
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Performance Tuning - Capturing Workload
After watching this video; you will be able to describe how the initial workload is captured.
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Performance Tuning - Cardinality Feedback
After watching this video; you will be able to describe the cardinality feedback feature.
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Performance Tuning - Common Tuning Problems
After watching this video; you will be able to list common tuning problems.
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Performance Tuning - Commonly Observed Wait Events
After watching this video; you will be able to describe commonly observed wait events.
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Performance Tuning - Comparative Performance Analysis with AWR Baselines
After watching this video; you will be able to describe how AWR baselines can be used to compare two periods.
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Performance Tuning - Comparing ADDM Periods
After watching this video; you will be able to describe the ADDM comparison report and compare to its AWR counterpart.
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Performance Tuning - Configuring Automatic PGA Memory
After watching this video; you will be able to describe how automatic PGA is configured.
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Performance Tuning - CPU and Wait Time Tuning Dimensions
After watching this video; you will be able to describe CPU and wait time tuning dimensions.
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Performance Tuning - CPU Waits
After watching this video; you will be able to describe how to diagnose and tune CPU-related waits.
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Performance Tuning - Creating AWR Baselines
After watching this video; you will be able to describe how to create AWR baselines.
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Performance Tuning - Creating Baselines
After watching this video; you will be able to use EM cloud control to create baselines and configure alert thresholds upon them.
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Performance Tuning - Creating Services
After watching this video; you will be able to describe how services are created and managed.
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Performance Tuning - Data Compression
After watching this video; you will be able to describe how data compression can assist in improving the performance of SQL statements.
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Performance Tuning - Database Alerts
After watching this video; you will be able to define database alerts and the dictionary views associated with them.
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Performance Tuning - Database Operation Concepts
After watching this video; you will be able to list the scope and concepts around database operations.
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Performance Tuning - Database Operations Reporting and Tuning
After watching this video; you will be able to describe the PL/SQL package needed to report on database operations.
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Performance Tuning - Database Replay
After watching this video; you will be able to define the concept of database replay.
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Performance Tuning - Database Replay Architecture
After watching this video; you will be able to describe the architecture of the components that make up database replay.
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Performance Tuning - Database Replay Integration
After watching this video; you will be able to describe the workflow implementation of database replay within enterprise manager.
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Performance Tuning - Database Smart Flash Cache
After watching this video; you will be able to describe how database smart flash cache can extend the buffer cache.
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Performance Tuning - DB Time
After watching this video; you will be able to define the concept of db time.
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Performance Tuning - Deferred Statistics Publishing
After watching this video; you will be able to discuss the concept of deferred statistics.
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Performance Tuning - Defining a Service
After watching this video; you will be able to list the characteristics of a service.
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Performance Tuning - Defining the Scope of a Problem
After watching this video; you will be able to describe how to define and limit the scope of a problem.
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Performance Tuning - Dynamic Performance Views
After watching this video; you will be able to work with the dynamic performance views.
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Performance Tuning - Dynamic SGA
After watching this video; you will be able to describe the concept of a dynamic SGA and introduce the concept of granules.
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Performance Tuning - Effective Tuning Goals
After watching this video; you will be able to describe effective tuning goals.
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Performance Tuning - Emergency Monitoring
After watching this video; you will be able to describe the challenges and goals of emergency monitoring.
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Performance Tuning - Enterprise Manager Overview
After watching this video; you will be able to describe Oracle Enterprise Manager.
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Performance Tuning - Execution Plan Details
After watching this video; you will be able to list the dynamic performance views which provide detail about SQL execution plans.
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Performance Tuning - Extended SQL Tracing
After watching this video; you will be able to describe the SQL trace facility and use thereof.
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Performance Tuning - Extent Management
After watching this video; you will be able to define the concept of extents and how they relate to the performance of SQL operations.
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Performance Tuning - Filing a Performance Service Request
After watching this video; you will be able to work with Oracle support to file a performance service request.
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Performance Tuning - Formatting Trace Files with TKPROF
After watching this video; you will be able to describe how to format trace files with TKPROF.
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Performance Tuning - Fragmentation Within the Shared Pool
After watching this video; you will be able to discuss ways to reduce fragmentation within the shared pool.
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Performance Tuning - Functions of the Query Optimizer
After watching this video; you will be able to describe the tasks of the query optimizer during SQL parsing.
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Performance Tuning - General Tuning Session
After watching this video; you will be able to list the steps of a general tuning session.
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Performance Tuning - Generating ASH Reports
After watching this video; you will be able to describe how to generate an ASH report.
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Performance Tuning - Generating AWR Reports
After watching this video; you will be able to use Enterprise Manager cloud control and SQL*Plus to generate an AWR report.
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Performance Tuning - Handling Errors
After watching this video; you will be able to describe common errors; their diagnosis; and solutions.
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Performance Tuning - Hybrid Columnar Compression
After watching this video; you will be able to describe the concept of HCC and using the compression advisor.
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Performance Tuning - I/O Modes
After watching this video; you will be able to describe the concept of direct I/O and related waits.
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Performance Tuning - I/O Tuning and the Buffer Cache
After watching this video; you will be able to discuss further mechanisms related to disk throughput and the buffer cache.
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Performance Tuning - Identifying a Database Operation
After watching this video; you will be able to describe how to identify and enable monitoring of a database operation.
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Performance Tuning - Implement Plan Stability with SPM
After watching this video; you will be able to use the DBMS_SPM package to fix a particular execution plan for a given SQL statement.
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Performance Tuning - Index Operations
After watching this video; you will be able to describe the most commonly used index access paths.
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Performance Tuning - Influencing Performance with Statistics
After watching this video; you will be able to examine how inaccurate statistics can mislead the optimizer and rectifying the problem.
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Performance Tuning - Introduction to Execution Plans
After watching this video; you will be able to define what an execution plan is and uses thereof.
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Performance Tuning - Introduction to Performance Management
After watching this video; you will be able to define the components of performance management.
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Performance Tuning - Join Operations
After watching this video; you will be able to describe the concept of join operations.
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Performance Tuning - Join Performance
After watching this video; you will be able to describe the conditions under which each join operation works best.
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Performance Tuning - Keep Objects in the Shared Pool
After watching this video; you will be able to identify large objects and configure them to be retained in the shared pool.
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Performance Tuning - Latch and Mutex
After watching this video; you will be able to define the terms latch and mutex.
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Performance Tuning - Maintaining Indexes
After watching this video; you will be able to describe how index maintenance operations can improve SQL performance.
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Performance Tuning - Maintaining SQL Performance
After watching this video; you will be able to describe the fundamental methods with which to maintain SQL performance.
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Performance Tuning - Managing Baselines and Templates
After watching this video; you will be able to configure AWR baselines and templates.
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Performance Tuning - Managing Optimizer Statistics
After watching this video; you will be able to describe the options available when configuring optimizer statistics.
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Performance Tuning - Managing Snapshots with PL/SQL
After watching this video; you will be able to use a PL/SQL package to manage and modify AWR snapshot settings.
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Performance Tuning - Manipulating ADDM
After watching this video; you will be able to describe how to create an ADDM task manually and to modify ADDM attributes.
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Performance Tuning - Manipulating SGA Components
After watching this video; you will be able to describe parameters relevant to dynamic SGA and how to increase the size of a SGA component.
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Performance Tuning - Methodology and Common Symptoms
After watching this video; you will be able to describe the Oracle performance tuning methodology and common symptoms.
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Performance Tuning - Metrics and Statistics
After watching this video; you will be able to describe the use of metrics and the importance of statistics within an Oracle database.
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Performance Tuning - Migration and Chaining
After watching this video; you will be able to define the concepts of block migration and chaining.
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Performance Tuning - Monitoring Automatic PGA Usage
After watching this video; you will be able to describe how to monitor SQL memory usage and discuss the PGA advisor.
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Performance Tuning - Monitoring Load Database Operations
After watching this video; you will be able to describe the concept of load database operations and list the dictionary views associated with it.
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Performance Tuning - Multiple Buffer Pools
After watching this video; you will be able to list the conditions under which multiple buffer pools may be needed.
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Performance Tuning - Observing ADDM Findings
After watching this video; you will be able to use EM cloud control to identify and review ADDM results.
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Performance Tuning - Optimizer Key Concepts
After watching this video; you will be able to describe the concepts of selectivity; cardinality; and cost.
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Performance Tuning - Optimizer Parameters
After watching this video; you will be able to list the database parameters which influence the behavior of the optimizer.
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Performance Tuning - Optimizer Statistics
After watching this video; you will be able to describe statistics used by the optimizer.
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Performance Tuning - Optimizing SQL for Throughput
After watching this video; you will be able to describe how manipulating the optimizer_mode parameter affects SQL operations.
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Performance Tuning - Oracle Database Architecture
After watching this video; you will be able to describe the Oracle database architecture in terms of the buffer cache.
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Performance Tuning - Oracle Database Metrics
After watching this video; you will be able to define the Oracle database metrics and describe their benefits.
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Performance Tuning - Oracle EM Architecture
After watching this video; you will be able to describe the Oracle EM architecture.
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Performance Tuning - Parsing and Cursor Sharing
After watching this video; you will be able to define the concept of a hard parse and optimizing the use of cursors.
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Performance Tuning - Performance Monitoring and Baselines
After watching this video; you will be able to describe how baselines are used when defining alert thresholds.
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Performance Tuning - Performance vs. Business Requirements
After watching this video; you will be able to evaluate the balance between performance and business requirements.
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Performance Tuning - Phases of SQL Statement Processing
After watching this video; you will be able to define the phases of SQL statement processing; and the concepts of cursors and parsing.
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Performance Tuning - Preventing Regressing SQL Statements
After watching this video; you will be able to use the SQL tuning advisor to assist in tuning regressing SQL statements.
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Performance Tuning - Processing a DML Statement
After watching this video; you will be able to describe the process structures involved with DML and commit processing.
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Performance Tuning - Producing Reports Comparing Periods
After watching this video; you will be able to describe how to compare two periods in AWR.
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Performance Tuning - Reading an ASH Report
After watching this video; you will be able to describe the components of an ASH report.
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Performance Tuning - Reading an AWR Comparison Report
After watching this video; you will be able to describe the structure of an AWR comparison report.
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Performance Tuning - Reading an AWR Report
After watching this video; you will be able to describe the sections of an AWR report.
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Performance Tuning - Reading an Execution Plan
After watching this video; you will be able to describe how to read and understand an execution plan.
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Performance Tuning - Real Application Testing
After watching this video; you will be able to using real application testing.
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Performance Tuning - Real-Time ADDM
After watching this video; you will be able to describe the challenges and goals of real-time ADDM.
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Performance Tuning - Real-Time ADDM in the Database
After watching this video; you will be able to describe the benefits of real-time ADDM.
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Performance Tuning - Real-Time Database Operation Monitoring
After watching this video; you will be able to describe database operations and provide use cases.
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Performance Tuning - Redo Log Waits
After watching this video; you will be able to describe how to diagnose and tune waits related to the Redo Log.
-
Performance Tuning - Redo Waits
After watching this video; you will be able to describe how to diagnose and tune Redo-related waits.
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Performance Tuning - Replay Analysis
After watching this video; you will be able to compare the results of a workload replay report.
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Performance Tuning - Replay Packages and Views
After watching this video; you will be able to list the packages and views applicable to using and configuring database replay.
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Performance Tuning - Replay Tasks and Considerations
After watching this video; you will be able to describe how to properly cater for the database replay tasks.
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Performance Tuning - Resource Management and Services
After watching this video; you will be able to specify how services integrate with database resource manager.
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Performance Tuning - Review an AWR Report
After watching this video; you will be able to use EM cloud control to generate and review an AWR report.
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Performance Tuning - Running a Replay
After watching this video; you will be able to describe the process of replaying a workload.
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Performance Tuning - Service Aggregation and Tracing
After watching this video; you will be able to describe service aggregation and tracing.
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Performance Tuning - Service Aggregation Configuration
After watching this video; you will be able to describe how to configure service aggregation.
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Performance Tuning - Service Attributes and Types
After watching this video; you will be able to list the attributes and types of services.
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Performance Tuning - Service Performance Views
After watching this video; you will be able to list the dictionary views relevant to service performance.
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Performance Tuning - Services and the Scheduler
After watching this video; you will be able to use EM cloud control to show how services work in conjunction with the database scheduler.
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Performance Tuning - Shared and Large Pool Waits
After watching this video; you will be able to describe how to diagnose and tune waits relates to Shared and Large Pool.
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Performance Tuning - Shared Pool Architecture
After watching this video; you will be able to describe the components that make up the shared pool.
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Performance Tuning - Shrinking Segments
After watching this video; you will be able to describe how shrinking segments can improve the performance of SQL statements.
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Performance Tuning - Sizing the Shared Pool
After watching this video; you will be able to describe how to properly size the shared pool.
-
Performance Tuning - Sort Operations and Performance
After watching this video; you will be able to describe the basics of sorting and briefly touch on tuning sort performance.
-
Performance Tuning - SPM Configuration and Enterprise Manager
After watching this video; you will be able to list the methods available to configure the SPM infrastructure and show the interaction with enterprise manager.
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Performance Tuning - SQL Access Advisor
After watching this video; you will be able to discuss the concept of the SQL access advisor.
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Performance Tuning - SQL Execution Waits
After watching this video; you will be able to describe how to diagnose and tune waits related to SQL Execution.
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Performance Tuning - SQL Memory Usage
After watching this video; you will be able to list memory intensive SQL operators and introduce automatic PGA memory.
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Performance Tuning - SQL Performance Analyzer
After watching this video; you will be able to using SQL performance analyzer.
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Performance Tuning - SQL Performance Analyzer Example
After watching this video; you will be able to describe the PL/SQL functions used to manipulate the SQL performance analyzer.
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Performance Tuning - SQL Performance Analyzer Tasks
After watching this video; you will be able to create and compare SQL performance analyzer tasks.
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Performance Tuning - SQL Plan Baselines
After watching this video; you will be able to discuss the concept and architecture around SQL plan baselines.
-
Performance Tuning - SQL Plan Manageability
After watching this video; you will be able to discuss how SQL plan selection works and list scenarios under which it comes into play.
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Performance Tuning - SQL Query Result Cache: Part 1
After watching this video; you will be able to discuss the SQL query result cache feature.
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Performance Tuning - SQL Query Result Cache: Part 2
After watching this video; you will be able to describe the DBMS_RESULT_CACHE package and considerations when using the SQL query result cache feature.
-
Performance Tuning - SQL Statement Parsing
After watching this video; you will be able to describe cursor usage and specify further detail of SQL statement processing.
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Performance Tuning - SQL Tuning Advisor
After watching this video; you will be able to discuss the concept of the SQL tuning advisor.
-
Performance Tuning - SQL*Plus Autotrace
After watching this video; you will be able to describe the autotrace facility of SQL*Plus.
-
Performance Tuning - Statistic Histograms
After watching this video; you will be able to describe the benefits of having statistics histograms.
-
Performance Tuning - Statistics Gathering
After watching this video; you will be able to discuss automated statistics gathering.
-
Performance Tuning - Table Maintenance for Performance
After watching this video; you will be able to describe how space usage of tables can impact performance.
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Performance Tuning - Tablespace Best Practices
After watching this video; you will be able to discuss best practices when creating and configuring tablespaces.
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Performance Tuning - Temporary Tablespace Groups
After watching this video; you will be able to define the concept of temporary tablespace groups and their use.
-
Performance Tuning - Temporary Tablespace Maintenance
After watching this video; you will be able to discuss administrative commands related to maintaining temporary tablespace.
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Performance Tuning - Temporary Tablespaces
After watching this video; you will be able to define the use of temporary tablespaces.
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Performance Tuning - The Anatomy of a Database Block
After watching this video; you will be able to describe the structure of a database block.
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Performance Tuning - The Buffer Cache Advisor
After watching this video; you will be able to use the buffer cache advisor.
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Performance Tuning - The Lifecycle of SQL Plan Baselines
After watching this video; you will be able to describe how SQL plan baselines are created and evolve over time.
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Performance Tuning - The Oracle Optimizer
After watching this video; you will be able to define the role of the Oracle optimizer and list ways of identifying poorly performing SQL.
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Performance Tuning - Time Model Overview
After watching this video; you will be able to define the time model.
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Performance Tuning - TKPROF and Optimizer Tracing
After watching this video; you will be able to list TKPROF output and touch on producing optimizer trace files.
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Performance Tuning - Top Timed Events
After watching this video; you will be able to list the top timed events.
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Performance Tuning - Tuning Goals and Techniques
After watching this video; you will be able to describe the goals and techniques relevant to tuning the buffer cache.
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Performance Tuning - Tuning Life Cycle Phases
After watching this video; you will be able to list the tuning life cycle phases.
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Performance Tuning - Tuning Methodology
After watching this video; you will be able to describe the Oracle tuning methodology.
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Performance Tuning - Tuning Objectives
After watching this video; you will be able to identify tuning objectives.
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Performance Tuning - Tuning the Shared Pool
After watching this video; you will be able to use dictionary views and AWR to provide tuning information for the shared pool.
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Performance Tuning - Types of Baselines
After watching this video; you will be able to list and describe the types of AWR baselines.
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Performance Tuning - Types of Join Operations
After watching this video; you will be able to list the types of join operations used by the optimizer.
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Performance Tuning - Use AUTOTRACE and DBMS_XPLAN
After watching this video; you will be able to examine a bad SQL statement and gather information about it using AUTOTRACE and DBMS_XPLAN.
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Performance Tuning - Use the Automatic Memory Tuning Function
After watching this video; you will be able to configure automatic shared memory management.
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Performance Tuning - User Trace Files
After watching this video; you will be able to describe user trace files.
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Performance Tuning - Using ASH Data
After watching this video; you will be able to specify where to locate the ASH data and how to analyze it.
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Performance Tuning - Using AWR Reports to Tune the Shared Pool
After watching this video; you will be able to use sections of an AWR report to provide tuning information for the shared pool.
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Performance Tuning - Using Database Smart Flash Cache
After watching this video; you will be able to configure and specify devices for the database smart flash cache.
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Performance Tuning - Using Real-Time ADDM
After watching this video; you will be able to use EM cloud control to invoke real-time ADDM and view the results.
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Performance Tuning - Using Services with Metric Thresholds
After watching this video; you will be able to describe how services can be integrated with metric thresholds.
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Performance Tuning - Using the Alert Log In Tuning
After watching this video; you will be able to use OEM or command-line tools to view the alert log.
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Performance Tuning - View Diagnostic Information
After watching this video; you will be able to use SQL commands to query the dynamic performance views to view tuning information.
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Performance Tuning - Viewing Execution Plans
After watching this video; you will be able to describe how to generate and view an execution plan.
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Performance Tuning - Viewing Metric Information
After watching this video; you will be able to use dictionary views and EM cloud control to report on database metrics.
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Performance Tuning - Viewing the Performance Hub Page
After watching this video; you will be able to use OEM to view the performance hub page.
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Performance Tuning - Wait Classes
After watching this video; you will be able to describe database wait classes.
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Performance Tuning - Wait Event Statistics
After watching this video; you will be able to use SQL to display wait event statistics.
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Performance Tuning - Wait Events
After watching this video; you will be able to describe database wait events.
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Performance Tuning - Who Does Performance Management
After watching this video; you will be able to identify who is responsible for performance management of the oracle database.
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Performance Tuning - Workflow of a Database Operation
After watching this video; you will be able to list the steps in identifying; starting; and completing a database operation.
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Performance Tuning - Working with Services
After watching this video; you will be able to define where services are used.
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Performing Block Media Recovery
In Oracle Database 12c; looking at the Oracle Data Dictionary Views can help you retrieve information about occurrences of block corruption. In this video; Steve Hamilton demonstrates how the database block corruption and diagnostic information views can be used in the event of a block corruption.
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Performing Complete Recovery
In Oracle Database 12c; you can perform a recovery operation in ARCHIVELOG mode using the Recovery Manager (RMAN) tool. In this video; Steve Hamilton demonstrates how to use the RMAN restore and recover commands to perform a restore in ARCHIVELOG mode.
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Performing Database Transportation
In Oracle Database 12c; you are able to migrate a database from one platform to another. In this video; Steve Hamilton demonstrates how to perform database transportation if you need to migrate from Linux to Windows; or Windows to Linux; for example.
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Performing Database Transportation with Backup Sets
Oracle Database 12c allows you to create a different backup set and backup the database to that particular platform. You can also restore a backup set to a different database. In this video; Steve Hamilton demonstrates how to perform database transportation with backup sets.
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Performing Disaster Recovery
Oracle Database 12c allows you to perform Disaster Recovery which ensures that you can recover from a complete datacenter loss by failing over to another datacenter. In this video; Steve Hamilton uses an overview of Disaster Recovery to explain this process.
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Performing Fully Automated Tablespace Point-in-Time Recovery
In Oracle Database 12c; you can recover a Tablespace using the automated Tablespace Point-in-Time Recovery through RMAN. In this video; Steve Hamilton demonstrates how to use Oracle's RMAN utility to fully automate your Tablespace Point-in-Time Recovery.
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Performing Incomplete Recovery After a Failure
In Oracle Database 12c; you can perform an incomplete recovery after a failure using Oracle's Database Flashback Technology. In this video; Steve Hamilton demonstrates how to use the Database Flashback Technology to perform an incomplete recovery after a failure in FLASHBACK mode.
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Performing Recovery of a Database in NOARCHIVELOG Mode
In Oracle Database 12c; it’s possible to restore files even when archiving of the redo log is disabled. In this video; Steve Hamilton demonstrates how to restore and recover a data file when a database is in the NORARCHIVELOG mode.
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Performing Tablespace Transportation
Oracle Database 12c allows you to transport one tablespace from one system to a completely new tablespace on another system if you want to create a tablespace repository. In this video; Steve Hamilton demonstrates how to perform tablespace transportation.
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Performing TSPITR Using an Auxiliary Instance
In Oracle Database 12c; you can perform a Tablespace Point-in-Time Recovery (TSPITR) using an auxiliary instance. In this video; Steve Hamilton uses RMAN to connect to the target database and the auxiliary instance and then recover the tablespace.
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Preparing to Perform Tablespace Point-in-Time Recovery
In Oracle Database 12c; you can restore a Tablespace to a completely different database by performing a Tablespace Point-in-Time Recovery. In this video; Steve Hamilton demonstrates the steps you need to take to prepare to perform a Tablespace Point-in-Time Recovery.
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Process Architecture
Oracle Database12c is comprised of various processes which can be divided into three distinct categories. In this video; Steve Hamilton demonstrates the processes that combine to form the Database Process Architecture and how they function.
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Process of How to Perform Table Recovery
In Oracle Database 12c; you can recover tables and table partitions up to a specific point-in-time in the auxiliary instance. In this video; Steve Hamilton uses the REMAP TABLESPACE command to place the recovery table in a completely separate tablespace.
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RAC Administration - Accessing the Cluster Cache Coherency Page
After watching this video; you will be able to use the Oracle Enterprise Manager cloud control cluster cache coherency page to view statistics relating to global cache throughput.
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RAC Administration - Active Session History Reports for RAC
After watching this video; you will be able to diagnose performance problems with the RAC specific sections of the Active Session History Report.
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RAC Administration - Adding and Dropping a PDB
After watching this video; you will be able to create a new PDB from the seed or clone it from another PDB and drop a PDB.
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RAC Administration - Additional Monitoring Links
After watching this video; you will be able to use additional monitoring links in Enterprise Manager to view database locks and to access the top activity page for the database.
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RAC Administration - ADDM-specific RAC Diagnostics
After watching this video; you will be able to list what ADDM diagnoses for RAC and use ADDM specific pages in Enterprise Manager to diagnose RAC database performance.
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RAC Administration - Analyzing Cache Fusion Impact in RAC
After watching this video; you will be able to describe the impact of accessing blocks in the global cache and maintaining cache coherency.
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RAC Administration - Archived Redo Log Configuration in Oracle RAC
After watching this video; you will be able to configure archived redo log parameters for RAC.
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RAC Administration - ASM and Cluster File System Archiving Scheme
After watching this video; you will be able to configure archiving to a cluster file system.
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RAC Administration - ASM CloudFS and ACFS
After watching this video; you will be able to describe the ASM CloudFS and ACFS architecture and the benefits it leverages from Oracle ASM functionality.
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RAC Administration - ASM Features and Benefits
After watching this video; you will be able to list the features and benefits of Oracle ASM and describe the concepts of Oracle Flex ASM.
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RAC Administration - Automatic Database Diagnostic Monitor for RAC
After watching this video; you will be able to use the Automatic Database Diagnostic Monitor to analyze performance for the entire cluster or for individual instances.
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RAC Administration - Automatic Undo Management
After watching this video; you will be able to describe how undo tablespaces are used in RAC.
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RAC Administration - AWR Reports and RAC
After watching this video; you will be able to identify RAC specific sections in an AWR report.
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RAC Administration - AWR Snapshots and RAC
After watching this video; you will be able to describe how AWR manages snapshots in RAC.
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RAC Administration - Background Processes Specific to Oracle RAC
After watching this video; you will be able to describe the RAC specific background processes.
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RAC Administration - Benefits of Using Oracle RAC
After watching this video; you will be able to list the benefits of using Oracle RAC.
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RAC Administration - CDB Terminology and Data Dictionary Views
After watching this video; you will be able to define the terminology used when talking about Container Databases and list the Data Dictionary Views relating to CDB.
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RAC Administration - Change a Static Parameter Value
After watching this video; you will be able to change the processes parameter for one RAC instance and confirm the change with Enterprise Manager.
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RAC Administration - Channel Connections to Cluster Instances
After watching this video; you will be able to configure multiple channels to connect to different instances in the cluster.
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RAC Administration - Cluster Database Performance Page
After watching this video; you will be able to use the Enterprise Manager Cluster Database Performance Page to view problems inside and outside the database.
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RAC Administration - Cluster Database Performance Page Throughput
After watching this video; you will be able to use the Enterprise Manager Cluster Database Performance Page to view database throughput and drill down to view throughput for specific instances.
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RAC Administration - Cluster-Aware Storage
After watching this video; you will be able to describe the requirement for cluster-aware storage when using Oracle RAC and list the supported cluster-aware storage solutions.
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RAC Administration - Clusters and Clusterware
After watching this video; you will be able to define Clusters and Clusterware.
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RAC Administration - Clusters and Scalability
After watching this video; you will be able to describe the scalability potential of Oracle RAC and differentiate between scaleup or speedup.
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RAC Administration - Clusterware Architecture and Cluster Services
After watching this video; you will be able to describe the Oracle Clusterware architecture and the services it includes.
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RAC Administration - Common RAC Tuning Tips
After watching this video; you will be able to list some of the most common tuning techniques that are particularly important for RAC.
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RAC Administration - Configure and Test Load Balancing and TAF
After watching this video; you will be able to configure and test client-side connect-time load balancing and TAF.
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RAC Administration - Configure RMAN
After watching this video; you will be able to configure RMAN to automatically back up the controlfile and make an RMAN backup with multiple channels to different instances.
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RAC Administration - Configuring RAC Backup Settings with EM
After watching this video; you will be able to configure RAC backup settings with Enterprise Manager.
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RAC Administration - Configuring RMAN for RAC
After watching this video; you will be able to configure spfile and controlfile backups in Oracle RAC.
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RAC Administration - Connection Load Balancing in RAC
After watching this video; you will be able to describe how to configure server-side load balancing to direct client connections appropriately.
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RAC Administration - Connection to a Non-RAC CDB
After watching this video; you will be able to connect to a Non-RAC CDB and switch between containers in a Non-RAC CDB.
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RAC Administration - Container Database in a Non-RAC Environment
After watching this video; you will be able to describe the architecture of a Container Database (CDB).
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RAC Administration - Convert a Single-Instance Database to RAC
After watching this video; you will be able to use DBCA to convert a single-instance database to a RAC database.
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RAC Administration - Converting a RAC One Node Database to RAC
After watching this video; you will be able to describe how to convert a RAC One Node Database to RAC.
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RAC Administration - Converting to RAC One Node
After watching this video; you will be able to describe how to convert a single instance to RAC One Node and how to convert a RAC database to RAC One Node.
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RAC Administration - Create a New Service
After watching this video; you will be able to connect to the database using a new service and schedule a job that runs under a specific service.
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RAC Administration - Creating a RAC Container Database (CDB)
After watching this video; you will be able to create a RAC CDB including a pluggable database.
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RAC Administration - Creating an Oracle RAC One Node Database
After watching this video; you will be able to describe how to create a new RAC One Node database and how to verify an existing RAC One Node database.
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RAC Administration - Creating and Managing Services in Enterprise Manager
After watching this video; you will be able to create a service using Enterprise Manager and perform common service management tasks.
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RAC Administration - Creating and Managing Services with SRVCTL
After watching this video; you will be able to create a service using SRVCTL and perform common service management tasks.
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RAC Administration - Creating the Cluster Database Step 1 to 3
After watching this video; you will be able to start the database configuration assistant and begin the process of creating a new database.
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RAC Administration - Creating the Cluster Database Step 4 to 8
After watching this video; you will be able to use the database configuration assistant to perform steps 4 through 8 of creating a new database.
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RAC Administration - Creating the Cluster Database Step 9 to 15
After watching this video; you will be able to complete the creation of a new database and describe the different memory management options.
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RAC Administration - Cross-checking on Multiple RAC Clusters Nodes
After watching this video; you will be able to describe why all cluster nodes should be able to access all backups.
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RAC Administration - Default Services and Restricted Service Registration
After watching this video; you will be able to list the default services in a database and describe how Restricted Service Registration improves RAC security.
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RAC Administration - Diagnose Database Performance with EM
After watching this video; you will be able to use Enterprise Manager to view database performance and find RAC-specific information in an AWR report.
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RAC Administration - Distributed Transactions and Parallel Operations
After watching this video; you will be able to configure singleton services for distributed transactions to maximize application throughput.
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RAC Administration - Distribution of Backups and RMAN Autolocation
After watching this video; you will be able to describe backup configurations for RAC and how RMAN automatically locates files needed for recovery on the cluster.
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RAC Administration - EM Cluster Database Instance Home Page
After watching this video; you will be able to use the Enterprise Manager Cluster Database Instance Home Page as a starting point for performance; administration; and maintenance tasks.
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RAC Administration - EM Database Express Performance Hub
After watching this video; you will be able to use EM Database Express Performance Hub to view both historical and real-time performance data.
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RAC Administration - Enterprise Manager and SPFILE Parameter Values
After watching this video; you will be able to use Enterprise Manager to manage initialization parameters.
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RAC Administration - Enterprise Manager Cluster Database Home Page
After watching this video; you will be able to use the Enterprise Manager Cluster Database Home Page to view information pertaining to the cluster database as a whole.
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RAC Administration - Enterprise Manager Cluster Home Page
After watching this video; you will be able to use the Enterprise Manager Cluster Home Page to view summary and detailed information about the cluster.
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RAC Administration - Enterprise Manager Database Express
After watching this video; you will be able to use Enterprise Manager Database Express to view and manage a RAC database.
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RAC Administration - Enterprise Manager Monitoring Overview
After watching this video; you will be able to use Enterprise Manager to get an overview of the performance statistics for the database.
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RAC Administration - Enterprise Manager Top Services Performance Page
After watching this video; you will be able to view performance-related information for services with Enterprise Manager.
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RAC Administration - Explore Cache Fusion Using Views
After watching this video; you will be able to use the GV$BH to explore the buffer states of a block being updated and read by multiple instances.
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RAC Administration - FAN Events
After watching this video; you will be able to list the types and statuses of FAN events and describe the FAN event format.
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RAC Administration - Fast Application Notification Overview
After watching this video; you will be able to describe the Fast Application Notification (FAN) mechanism and list its benefits.
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RAC Administration - Fast Connection Failover
After watching this video; you will be able to describe the automatic connection management of Fast Connection Failover.
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RAC Administration - Faster Instance Recovery
After watching this video; you will be able to describe ways to make instance recovery faster in a RAC environment.
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RAC Administration - Finding and Downloading Patches
After watching this video; you will be able to describe how to find the correct patches for your software and how to download them from Oracle Support.
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RAC Administration - Global Cache Buffer States
After watching this video; you will be able to describe the important buffer states for cache fusion.
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RAC Administration - Global Cache Management Multi-block Reads
After watching this video; you will be able to describe multi-block read requests and identify some useful Global Cache Management views.
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RAC Administration - Global Cache Management Overview
After watching this video; you will be able to describe how concurrency is managed across multiple buffer caches.
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RAC Administration - Global Cache Management Single Block Reads
After watching this video; you will be able to list the scenarios where Global Cache Management controls concurrency for single-block reads.
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RAC Administration - Global Cache Wait Events
After watching this video; you will be able to describe the main global cache wait events for current and consistent read blocks.
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RAC Administration - Global Enqueue Management Overview
After watching this video; you will be able to describe the roles of global enqueues and global instance locks.
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RAC Administration - Global Enqueue Waits
After watching this video; you will be able to describe the most frequent enqueue waits and how global enqueue wait events can impact an Oracle RAC database.
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RAC Administration - Global Enqueues
After watching this video; you will be able to describe how global enqueues are used to control access to resources.
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RAC Administration - Global Resource Directory
After watching this video; you will be able to describe the need for concurrency control in a RAC database and the role of the Global Resource Directory (GRD) in global concurrency control.
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RAC Administration - Global Resource Management
After watching this video; you will be able to describe how global resources are managed and list the background processes involved in global concurrency control.
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RAC Administration - Global Resource Remastering and Recovery
After watching this video; you will be able to describe the process of allocating control of the master metadata for a specific entity to another instance.
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RAC Administration - Grid Infrastructure Software Installation – Part 1
After watching this video; you will be able to install and configure a new cluster including ASM configuration.
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RAC Administration - Grid Naming Service
After watching this video; you will be able to define the role Grid Naming Service (GNS) plays in dynamic provisioning.
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RAC Administration - Grid Plug and Play and Cluster Node Startup
After watching this video; you will be able to describe the startup process in a Grid Plug and Play (GPnP) environment.
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RAC Administration - High-water Mark Considerations
After watching this video; you will be able to describe the impact of frequently allocating space to a segment in RAC.
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RAC Administration - How SQL*Plus Commands Affect Instances
After watching this video; you will be able to describe how SQL statements affect the current instance or all instances.
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RAC Administration - Implementing FAN Events
After watching this video; you will be able to describe the ways you can use FAN events and name the Oracle clients that are integrated with FAN.
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RAC Administration - Index Block Contention Considerations
After watching this video; you will be able to describe reasons for index block contention and list ways to mitigate the problem.
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RAC Administration - Install and Configure a New Cluster
After watching this video; you will be able to install and configure a new cluster including ASM.
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RAC Administration - Installing the Oracle Database Software
After watching this video; you will be able to perform an Oracle Database software installation.
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RAC Administration - Instance Locks
After watching this video; you will be able to list the objects that are subject to instance-wide locks.
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RAC Administration - Instance Recovery and Database Availability
After watching this video; you will be able to describe the degree of database availability during each step of instance recovery.
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RAC Administration - Load Balancing Advisory
After watching this video; you will be able to describe how the Load Balancing Advisory balances work across RAC instances.
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RAC Administration - Managing a Container Database (CDB)
After watching this video; you will be able to connect using CDB/PDB Services and open and close a PDB.
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RAC Administration - Managing Archived Redo Logs Using RMAN
After watching this video; you will be able to configure the way RMAN backs up and restores archived redo logs on a shared file system.
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RAC Administration - Managing Services
After watching this video; you will be able to identify the types of services in a CDB and assign a PDB service to a server pool.
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RAC Administration - Managing Sessions in RAC
After watching this video; you will be able to find and terminate a session on a specific RAC instance.
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RAC Administration - Media Recovery in Oracle RAC
After watching this video; you will be able to describe the process of media recovery in Oracle RAC.
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RAC Administration - Monitoring RAC with Enterprise Manager Cloud Control
After watching this video; you will be able to use Enterprise Manager Cloud Control to manage metrics; alerts; and blackouts for Oracle RAC.
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RAC Administration - Multitenant Architecture Overview
After watching this video; you will be able to describe the difference between a non-container database and a multitenant container database and list the benefits of a multitenant container database.
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RAC Administration - Necessity of Global Resources
After watching this video; you will be able to describe the necessity of internode synchronization.
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RAC Administration - Non-cluster File System Local Archiving Scheme
After watching this video; you will be able to configure archiving to non-cluster local file systems.
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RAC Administration - OPatch Automation
After watching this video; you will be able to patch the Grid home and all Oracle RAC database homes in one step.
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RAC Administration - OPatch Debugging
After watching this video; you will be able to view OPatch log and trace files and use a SQL interface to view the database patches.
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RAC Administration - OPatch General Usage
After watching this video; you will be able to use OPatch to query and apply patches.
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RAC Administration - OPatch Overview
After watching this video; you will be able to describe what OPatch is and identify the use-cases for OPatch.
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RAC Administration - Oracle ASM
After watching this video; you will be able to describe Oracle ASM as a volume manager and the benefits it brings to RAC.
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RAC Administration - Oracle Clusterware
After watching this video; you will be able to describe Oracle Clusterware as a component of Oracle Grid Infrastructure.
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RAC Administration - Oracle Notification Services
After watching this video; you will be able to describe the server-side Oracle Notification Services (ONS) configuration and how to add additional mid-tier ONS daemons into the configuration.
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RAC Administration - Oracle RAC and Multitenant Configuration
After watching this video; you will be able to list the configuration options for a database in 12c and describe the architecture of a multitenant RAC database.
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RAC Administration - Oracle RAC and Network Connectivity
After watching this video; you will be able to describe the network requirements of Oracle RAC.
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RAC Administration - Oracle RAC One Node
After watching this video; you will be able to describe the role Oracle RAC One Node plays in server consolidation including its high availability benefits.
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RAC Administration - Oracle RAC One Node Online Relocation
After watching this video; you will be able to describe the RAC One Node online relocation process and list some of the considerations involved in an online relocation.
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RAC Administration - Oracle RAC One Node Overview
After watching this video; you will be able to define the concept of Oracle RAC One Node and describe some of the benefits of using Oracle RAC One Node.
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RAC Administration - Oracle RAC Overview
After watching this video; you will be able to define the concept of Oracle RAC and list the differences between Oracle RAC databases and noncluster Oracle databases.
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RAC Administration - Oracle Recovery Manager Overview
After watching this video; you will be able to list the benefits Oracle Recovery Manager (RMAN) provides for RAC.
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RAC Administration - Oracle Services Overview
After watching this video; you will be able to define Oracle services and describe how services are used in a RAC database.
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RAC Administration - Other Performance Policy Components
After watching this video; you will be able to describe server pool directive overrides and Performance Class ranks as components of Performance Policies.
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RAC Administration - Other RAC Tuning Considerations
After watching this video; you will be able to describe tuning considerations relating to undo blocks; high water marks; and serialized cross-instance calls.
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RAC Administration - Out-of-Place Upgrades
After watching this video; you will be able to list the steps to perform an out-of-place upgrade of an Oracle RAC database.
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RAC Administration - Overview of Grid Plug and Play Architecture
After watching this video; you will be able to describe the Grid Plug and Play (GPnP) architecture it's benefits in rapid provisioning.
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RAC Administration - Overview of Metrics
After watching this video; you will be able to describe the metrics used by QoS Management to identify performance issues.
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RAC Administration - Overview of Patching
After watching this video; you will be able to describe the different types of patches available for Oracle RAC.
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RAC Administration - Overview of Policy Sets
After watching this video; you will be able to define a policy set.
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RAC Administration - Parallel Execution with RAC
After watching this video; you will be able to describe the impact of parallel execution in Oracle RAC.
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RAC Administration - Parallel Recovery in RAC
After watching this video; you will be able to list the stages of recovery where parallelism can be used.
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RAC Administration - Parameters That Require Identical Settings
After watching this video; you will be able to describe parameters that require identical settings across RAC instances.
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RAC Administration - Performance Classes
After watching this video; you will be able to define performance classes and describe how work requests are tagged to identify the performance classes they belong to.
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RAC Administration - Performance Objectives
After watching this video; you will be able to define how performance objectives specify the level of optimal performance for business purposes.
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RAC Administration - Performance Policies
After watching this video; you will be able to describe performance policies and their relationship with performance objectives.
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RAC Administration - Performing an Online Relocation
After watching this video; you will be able to perform an online relocation and describe how rolling patches can be applied using online relocation.
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RAC Administration - Protecting Against Media Failure
After watching this video; you will be able to describe ways to protect against media failure.
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RAC Administration - QoS Management Focus and Benefits
After watching this video; you will be able to describe how QoS Management focuses on wait times and list the benefits of QoS Management.
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RAC Administration - QoS Management Functional Overview and Architecture
After watching this video; you will be able to describe how QoS Management attempts to meet performance objectives and list the components that make up QoS Management.
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RAC Administration - QoS Management Overview
After watching this video; you will be able to describe the concept of QoS Management in the context of Oracle RAC.
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RAC Administration - QoS Management Recommendations
After watching this video; you will be able to describe how QoS Management generates recommendations and how to implement a recommended action.
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RAC Administration - Quiescing RAC Databases
After watching this video; you will be able to quiesce and unquiesce a RAC database.
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RAC Administration - RAC and Instance Recovery Overview
After watching this video; you will be able to describe the process of instance recovery by a surviving RAC instance after one or more instances fail.
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RAC Administration - RAC and the Fast Recovery Area
After watching this video; you will be able to use a fast recovery area in RAC.
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RAC Administration - RAC Backup and Recovery Using Enterprise Manager
After watching this video; you will be able to configure RAC recovery settings with Enterprise Manager.
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RAC Administration - RAC Hardware Requirements
After watching this video; you will be able to list some of the I/O and memory requirements of Oracle RAC.
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RAC Administration - RAC Initialization Parameter Files
After watching this video; you will be able to work with the spfile in an Oracle RAC database.
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RAC Administration - RAC Initialization Parameters
After watching this video; you will be able to describe RAC specific initialization parameters and initialization parameters that can affect RAC.
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RAC Administration - RAC Tuning Overview
After watching this video; you will be able to describe the approach when tuning a RAC database and the effect of accessing blocks in the global cache.
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RAC Administration - Read-from-Disk Cache Fusion Scenario
After watching this video; you will be able to describe the steps involved when an instance wants to read a block that is not in the buffer cache.
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RAC Administration - Read-Write Cache Fusion Scenario
After watching this video; you will be able to describe the steps involved when an instance wants to update a block that exists in at least one buffer cache in shared current state.
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RAC Administration - Redo Log Files and RAC
After watching this video; you will be able to manage redo log files in a RAC database.
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RAC Administration - Restoring and Recovering Archived Log Files
After watching this video; you will be able to list considerations when restoring and recovering archived log file.
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RAC Administration - Rolling Patches
After watching this video; you will be able to describe how to apply a patch with zero downtime using the rolling patch method.
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RAC Administration - Server Pools
After watching this video; you will be able to define the purpose of server pools and how server pools are used by QoS Management.
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RAC Administration - Server-side Callouts Implementation
After watching this video; you will be able to implement a basic server-side callout script to parse and filter event arguments.
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RAC Administration - Service Aggregation and Tracing
After watching this video; you will be able to describe how statistics can be aggregated into finer levels to monitor and trace workloads where sessions are shared.
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RAC Administration - Service Aggregation Configuration
After watching this video; you will be able to use the DBMS_MONITOR package to enable or disable the aggregation of finer levels of granularity for statistics and tracing.
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RAC Administration - Service Characteristics
After watching this video; you will be able to describe the characteristics that can be specified when creating a service.
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RAC Administration - Service Performance Views
After watching this video; you will be able to describe the service-related performance views.
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RAC Administration - Service Thresholds and Alerts
After watching this video; you will be able to specify performance thresholds for services to compare achieved service levels against minimum required levels.
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RAC Administration - Services and Client Connections
After watching this video; you will be able to use a service in a client connect string and configure a service for load balancing.
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RAC Administration - Services and Transparent Application Failover
After watching this video; you will be able to configure services for use with Transparent Application Failover.
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RAC Administration - Single Instance-to-RAC Conversion
After watching this video; you will be able to list the considerations for converting single-instance databases to Oracle RAC.
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RAC Administration - Single-Client Access Name
After watching this video; you will be able to describe how clients connect to the database using the single-client access name (SCAN).
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RAC Administration - Single-Instance Conversion Steps
After watching this video; you will be able to list the steps for converting single-instance databases to Oracle RAC using Database Configuration Assistant and rconfig.
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RAC Administration - SPFILE Parameter Values and RAC
After watching this video; you will be able to change Oracle RAC database parameters.
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RAC Administration - Starting and Stopping Pluggable Databases in RAC
After watching this video; you will be able to use services to manage pluggable databases (PDBs) in Oracle RAC.
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RAC Administration - Starting and Stopping RAC Instances
After watching this video; you will be able to use srvctl and SQL*Plus to stop and start RAC instances.
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RAC Administration - Switching Between Automatic and Manual Policies
After watching this video; you will be able to describe automatic and manual management policies and use srvctl to switch between them.
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RAC Administration - Transaction Guard Overview
After watching this video; you will be able to define the Transaction Guard API and list the benefits it brings to users after a recoverable outage.
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RAC Administration - Transparent Application Failover Basic Configuration
After watching this video; you will be able to configure basic Transparent Application Failover on the server and client-side.
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RAC Administration - Transparent Application Failover Overview
After watching this video; you will be able to describe the two failover methods Transparent Application Failover (TAF) supports.
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RAC Administration - Transparent Application Failover Preconnect
After watching this video; you will be able to configure preconnect Transparent Application Failover on the client-side.
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RAC Administration - Transparent Data Encryption and Keystores in RAC
After watching this video; you will be able to manage the keystore for Transparent Data Encryption when using Oracle RAC.
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RAC Administration - Types of Workload Distribution
After watching this video; you will be able to describe the types of workload distribution methods and configure client-side connect-time load balancing.
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RAC Administration - Typical Oracle RAC Architecture
After watching this video; you will be able to describe the typical Oracle RAC architecture and some of the variations available.
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RAC Administration - Using Application Continuity
After watching this video; you will be able to describe how Application Continuity works and the configuration options in a RAC service.
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RAC Administration - Using Services with the Resource Manager
After watching this video; you will be able to configure Resource Manager to prioritize sessions by binding the client to a consumer group according to the service the client connects with.
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RAC Administration - Using Services with the Scheduler
After watching this video; you will be able to use job classes to assign a job to a service; to bring the benefits of services in RAC to the Scheduler.
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RAC Administration - Using Transaction Guard
After watching this video; you will be able to describe how Transaction Guard works and how to configure a service to use Transaction Guard.
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RAC Administration - Wait Events for RAC
After watching this video; you will be able to describe the importance of using wait events to diagnose performance problems and list some of the important wait event views.
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RAC Administration - Write-Read Cache Fusion Scenario
After watching this video; you will be able to describe the steps involved when an instance wants to read a block which exists in at least one buffer cache in exclusive current state.
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RAC Administration - Write-Write Cache Fusion Scenario
After watching this video; you will be able to describe the steps involved when an instance wants to update a block that exists in at least one buffer cache in exclusive current state.
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Recover and Restore an Oracle 12c Database to a New Host
Oracle Database 12c allows a database to be restored from one host to another. In this video; Steve Hamilton demonstrates how to prepare a host environment; copy over relevant backup files; and recover the restored database on its new host.
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Recovering a SPFILE
In Oracle Database 12c; you can recover an SPFILE file using the Recovery Manager (RMAN) tool. In this video; Steve Hamilton demonstrates different ways to create SPFILES and PFILES; and how to use the RMAN tool to recover those files.
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Recovering a Table from a Backup
In Oracle Database 12c; you have the ability to recover a table from a backup. In this video; Steve Hamilton demonstrates the two ways you can use to restore a table from a backup and bring the information back to the original database.
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Recovering Control Files
Oracle Database12c allows you to recover from the loss of a control file in a database environment; which ensures that the database can be restored to its normal working state quickly. In this video; Steve Hamilton demonstrates how to recover from the two types of losses that can affect control files in Oracle.
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Recovering From the Loss of a Data File
In Oracle Database 12c; you can recover from the loss of a data file using the Recovery Manager (RMAN) tool. In this video; Steve Hamilton demonstrates how to use the RMAN restore and recover commands to restore a data file in ARCHIVELOG mode.
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Recovering From the Loss of Redo Log Files
Oracle Database 12c allows you to recover lost redo log files in a database. If these log files are lost; you will not be able to track the history of activity in your database; so knowing how to recover them is important. In this video; Steve Hamilton demonstrates how to recover from the loss of redo log files.
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Recovering From the Loss of Redo Log Groups
Oracle Database 12c's Enterprise Manager Cloud Control allows the maintenance and management of online redo log groups. In this video; Steve Hamilton demonstrates how to recover from the loss or corruption of log file groups in Enterprise Manager Cloud Control.
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Recovering Image Copies
In Oracle Database 12c; you can use an RMAN Image copy to perform a fast recovery. In this video; Steve Hamilton demonstrates how to recover and restore Image copies with incremental backups.
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Recovering Tablespaces and Tempfiles
Oracle Database 12c allows you to recover tablespaces and temp files in a database. Although these are non-critical losses; it's important to know how to recover them so you don't have to re-create thousands of indexes each time a loss occurs. In this video; Steve Hamilton demonstrates how to recover tablespaces; the tablespace index; and temp files.
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Recovery Solutions Architectures
Oracle Database 12c allows you to make use of various recovery solution architectures in its database management system. In this video; Steve Hamilton demonstrates how to use the Oracle 12c Recovery Solutions Architecture; Physical Standby Database; and Active Data Guard.
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Repairing Block Corruption
In Oracle Database 12c; you can use the Data Recovery Advisor (DRA) to repair block corruptions by issuing a list of three commands. In this video; Steve Hamilton uses the DRA and the list failure; advise failure; and repair failure commands to repair a block corruption.
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Reporting on Backups Using RMAN and Dynamic Views
In Oracle Database 12c; you can combine RMAN and SQL Plus commands to get information on your backups. In this video; Steve Hamilton uses the report obsolete command to identify what needs to be backed up or what information is obsolete.
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Restore Encrypted Backups
Oracle Database 12c allows the encryption of backups subject to the identification of an open wallet. In this video; Steve Hamilton demonstrates how to identify and open a wallet and enable; configure; and implement Transparent Data Encryption (TDE).
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Restoring a Dropped Table Using Flashback Drop
Oracle Database 12c's Flashback Drop feature stores dropped tables in a recycle bin from which they can later be retrieved. In this video; Steve Hamilton demonstrates how to drop a table and restore it using the FLASHBACK TABLE statement.
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Restoring a Database in NOARCHIVELOG Mode
In Oracle Database 12c; you can perform a restore in NOARCHIVELOG mode using the Recovery Manager (RMAN) tool. In this video; Steve Hamilton demonstrates how to use the RMAN restore and recover commands to perform a restore in NOARCHIVELOG mode.
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Restoring an Encrypted Backup
Oracle Database 12c allows you to encrypt backups and data files to ensure greater security. To access these backups and data files again; you need to decrypt them. In this video; Steve Hamilton demonstrates how to use RMAN to restore an encrypted backup.
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Restoring and Recovering From the Loss of Control Files
In Oracle Database 12c; you can perform a restore and recover after the loss of control files using the Recovery Manager (RMAN) tool. In this video; Steve Hamilton demonstrates how to restore and recover the database after the loss of control files.
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Restoring ASM Disk Groups
In Oracle Database 12c; you can restore ASM Disk Groups using the ASMCMD utility. In this video; Steve Hamilton demonstrates ASMCMD; Oracle's commandline interface to the ASM environment; and the commands used to backup and restore ASM Disk Groups.
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Restoring the Password File
Oracle Database 12c allows the recreation of database password files using the orapwd utility. In this video; Steve Hamilton demonstrates how to use the orapwd utility to recreate a missing database password file and assign users to it.
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RMAN and Oracle Secure Backup Integration Overview
Oracle Database 12c's Oracle Secure Backup (OSB) utility integrates with Recovery Manager (RMAN) to provide data protection. In this video; Steve Hamilton demonstrates OSB's architecture and explains how it combines with RMAN to define and schedule database and file system backups.
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RMAN Recovery Catalog Resynchronization
In Oracle Database 12c; a registered target database and the recovery catalog are automatically resynchronized whenever you connect to them and perform a backup. You can also force them to resynchronize manually. In this video; Steve Hamilton uses the RESYNC CATALOG command to manually resynchronize the database and the recovery catalog.
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RMAN; Secure Backup; and Data Guard Overview
Oracle Database 12c has a number of options you can use to backup data within its database management system. In this video; Steve Hamilton demonstrates how to use RMAN; Secure Backup; and Data Guard to backup data.
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RMAN-Encrypted Backups Overview
In Oracle Database 12c; Recovery Manager (RMAN) supports Transparent Data Encryption (TDE); password mode; and dual mode encryption. In this video; Steve Hamilton demonstrates the difference between Oracle Secure Backup (OSB) encryption and RMAN encryption; and explores RMAN encryption modes.
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Set the LARGE_POOL_SIZE for Performance
In Oracle Database 12c; you can set the large pool size parameter to auto-tune the performance of the Recovery Manager (RMAN) tool. In this video; Steve Hamilton demonstrates how the large pool is part of the Oracle auto-tune parameters which regulate the performance of the RMAN tool.
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Setting Parameters to Detect Block Corruption
There are specific parameters you can set within Oracle Database 12c in order to identify if and when block corruption has occurred. In this video; Steve Hamilton demonstrates how the db_block_checking; db_block_checksum; and db_lost_write_protect parameters are applied in order to check for block corruptions.
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Setting the Retention Policy in RMAN
In the RMAN client in Oracle Database12c; a retention policy determines when backups are tagged as obsolete. In this video; Steve Hamilton demonstrates the two types of retention policies – based on either age or redundancy – available in RMAN.
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Sizing and Managing the Fast Recovery Area
In Oracle Database 12c; you can control the maximum size of the Fast Recovery Area (FRA). In this video; Steve Hamilton demonstrates how to calculate an appropriate size limit for the FRA based on factors such as the size of archive log files generated between backups; incremental backups; and disk image copies.
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Start the Auxiliary Instance and Allocating Channels
In Oracle Database 12c; you can start the auxiliary instance and allocate auxiliary channels. In this video; Steve Hamilton uses the ALLOCATE AUXILIARY CHANNEL command to create auxiliary channels.
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Techniques for Duplicating a Database from Backup
In Oracle Database 12c; it's an easy process to create a duplicate database. In this video; Steve Hamilton uses the DUPLICATE DATABASE command to duplicate the database from backup to a new auxiliary location.
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The Different Techniques to Duplicate a Database
Oracle Database 12c's DUPLICATE DATABASE command within RMAN allows the easy duplication of databases. In this video; Steve Hamilton demonstrates the use of database duplication and explains the multiple ways in which the DUPLICATE DATABASE command may be used in different contexts.
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The Grid Infrastructure for a Stand-Alone Server
The Grid Infrastructure is a required component of Oracle Database 12c if you're using ASM storage. It installs and configures ASM and brings in Oracle Restart capabilities. In this video; Steve Hamilton demonstrates how the Grid Infrastructure installs and configures the ASM instance; creates disk groups; and starts up Oracle Notification Services for a Stand-Alone Server.
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The Oracle Database Server Architecture
Oracle Database 12c server architecture consists of an Oracle Database; one or more Oracle Database instances; and client and server processes to manage and access the databases. In this video; Steve Hamilton describes the client/server architecture within an Oracle Database system; and highlights the physical and logical database structures.
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The Push and Pull Methods of Duplicating a Database
In Oracle Database 12c; you have the push and the pull methods of duplicating a database. In this video; Steve Hamilton uses the FROM ACTIVE DATABASE command to push information from the target database to the auxiliary database.
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The Tablespace Point-in-Time Recovery Architecture
In Oracle Database 12c; you can recover a specific tablespace to a different database with Tablespace Point-in-Time Recovery (TSPITR). In this video; Steve Hamilton uses backup sets to create TSPITRs.
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Transporting Data with Backup Sets
In Oracle Database 12c; you can now move backup sets from one platform to another within RMAN and Data Pump. In this video; Steve Hamilton uses the BACKUP FOR TRANSPORT command to create the backup set; give it the Data Pump format; and then identify the tablespace.
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Troubleshooting RMAN Tablespace Point-in-Time Recovery
In Oracle Database 12c; you can use RMAN and database parameters when troubleshooting Tablespace Point-in-Time Recovery (TSPITR). In this video; Steve Hamilton uses the SET NEWNAME command to eliminate file name conflicts.
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Tuning Instance Recovery and Using MTTR
In Oracle Database 12c; you can optimize your Instance Recovery to suit your organization's needs. In this video; Steve Hamilton demonstrates how to adjust the mean time to recover to optimize Instance Recovery.
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Understand How RMAN Commands are Processed
In Oracle Database 12c; the RMAN utility can be used to execute various commands; such as BACKUP; RECOVER; or DUPLICATE. In this video; Steve Hamilton demonstrates how RMAN commands are processed and executed.
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Understand the Flashback Database Considerations
The FLASHBACK DATABASE command in Oracle Database 12c makes it possible to return a database to a specific time; restore point; or SCP number. In this video; Steve Hamilton demonstrates the limitations of FLASHBACK DATABASE; explaining prerequisites for using it and the types of changes that determine the earliest point to which a database can be restored.
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Understand the RMAN DUPLICATE Command Options
Oracle Database 12c allows you to duplicate a database with RMAN to perform a recover and restore operation using the DUPLICATE command. In this video; Steve Hamilton demonstrates the options that are available when using the DUPLICATE command.
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Understand the RMAN Duplication Operation
Oracle Database 12c allows you to duplicate a database using RMAN if you ever have to perform a recover and restore operation. In this video; Steve Hamilton demonstrates the seven steps involved in the process to perform the duplication operation; including how the DUPLICATE command can be used.
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Understand the Steps to Tune RMAN Backup Performance
In Oracle Database 12c; you can tune the RMAN utility in order to ensure better performance. In this video; Steve Hamilton demonstrates the steps involved when tuning RMAN backup performance. To do this; there are several tools that you can use; including the RATE parameter; degrees of parallelism; and the large pool size.
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Understanding Flashback Drop and the Recycle Bin
Oracle Database 12c provides a recycle bin; which you can use to retrieve dropped tables. In this video; Steve Hamilton demonstrates how to enable or disable the recycle bin; how to retrieve dropped tables from it; the limitations on the recovery process; and how to purge the recycle bin.
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Understanding Instance Recovery
In Oracle Database 12c; you can easily recover from an Instance Failure by issuing a normal startup command; which will also start the automatic Instance Failure recovery process (SMON). In this video; Steve Hamilton demonstrates how the Instance Failure recovery SMON process operates.
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Understanding the Flashback Database Feature
Oracle Database 12c's Flashback Database uses flashback logs to allow a database to be rewound to a specific time; restore point; or SCN. In this video; Steve Hamilton demonstrates the architecture of Flashback Database and its use in different scenarios.
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Understanding the Flashback Table Feature
In Oracle Database 12c; you can use the FLASHBACK TABLE command to rewind a table to a specific point in time. In this video; Steve Hamilton demonstrates how FLASHBACK TABLE works; how it’s commonly used; and its advantages.
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Understanding the Flashback Technologies Available
Oracle Database 12c's Flashback technologies allow the reversal; through time; of past illogical errors. In this video; Steve Hamilton demonstrates how Flashback technologies enable error detection and recovery through the rewinding and backing out of point-in-time data; without having to restore backups.
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Understanding the Flashback Transaction Query Feature
Oracle Database 12c provides the Flashback Transaction Query feature; which makes it possible to reverse specific database transactions. In this video; Steve Hamilton demonstrates the Flashback Transaction Query; including its advantages and limitations; as well as prerequisites for its use.
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Understanding Transparent and Full Schema Evolution
Oracle Database 12c provides the Total Recall utility which includes the Flashback Data Archive feature. In this video; Steve Hamilton demonstrates Transparent Schema Evolution and the use of the FLASHBACK_ARCHIVE package to track both DDL and DML changes at the schema level.
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Use Dynamic Views and Monitoring RMAN Jobs
In Oracle Database 12c; you can monitor any specific long running operations as they relate to RMAN. In this video; Steve Hamilton uses the v$session_longops command to monitor individual RMAN operations and see how long each individual step takes.
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Use Media Manager
In Oracle Database 12c; the Media Management Layer (MML) is a component of Oracle Secure Backup. In this video; Steve Hamilton uses MML to bolt on to the RMAN executable and write to a tape device.
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Use sbttest and Identify RMAN Problems
In Oracle Database 12c; you can perform troubleshooting within RMAN using the VALIDATE command to determine if backed up files are not corrupted; and that you’re backing up the correct files. In this video; Steve Hamilton demonstrates how to use the VALIDATE command and also use the sbttest utility to write to tape or media management.
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Use SET NEWNAME to Specify New Names for Data Files
In Oracle Database 12c; you can set the file names within a single command for a specific tablespace or the entire database. In this video; Steve Hamilton uses the SET NEWNAME command to specify new names for data files.
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Using ADRCI and V$DIAG_INFO View for ADR Information
Oracle Database 12c allows you to view ADR information through the command line interface. In this video; Steve Hamilton uses Oracle Database 12c to show problems and incidents which have occurred in a database via the ADR command line interface.
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Using Data Recovery Advisor in Enterprise Manager Cloud Control
Oracle Database 12c comes with a utility called Data Recovery Advisor; which allows you to restore datafiles. In this video; Steve Hamilton uses the Enterprise Manager Cloud Control to implement the Data Recovery Advisor utility in order to repair a failure and bring a datafile back online.
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Using Data Recovery Advisor RMAN Command-Line Interface
Oracle Database 12c allows you to utilize the DRA from the RMAN command-line interface. In this video; Steve Hamilton demonstrates the commands necessary when using the DRA from the command-line. He goes through the whole process from Advise Failure through the restoration of missing files; and closing the process.
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Using Data Recovery Advisor Views
Oracle Database 12c allows you to repair failures and then store the execution process internally for future use. In this video; Steve Hamilton demonstrates how to issue the four commands used to recognize and fix failures on a database; and keep this information stored for future failures.
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Using Restore Points with Flashback Database
In Oracle Database 12c; using restore points with flashback database gives you the ability to restore your database to a specific point in time. In this video; Steve Hamilton demonstrates how to create two different types of restore points and use them to restore your database.
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Using RMAN Password-Mode and Dual-Mode Encryption
Oracle Database 12c allows you to perform database encryption to ensure a higher level of protection for your data files and backups. In this video; Steve Hamilton demonstrates how to encrypt database backups using RMAN password-mode or dual-mode.
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Using RMAN Stored Scripts
In Oracle Database 12c; you have the advantage of creating stored scripts when using a separate repository or a recovery catalog database. In this video; Steve Hamilton uses the create script command to create a stored script.
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Using Temporal Validity and History in a Database Table
In Oracle Database 12c; by using Temporal Validity and History in a database table; you are able to keep your active data as well as non-active data all in the same table. In this video; Steve Hamilton demonstrates how to keep both active and non-active data together by using the Period For clause tool; achieved by changing the user_time feature.
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Using the Fast Recovery Area
In Oracle Database 12c; the Fast Recovery Area (FRA) is the default location for backups and archive log files. In this video; Steve Hamilton demonstrates the FRA and the parameters you can use to control the default locations of online redo logs; data and control files; and archive log files; as well as the default location of the FRA.
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Using the Flashback Query and Version Query Features
Oracle Database 12c's Flashback Query and Version Query allow data to be viewed at points in time in select tablespaces. In this video; Steve Hamilton demonstrates how Flashback Query reveals data states and Flashback Version allows targeted data selection.
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Using the Flashback Table Feature
Oracle Database 12c's Flashback Table feature reverses accidental table modification or deletion by allowing full restoration to earlier points in time. In this video; Steve Hamilton uses the timestamp keyword to restore a table to its original state.
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Using the Flashback Transaction Query Feature
Oracle Database 12c's Flashback Transaction Query feature uses the UNDO_SQL column to reverse the logic of transactions and retrieve data from a database table. In this video; Steve Hamilton uses the ROW ID of a record to back out and delete data from a table.
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Using Transparent-Mode Encryption
Oracle Database 12c supports Transparent Data Encryption (TDE) which allows you to encrypt data at a resting state. In this video; Steve Hamilton demonstrates how TDE ensures that if an unauthorized user accessed a data file; they would not be able to access the data; because the data file and the data it contains is encrypted.
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Virtual Private RMAN Catalogs
In Oracle Database 12c; your Virtual Private Catalog (VPC) allows you to segregate your databases by database administrator function. In this video; Steve Hamilton uses the create command to generate a VPC.
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Adding and Modifying Data Files
After watching this video; you will be able to add a data file to a tablespace; modify a data file; and rename and move data files in Oracle Database 12c.
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Advanced Connection Options and Connectivity Testing
After watching this video; you will be able to configure advanced connection options and test Oracle Net connectivity with Oracle Database 12c.
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Automatic Storage Management
After watching this video; you will be able to describe key features of Automatic Storage Management in Oracle Database 12c.
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Compressing Tables
After watching this video; you will be able to use the Compression Advisor and the DBMS_COMPRESSION package to compress tables in Oracle Database 12c.
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Configure; Start; and View a Database
After watching this video; you will be able to configure initialization parameters; start a database instance; and use different views in Oracle Database 12c.
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Configuring Communication Between Databases
After watching this video; you will be able to configure communication between Oracle Database 12c database instances.
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Configuring Key Initialization Parameters
After watching this video; you will be able to configure key initialization parameters in Oracle Database 12c.
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Configuring Naming Methods
After watching this video; you will be able to configure naming methods for connecting to an Oracle Database 12c database.
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Configuring Networking and Listeners
After watching this video; you will be able to use the Oracle Net Configuration Assistant and the Listener Control utility to configure Oracle Database 12c.
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Connecting to an Oracle Database
After watching this video; you will be able to use Oracle Net Services to connect to an Oracle Database 12c database instance.
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Creating Tablespaces
After watching this video; you will be able to create a new tablespace in Oracle Database 12c.
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Data Dictionary Views
After watching this video; you will be able to describe and use the data dictionary views in Oracle Database 12c.
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Database Server Architecture and Memory Structures
After watching this video; you will be able to describe the database server architecture and key memory structures in Oracle Database 12c.
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DDL and Debut Log Files
After watching this video; you will be able to administer the DDL log file and use the debug log file in Oracle Database 12c.
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Dedicated and Shared Server Configurations
After watching this video; you will be able to describe dedicated and shared server configurations in Oracle Database 12c.
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Deferred Segment Creation
After watching this video; you will be able to describe and control deferred segment creation in Oracle Database 12c.
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Dynamic Performance Views
After watching this video; you will be able to describe and use dynamic performance views in Oracle Database 12c.
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In-Memory Data Storage
After watching this video; you will be able to describe the new in-memory column store; as well as in-memory caching of row data; in Oracle Database 12c.
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Introduction to Enterprise Manager Database Express
After watching this video; you will be able to access Enterprise Manager (EM) Database Express and provide an overview of the options it provides for managing Oracle Database 12c.
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Large; Java; and Streams Pools and the PGA
After watching this video; you will be able to explain the functions of the large; Java; and streams pools and the role of the Program Global Area in Oracle Database 12c.
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Logical and Physical Storage Structures
After watching this video; you will be able to describe the logical and physical storage structures used in Oracle Database 12c.
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Managing Data Block Space
After watching this video; you will be able to describe block space management; including the use of row chaining and migration; in Oracle Database 12c.
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Managing Oracle Net Services
After watching this video; you will be able to describe and use tools for managing Oracle Net Services to manage connectivity with Oracle Database 12c.
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Managing Segments
After watching this video; you will be able to describe segment types and the allocation of segments to extents; and manage free space within segments in Oracle Database 12c.
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Manually Shrinking Segments
After watching this video; you will be able to shrink Oracle Database 12c segments using SQL and Enterprise Manager.
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Modifying Tablespaces
After watching this video; you will be able to describe the default tablespaces created in a database and the options for altering the status or state of a tablespace.
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Monitoring Tablespace Disk Usage
After watching this video; you will be able to monitor Tablespace disk usage in Oracle Database 12c.
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Monitoring Undo Operations
After watching this video; you will be able to monitor undo operations and use the Undo Advisor in Oracle Database 12c.
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Multitenant Architecture and Cloud Computing
After watching this video; you will be able to describe the new multitenant architecture and support for cloud computing in Oracle Database 12c.
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Oracle Net Services and Oracle Net Listener
After watching this video; you will be able to describe the functions of Oracle Net Services and Oracle Net Listener with Oracle Database 12c.
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Overview of Database Storage Architecture
After watching this video; you will be able to provide an overview of the database storage architecture used in Oracle Database 12c.
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Overview of Initialization Parameters
After watching this video; you will be able to identify types of initialization parameters and the files that contain them in Oracle Database 12c.
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Process Architecture Overview and Structures
After watching this video; you will be able to provide an overview of the process architecture and process structures in Oracle Database 12c.
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Shrinking Segments
After watching this video; you will be able to describe the phases of a table shrink operation.
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Shutting Down a Database Instance
After watching this video; you will be able to explain what occurs when you shut down a database instance; as well as the available shutdown modes; in Oracle Database 12c.
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SQL*Plus and SQL Developer
After watching this video; you will be able to describe the Oracle Database 12c database management tools; SQL*Plus and SQL Developer.
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Starting a Database Instance
After watching this video; you will be able to explain the steps that occur when you start up a database instance in Oracle Database 12c.
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Table Data Storage
After watching this video; you will be able to describe how table data is stored in Oracle Database 12c.
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Temporary Undo
After watching this video; you will be able to describe and enable the Temporary Undo feature in Oracle Database 12c.
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The Alert Log and Trace Files
After watching this video; you will be able to view the alert log and find and use trace files in Oracle Database 12c.
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The Buffer Cache and Redo Log Buffer
After watching this video; you will be able to identify the functions of the buffer cache and the redo log buffer in Oracle Database 12c.
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The CKPT; SMON; and PMON Processes
After watching this video; you will be able to describe the checkpoint; system monitor; and process monitor processes in Oracle Database 12c.
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The DBW and LGWR Processes
After watching this video; you will be able to describe the database writer and log writer processes in Oracle Database 12c.
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The Multitenant Container Database
After watching this video; you will be able to explain the new multitenant container database in Oracle Database 12c.
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The RECO; LREG; and ARCn Processes
After watching this video; you will be able to describe the recoverer; listener registration; and archiver processes in Oracle Database 12c.
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The Shared Pool
After watching this video; you will be able to identify the functions of the shared pool.
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Using Oracle Enterprise Manager Cloud Control
After watching this video; you will be able to start Oracle Enterprise Manager Cloud Control and describe its core components in Oracle Database 12c.
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Using Oracle Managed Files
After watching this video; you will be able to describe and use Oracle Managed Files (OMF) in Oracle Database 12c.
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Using SQL*Plus to View and Configure Parameters
After watching this video; you will be able to describe how to use SQL*Plus to view and configure initialization parameters for Oracle Database 12c.
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Using the Automatic Segment Advisor
After watching this video; you will be able to use the Automatic Segment Advisor to shrink segments online in Oracle Database 12c.
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Working with Oracle Enterprise Manager Cloud Control
After watching this video; you will be able to use Enterprise Manager Cloud Control in Oracle Database 12c.
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Adding Data to Tables
After watching this video; you will be able to add data to a table.
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.NET and CouchDB
Interaction between .NET and NoSQL data stores requires the use of libraries. In this video; Chuck Easttom uses CouchDB to discuss DreamSeat as a specific client for .NET in a NoSQL solution.
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.NET and
You can use .NET with a NoSQL data store. In this video; Chuck Easttom uses the MongoDB .NET driver to discuss accessing documents as an instance of a class.
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.NET and Posting
You can add additional functions to the GET; PUT; POST; and DELETE HTTP commands when interacting with NoSQL data stores. In this video; Chuck Easttom uses the System.Net library to illustrate an example of using the web request and response objects.
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API Essentials
When selecting the right API for your NoSQL solution; it is important to understand the core features provided by a particular API implementation that will allow you to process and manipulate data as required. In this video; Chuck Easttom demonstrates the basic API functions that let you retrieve; insert or update; and delete data from a NoSQL data store.
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API Introduction
Depending on your NoSQL solution; there is a wide variety of application programming interfaces (APIs) that let you structure and execute queries against stored data. In this video; Chuck Easttom demonstrates the characteristics common to all NoSQL APIs and key query considerations; before listing some of the more widely used APIs.
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Applications of Polyglot Persistence
NoSQL data models use polyglot persistence to meet multiple real-world objectives as a single solution. In this video; Chuck Easttom demonstrates the role of polyglot persistence in allowing e-commerce and reporting data to define the data models used to create a NoSQL solution.
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BASE Transactions
NoSQL solutions achieve high availability across distributed systems by targeting eventual consistency through Basically Available; Soft state; Eventual consistency (BASE) transactions. In this video; Chuck Easttom demonstrates how data replication; programmed consistency; and data propagation support BASE transactions to ensure high availability.
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Behind the Scenes with CouchDB
CouchDB includes a number of useful behind-the-scenes administrative features that help manage NoSQL data Stores by configuring users and monitoring data usage and data store updates. In this video; Chuck Easttom demonstrates how to access database logs; data store volumes; and deleted items; as well as local configuration options in CouchDB.
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Big Data Analytics
NoSQL databases are ideally suited for big data analytics. In this video; Chuck Easttom discusses the main types of big data analytical techniques and explores a range of data mining techniques that can be applied when processing data with NoSQL.
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BSON
NoSQL document data stores use Binary JSON (BSON) to store and transfer data quickly and efficiently. In this video; Chuck Easttom demonstrates BSON's use as a machine-readable data type by MongoDB; a widely-used NoSQL document data store.
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C and
To use C with NoSQL you need to learn PillowTalk; which is easy if you already know cURL; RESTful API; and the related HTTP commands. In this video; Chuck Easttom uses the PUT HTTP command to discuss how to create a data store object.
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Cloud Implementations
NoSQL is ideal for distributed data solutions and the cloud is the ultimate in distributed data. While NoSQL is frequently used in the cloud; there are issues to consider before you scale up to a cloud solution. This includes scalability; security; and eventual consistency. In this video; Chuck Easttom provides an overview of NoSQL in the cloud.
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Column Data Model
The column data model is one of four major NoSQL data models. In this video; Chuck Easttom discusses the composition and structure of column data models.
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Column Data Model Example
The column data model is one of four major NoSQL data models. In this video; Chuck Easttom demonstrates how to use the Cassandra NoSQL database so that write and read consistency can be achieved with column-based data models.
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Column Data Stores in Depth
NoSQL Column-Family Data Stores allow you to structure rows as collections of columns that provide an efficient and flexible mechanism for storing and retrieving vast amounts of data. In this video; Chuck Easttom demonstrates the main characteristics of the columns and rows in a column-family database; and illustrates the flexibility of column families.
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Consistency
NoSQL solutions must aim at update and read consistency to function efficiently. In this video; Chuck Easttom demonstrates how update and read inconsistencies lead to write/write and write/read conflicts; which are resolved through session consistency or relaxing consistency.
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Consistent Hashing
NoSQL solutions use consistent hashing to locate and map database objects to the active and inactive nodes of geographically distributed systems. In this video; Chuck Easttom demonstrates how consistent hashing enables a database object's primary key to be mapped directly to a partition.
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CouchDB
CouchDB is one of the two most widely used NoSQL data stores. In this video; Chuck Easttom uses the Futon interface to show ways to administer CouchDB; for example creating; destroying; editing; viewing; and replicating databases.
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CouchDB API
NoSQL supports the CouchDB database; which allowss you to store; access; and query data via the Web. The CouchDB API is the primary means of interfacing with the CouchDB database. In this video; Chuck Easttom discusses the basic concepts of the CouchDB API.
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CouchDB Configuration
CouchDB provides numerous configurable options that allow you to update the default installation and better protect NoSQL data stores from anonymous users. In this video; Chuck Easttom demonstrates the main authentication configuration parameters and how to define administrator and member roles in Futon.
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CouchDB Options
When managing NoSQL databases with CouchDB; the Futon we-based interface provides easy access to configuration options; diagnostic information; and support material. In this video; Chuck Easttom demonstrates the options that allow you to edit configurable parameters; configure replication; view status and installation information; and access documentation and support material in Futon.
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Create a Datastore with CouchDB
Apache CouchDB includes a web-based administration console called Futon that allows you to easily create NoSQL Document Data Stores and manage individual documents using a simple interface. In this video; Chuck Easttom demonstrates how to create a new database; configure a new JSON document; and upload an existing JSON document using Futon.
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Creating a Sample Datastore
In NoSQL; you can use the CouchDB API to create and populate a data store. In this video; Chuck Easttom demonstrates how to create a data store; as well as edit it and track the number of revisions.
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cURL Basics
cURL is a general-purpose API that can be used to interact with the NoSQL data store. In this video; Chuck Easttom uses the GET HTTP protocol to show how to retrieve data with cURL.
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cURL Details
NoSQL solutions; such as CouchDB; interact with the cURL API. It provides additional security and authentication for NoSQL solutions. In this video; Chuck Easttom discusses some of the general-purpose and security flags used in the cURL API.
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cURL in Practice
You can use cURL in combination with CouchDB to interact with a NoSQL data store. In this video; Chuck Easttom uses the PUT command to show how to change a document and add a revision date.
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Distributed Issues
NoSQL solutions managing large datasets and files across distributed systems are prone to consistency and data distribution issues. In this video; Chuck Easttom discusses factors impacting consistency and data distribution; and explains how to resolve them through effective replication and load balancing.
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Distributed Systems
NoSQL solutions rely on four data-distribution models; namely sharding; master/slave; peer-to-peer; and their combinations. In this video; Chuck Easttom demonstrates how replicated horizontal partitions; master update nodes; and peer-to-peer load balancing enhance read/write access across distributed systems.
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Distribution Models
NoSQL solutions use distribution models that meet their need for scalability; redundancy; consistency; and read/write access. In this video; Chuck Easttom discusses distribution models enabling NoSQL solutions to minimize the prevalence of stale data and maintain high levels of consistency.
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Document Based Data Model
The document-based data model is one of four major NoSQL data models. In this video; Chuck Easttom discusses how document stores contain more diverse; rich; and complicated data types than other data models for NoSQL implementations.
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Document Based Data Model Example
The document-based data model is one of four major NoSQL data models. In this video; Chuck Easttom discusses how document-based data models may be implemented by using the example of the MongoDB data store.
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Document Data Stores in Depth
Document Data Stores; such as MongoDB and CouchDB; are very popular NoSQL database types that allow you to quickly and easily execute queries and manage unstructured document-oriented information. In this video; Chuck Easttom discusses the aspects of granularity when organizing documents and some of the key considerations when structuring and updating documents in a document data model.
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GET with cURL and CouchDB
The cURL command line tool provides an easy way to interact with CouchDB and retrieve valuable NoSQL data store information that will assist with administration tasks. In this video; Chuck Easttom demonstrates how to use a GET request with the -X command line option to return detailed information about a data store; as well as information about specific records therein.
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Graph Based Data Model
The graph-based data model is inspired by the mathematical concept of graph theory and is one of the data models used in NoSQL data store implementations. In this video; Chuck Easttom demonstrates the components of graph-based data models.
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Graph Based Data Model Example
The graph-based data model is inspired by the mathematical concept of graph theory and is one of the data models used in NoSQL database implementations. In this video; Chuck Easttom uses an example of a Neo4j NoSQL database to illustrate how graph-based data models may be implemented.
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History of Systems
NoSQL systems; as we know them; have been providing SQL independent alternatives to relational database management systems since 2009. In this video; Chuck Easttom discusses the key points in the history and development of NoSQL systems.
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HL7 and
NoSQL interacts with HL7; which is a data format for exchanging medical information between diverse applications running on any particular platform. HL7 creates a flat file with a standard format in which medical information is inserted. In this video; Chuck Easttom demonstrates the characteristics of HL7 as a format for exchanging medical records.
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How is SQL Used
NoSQL provides a non-relational; non-tabular means of data management that is not strictly dependent on SQL. To to understand NoSQL fully; it is important to understand the SQL-based system that it is replacing. In this video; Chuck Easttom discusses the application of SQL within a database.
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Implications of CAP
The Consistency; Availability; and Partition tolerance (CAP) theorem; also known as Brewer's theorem; states that distributed database systems; such as NoSQL; have to balance the properties of consistency; availability; and partition tolerance. In this video; Chuck Easttom discusses the trade-off between these three properties when working with distributed database systems.
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Installing CouchDB
Apache CouchDB is a highly favoured open source NoSQL database used for storing easy access JSON documents that can be acquired via easy-to-use cross-platform installation options. In this video; Chuck Easttom demonstrates how to download the Windows version of CouchDB and install it using the Apache CouchDB Setup Wizard.
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Installing cURL
In NoSQL; you can use the CouchDB to interface with data stores via the Web. The preferred API for CouchDB is cURL; which you can download and install cURL very easily from the cURL web site. In this video; Chuck Easttom demonstrates how to install cURL.
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JavaScript and
You can use JavaScript to interact with NoSQL. In this video; Chuck Easttom uses the Couch.js file to discuss the function to save a document.
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JSON Examples
NoSQL document data stores use JavaScript Object Notation (JSON) to store and transfer data. In this video; Chuck Easttom demonstrates how to code complex JSON data item attribute and nested sub-attribute value pairs using JSON data types to define values.
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Key Value Data Model
The key-value data model is one of the data models used in NoSQL data store implementations and is a hash table which connects values to a key by using an associative array. In this video; Chuck Easttom demonstrates the different types of key-value data stores.
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Key Value Data Model Example
Riak is an example of a key value data store in NoSQL. It’s free and written in open source. In this video; Chuck Easttom demonstrates how a key value data model like Riak employs REST-ful API.
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Key Value Permutations
The Key-Value Data Store is the most basic type of NoSQL database model offering a number of permutations and a flexible solution for easily handling large amounts of data. In this video; Chuck Easttom demonstrates the different consistency models and storage models used by the Key-Value Data Store; and how the key-value model can be extended to an ordered model.
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MapReduce Concepts
MapReduce is a key principle in programming solutions that interact with NoSQL databases. In this video; Chuck Easttom discusses the two main phases of a MapReduce solution and looks at examples of where it can be applied.
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MapReduce in More Depth
The MapReduce framework allows you to process large amounts of data in parallel on a cluster of NoSQL databases. In this video; Chuck Easttom demonstrates the properties of the Map and Reduce functions; and how to run Map and Reduce to aggregate data in combined and incremental reduction scenarios.
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MapReduce In Practice
MapReduce is a key principle in programming solutions that interact with NoSQL databases. In this video; Chuck Easttom demonstrates how to use MapReduce by discussing in detail the map and reduce steps of the process.
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MapReduce Programming
The MapReduce programming model; through map and reduce tasks; allows you to aggregate data from multiple servers in a NoSQL partitioned database. In this video; Chuck Easttom demonstrates the implementation of a MapReduce program; before discussing the input and output files associated with MapReduce programming and how they are distributed across a file system.
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MapReduce Structure
Implementing MapReduce programming in NoSQL databases in the real world requires an understanding of the main components and programming framework used to process data in a distributed environment. In this video; Chuck Easttom demonstrates the functions in a MapReduce system; before describing the Hadoop framework and presenting an example of a MapReduce implementation.
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Master Slave Replication Model
The master/slave replication model is one of three methods of distributing data in NoSQL. This model distributes data over multiple nodes; called slaves. In this video; Chuck Easttom explains how to use the master/slave replication model to distribute data.
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MultiModel and XML Data Models
A multimodel construct in NoSQL combines two or more models into one data solution. XML can also be used as a NoSQL database. In this video; Chuck Easttom demonstrates how to tackle data storage using multimodel and XML databases.
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Key Points
NoSQL provides a SQL-independent alternative to relational database management systems. In this video; Chuck Easttom discusses the key usage points relating to NoSQL solutions.
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Modeling
NoSQL data modeling establishes data relationships and query complexity; facilitating selection of appropriate NoSQL solutions. In this video; Chuck Easttom demonstrates that; while NoSQL requires no data modeling; it allows those new to NoSQL to identify solutions best meeting their needs.
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Object Data Model
The object data model is one of the main; but less commonly used; models for a NoSQL environment. In this video; Chuck Easttom discusses the object data model and provides examples of where it is used.
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Object Data Stores in Depth
NoSQL Object Data Stores use an object data model that is suited to handling complex data structures in which information is represented by objects. In this video. Chuck Easttom defines an object; before discussing the concept of inheritance between objects and how to query an object database using the Object Query Language.
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PCI and
As NoSQL becomes more widely accepted; it could begin to be used for credit card processing and would need to adhere to the Payment Card Industry (PCI) standard; which outlines how to process and maintain credit card records. In this video; Chuck Easttom discusses PCI and its implementation in a NoSQL environment.
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Peer to Peer Replication Model
Peer-to-Peer Replication is one of three ways to distribute data in NoSQL. Each data server in a peer-to-peer configuration; has a complete copy of the data. In this video; Chuck Easttom discusses the Peer-to-Peer Replication model; as well as its benefits and challenges.
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Polyglot Persistence
NoSQL data models; responding to various query languages or APIs; use polyglot persistence to meet multiple objectives as a single solution. In this video; Chuck Easttom demonstrates the role of polyglot persistence in allowing problems to define the NoSQL solutions used to solve them.
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PUT with cURL and CouchDB
The cURL command line tool allows you to update named documents in a CouchDB NoSQL data store using the PUT operation. In this video; Chuck Easttom demonstrates how to add records to an existing data store using a PUT command and the -d flag in a cURL command from within a Windows platform.
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Recommendations
As a NoSQL programmer; there are various recommended practices that you should follow when working with a data model. These include knowing your data model; understanding its purpose; understanding the data solution; and knowing the data. In this video; Chuck Easttom discusses some of the basic rules of programming.
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RESTful API
The RESTful API is a popular general class of APIs commonly used with NoSQL. In this video; Chuck Easttom uses the HTTP protocol to discuss the platform and language independencies of RESTful APIs.
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Security Flaws
Default NoSQL database configurations possess security flaws. Identifying these vulnerable areas can help secure data by plugging the gaps that can be exploited by attackers. In this video; Chuck Easttom discusses authentication weaknesses and the kinds of attack used on NoSQL data stores.
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Security Issues
When selecting a NoSQL solution; you need to consider various security issues. For instance; does the NoSQL implementation encrypt data when it is stored; is data encrypted in transit; does it support authentication; and is it susceptible to NoSQL Injection attacks. In this video; Chuck Easttom reviews these security concerns.
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Security Measures
NoSQL database default configurations lack security features; however; there are a number of third-party utilities that allow you to bolster security and better protect your persistent storage. In this video; Chuck Easttom discusses the key considerations when applying third-party data encryption; as well as implementations that support security measures such as authentication and SSL in NoSQL.
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Sharding Replication Model
Sharding is one of three ways in which distributed database solutions can be implemented in NoSQL. It involves separating data into chunks; or shards; which are placed on different servers. In this video; Chuck Easttom discusses the sharding replication model used to distribute data.
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SPRAIN Basics
Scalability; Performance; Relaxed consistency; Agility; Intricacy; and Necessity (SPRAIN) are characteristics that are important to the design and implementation of NoSQL data store solutions. In this video; Chuck Easttom discusses why each of these properties are important in a distributed system; such as NoSQL.
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Understanding the Cloud
NoSQL is designed specifically for distributed solutions that involve cloud computing. A cloud is essentially a distributed situation in which the solution is spread out geographically. In this video; Chuck Easttom discusses what the cloud is and some of the concepts related to the cloud.
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Using cURL with CouchDB in Practice
In NoSQL; you can use CouchDB to interface with data stores online; using cURL. Once cURL is installed; you can use commands to perform various tasks relating to a data store. In this video; Chuck Easttom demonstrates how to use cURL to test cURL functionality and to create and contact a data store.
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Using Futon with CouchDB in Practice
In NoSQL; you can use Futon; the built-in; web-based interface to interact with CouchDB. This front end administrative console allows you to create and manage databases and document stores. In this video; Chuck Easttom demonstrates how to use Futon with CouchDB.
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What is CAP
The Consistency; Availability; and Partition tolerance (CAP) theorem; also known as Brewer's theorem; is a principle at the foundation of NoSQL databases. In this video; Chuck Easttom discusses the principle behind the CAP theorem and how it provides the basic requirements that a distributed storage system follows.
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What is Eventual Consistency
Eventual consistency means that at some point in time all the updates from all the nodes are eventually going to be propagated throughout a distributed system; such as NoSQL databases; making all the nodes consistent. In this video; Chuck Easttom discusses the advantages and disadvantages of eventual consistency and distributed systems as data store solutions.
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What is RDBMS
NoSQL provides a non-relational; non-tabular means of data management. In order to understand NoSQL fully however; it is important to understand the SQL-based relational database management system (RDBM) that it is replacing. In this video; Chuck Easttom demonstrates the activities of RDBMSs.
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Working with CouchDB API
In NoSQL; you can use the CouchDB API to interface with a data store via the Web. The API uses cURL and basic HTTP commands; such as GET; PUT; POST; and DELETE. In this video; Chuck Easttom demonstrates several examples in which the CouchDB API is used.
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XML Data Stores in Depth
NoSQL XML Data Stores are associated with document-oriented databases and provide an efficient and easy way to store and query data using the XML format. In this video; Chuck Easttom demonstrates the advantages of using XML tags; before describing the two main classes of XML database and querying an XML Data Store using XQuery.
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How RESTful API Works
RESTful API uses basic HTTP to do queries in NoSQL data stores. In this video; Chuck Easttom uses the GET command to show how to accept a JSON response type.
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RAC Administration - Grid Infrastructure Software Installation – Part 2
After watching this video; you will be able to install and configure a new cluster including ASM configuration.
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Administrating PostgreSQL and Using SELECT
After watching this video; you will be able to working with PostgreSQL tables and managing the PostgreSQL RDBMS.
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Constraints
After watching this video; you will be able to describe constraints in PostgreSQL.
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Constraints - CHECK
After watching this video; you will be able to work with check constraints.
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Constraints - NOT NULL
After watching this video; you will be able to work with the NOT NULL constraint.
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Constraints - UNIQUE
After watching this video; you will be able to work with the unique constraint.
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Creating Database Objects
After watching this video; you will be able to create database objects.
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Creating Schema Objects
After watching this video; you will be able to create schema objects.
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Data Definition/Manipulation Language
After watching this video; you will be able to work with SQL DML commands.
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Data Types and the PRIMARY KEY Constraint
After watching this video; you will be able to define the various data types and understand the PRIMARY KEY constraint.
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Deploying PostgreSQL
After watching this video; you will be able to working with PostgreSQL installation and database operation.
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Downloading and Installing
After watching this video; you will be able to download and install PostgreSQL.
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Foreign Key Constraint
After watching this video; you will be able to describe the FOREIGN KEY - REFERENCES constraint.
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Managing PostgreSQL Objects
After watching this video; you will be able to remove database objects.
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Object Backup
After watching this video; you will be able to back up PostgreSQL objects.
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Object Restore
After watching this video; you will be able to restore PostgreSQL object.
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PostgreSQL Architecture
After watching this video; you will be able to work with the components of the PostgreSQL architecture.
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PostgreSQL Data Files
After watching this video; you will be able to work with the PostgreSQL data and configuration files.
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PostgreSQL Privilege in Action
After watching this video; you will be able to work with Privilege configuration.
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PostgreSQL Security
After watching this video; you will be able to outline security fundamentals for PostgreSQL objects.
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Privileges in PostgreSQL
After watching this video; you will be able to describe the various object-sensitive privileges within PostgreSQL.
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Retrieving Data #1
After watching this video; you will be able to retrieve data from tables.
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Retrieving Data #2
After watching this video; you will be able to retrieve data using the Query builder tool.
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Roles and Users
After watching this video; you will be able to work with object security in PostgreSQL.
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SELECT Item Functions
After watching this video; you will be able to work with aggregate functions; operators and column labels.
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The DISTINCT Option
After watching this video; you will be able to Use the DISTINCT option.
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The GROUP BY Clause
After watching this video; you will be able to work with the GROUP BY clause.
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The ORDER BY Clause
After watching this video; you will be able to utilize the ORDER BY clause.
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The SELECT Command
After watching this video; you will be able to describe the more advance options of the SELECT command.
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The WHERE Clause #1
After watching this video; you will be able to work with the WHERE clause.
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The WHERE Clause #2
After watching this video; you will be able to work with the WHERE clause.
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Using FOREIGN KEYS
After watching this video; you will be able to work with the FOREIGN KEY - REFERENCES constraint.
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Using the Command Line Prompt
After watching this video; you will be able to work with the command line option (psql).
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Using the SERIAL Data Type
After watching this video; you will be able to work with the SERIAL data type.
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Using the VACUUM Options
After watching this video; you will be able to work with the VACUUM command.
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What Is PostgreSQL?
After watching this video; you will be able to outline the PostgreSQL product.
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Working with Default Values
After watching this video; you will be able to work with default values for defined columns.
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Working with Indexes
After watching this video; you will be able to create and work with table Indexes.
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Working with PostgreSQL Admin Console
After watching this video; you will be able to login to the Administration Console and connect to the default database.
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Working with SQL DDL - ALTER TABLE
After watching this video; you will be able to work with the ALTER TABLE command in PostgreSQL.
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Working with SQL DDL - CREATE
After watching this video; you will be able to work with SQL DML commands in PostgreSQL.
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Working with SQL DDL - DROP; DELETE; and TRUNCATE
After watching this video; you will be able to work with SQL DML commands in PostgreSQL.
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Working with SQL DML - INSERT INTO
After watching this video; you will be able to work with SQL DML commands in PostgreSQL.
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Working with SQL DML - SELECT
After watching this video; you will be able to work with SQL DML commands in PostgreSQL.
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Working with SQL DML – UPDATE and DELETE
After watching this video; you will be able to work with SQL DML commands in PostgreSQL.
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Working with Views
After watching this video; you will be able to create and work with PostgreSQL Views.
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Architecture
Big Data architecture needs to eliminate conventional data-warehousing shortcomings while processing and refining to meaningful output vast volumes of inbound structured and unstructured data from multiple ambiguous sources. In this video; Charles Robinson details these needs and demands; and introduces the value of architectural governance from design to productivity through the Big Data Architecture Framework (BDAF).
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Backup Strategies
In Microsoft SQL Server 2014; you can use different methods to back up your databases. In this video; Aaron Sampson discusses about the backup strategies.
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Big Data
NoSQL databases are designed to handle big collections of data sets that cannot be managed easily by traditional data processing applications. In this video; Chuck Easttom discusses the characteristics of big data and how NoSQL databases can perform data analysis on large collections of data sets.
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Categories
NoSQL solutions are made up of different model categories used to provide SQL independent alternatives to relational database management systems. In this video; Chuck Easttom discusses the major categories of NoSQL data stores.
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Creating a Pivot Table
After watching this video; you will be able to create and save a Pivot table.
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Configuring Oozie
After watching this video; you will be able to configure Oozie.
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Creating a Database
After watching this video; you will be able to create a database into MySQL.
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Decision Trees
Decision trees; comprising decision; chance; and end nodes; are effective; high-speed algorithms used in conjunction with data parallelism to sort and split data; and compare results and possible consequences. In this video; Charles Robinson explains the benefits and drawbacks of decision trees; and details the processes by which they are quickly and accurately able to construct large datasets.
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Implementing Data Compression
In Microsoft SQL Server; in order to conserve space; it may be necessary to compress data on occasion. In this video; David Dye demonstrates how to compress selected data; as well as the options available when implementing compression.
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Installing ZooKeeper
After watching this video; you will be able to install and configure ZooKeeper.
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MapReduce
To prevent large datasets overwhelming sequential algorithms used to analyze Big Data; MapReduce processes the challenges of large datasets on a cluster of computer nodes. In this video; Charles Robinson introduces MapReduce's map and reduce functions; whereby data problems are split and fed to subnodes for processing before being fed back to the master node for parsing and output.
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MapReduce
After watching this video; you will be able to label all of the functions for MapReduce on a diagram.
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Scripts
After watching this video; you will be able to work with scripts.
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Overview of Normalization
After watching this video; you will be able to describe the purpose of normalizing relational databases.
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Performing a Restore
There are several considerations to restore a database after creating a backup. In this video; Aaron Sampson explains how perform a restore.
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Analytics
Big Data Analytics; or extracting information useful to company decision-making from large; often-unstructured datasets; is fast surpassing the capabilities of conventional data warehouses. In this video; Charles Robinson outlines the toolsets data scientists need; the challenges new technologies and platforms must overcome; and the investments companies must make to effectively manage and exploit larger information volumes and infrastructures.
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Authentication
In Microsoft SQL Server 2012; you can authenticate user credentials and logins. In this video; Rafiq Wayani demonstrates how to use the asymmetric key algorithm to authenticate SQL logins.
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Architecture
After watching this video; you will be able to describe the Accumulo Architecture.
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Components
Big Data technology is made up of many open source software tools. Such as Flume; Hive; and Pig. In the video; Will Dailey discusses the main software components of Big Data.
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Clustering
After watching this video; you will be able to identify applications of clustering.
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Creating and Managing Schedules in Native Mode
After watching this video; you will be able to create and manage a schedule for Reporting Services in SharePoint mode using Central Administration.
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Establishing a Connection
After watching this video; you will be able to establish a connection to HBase using a Java API with the HConnection; HTable; and HTablePool.
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Understanding the Logical Architecture for Multidimensional Data
A cube is a logical representation of a multidimensional structure for analysis purposes. In this video; Aaron Sampson discusses the architecture of a cube in Microsoft SQL Server 2014.
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Updating Data
After watching this video; you will be able to update data in an HBase table using the Put instance.
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Defining Big Data
After watching this video; you will be able to describe what big data is and is not.
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Introduction to Indexes
After watching this video; you will be able to connect to a RavenDB data store.
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JSON
NoSQL document data stores use JavaScript Object Notation (JSON) to store and transfer data. In this video; Chuck Easttom demonstrates the language-independent structure and syntax of a JSON schema; and explains JSON's widespread use as a NoSQL data format.
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Performing a Backup
In Microsoft SQL Server 2014; you can create a database backup either through the use of SQL Server Agent Jobs or through the one-time backup feature. In this video; Aaron Sampson demonstrates how to create a database backup.
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Using Outer Joins
In this video; Aaron Sampson describes the uses of Outer Join statements in MySQL.
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Replication
After watching this video; you will be able to describe strategies for replication in Apache Cassandra.
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Using PowerPivot Slicers
In SQL Server; you can use slicers to interactively filter and analyze the data in your PivotChart. In this video; Joe Khoury demonstrates how to incorporate slicers to analyze the SQL Server 2012 data in a business intelligence report by using PowerPivot.
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Expressions
In Microsoft SQL Server 2012; you can use an integration services expression to assign or change variable values within the expression task. In this video; David Dye demonstrates how you can use the Expressions Control Flow Task to assign and utilize integration services expressions language.
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Introduction
Big Data exceeds conventional database-processing storage capacities. Companies therefore need more previously-hidden analytical and enabling information quickly and cost-effectively to retain competitive edge and profitability. In this video; Charles Robinson introduces the analytical and product-enabling features of Big Data and defines properties that allow its proper analysis - volume; velocity; and variety.
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Multi-sink Flume Agents
After watching this video; you will be able to create multi-sink Flume agents.
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Private Clouds
In Microsoft SQL Server 2014; you can take advantage of the benefits and features of cloud computing by implementing private cloud solutions. In this video; Aaron Sampson discusses the benefits of private cloud computing solutions.
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Queries
NoSQL solutions provide high quality performance when querying data stores – a result of the emphasis on the querying and returning of data within the NoSQL architecture. In this video; Chuck Easttom discusses the key concepts relating to NoSQL queries.
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Stored Procedures
Microsoft SQL Server 2012 allows you to create precompiled sets of one or more statements as Transact-SQL stored procedures that are stored in the database; enabling an efficient reuse of SQL code. In this video; Rafiq Wayani demonstrates how to create; execute; modify; locate; and remove a stored procedure.
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Creating Tables
After watching this video; you will be able to using SMSS and DDL; create SQL Server tables and define their properties.
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Decision Trees
After watching this video; you will be able to define decision tree model and provide an example of its use.
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Defining Big Data
After watching this video; you will be able to define Big Data.
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Groups
After watching this video; you will be able to work with PostgreSQL Groups.
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Managing Services
After watching this video; you will be able to manage Cloudera Manager's services.
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Variables
Microsoft SQL Server 2012 allows users to set scopes; data types; and expressions within variables. In this video; David Dye demonstrates how to work with the scope of a variable and retrieve information during package execution.
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Introduction to SQL
After watching this video; you will be able to describe SQL and its advantages and disadvantages to a relational database.
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Serialization
After watching this video; you will be able to configure serialization and deserialization in Apache Kafka.
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Defining Big Data
After watching this video; you will be able to describe what big data is.
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Installing on Windows
You can install and configure MySQL on a Microsoft Windows platform. In this video; Aaron Sampson demonstrates how to install MySQL in Windows system.
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Trendlines in Charts
In Crystal Reports; you can perform conditional formatting in a chart report. In this video; Joe Khoury discusses how to use conditional formatting in a chart by using Crystal Reports 2011.
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Updating Data
After watching this video; you will be able to describe how data is updated to a SQL Server database and use appropriate UPDATE statements.
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Components
After watching this video; you will be able to describe the HBase components and their functionalities.
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Configuring Hue
After watching this video; you will be able to configure the hue.ini file.
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Groups
In Crystal Reports 2011; you can group information in the reports. In this video; Joe Khoury discusses group formatting basics in Crystal Reports 2011.
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Introducing
MySQL is an open-source database platform. In this video; Aaron Sampson discusses the advantages of using MySQL.
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Understanding Data Security
In this video; Aaron Sampson describes the data security features in MySQL.
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Configuring Hue with MySQL
After watching this video; you will be able to configure Hue using MySQL.
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Deleting Data
After watching this video; you will be able to use DELETE to delete data from single or multiple SQL Server tables.
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Installing PowerPivot for SharePoint
In this video; Aaron Sampson demonstrates how to install the SQL Server PowerPivot for SharePoint in Microsoft SQL Server 2014.
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Java and
You can use Java to interact with your NoSQL data store. In this video; Chuck Easttom uses the Oracle NoSQL database to illustrate creating a few strings and instantiating an object.
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Understanding Relationships
In MySQL; you will work with one-to-many; one-to-one; and many-to-many relationships. In this video; Aaron Sampson discusses the relationship types in database management systems.
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Date Functions
After watching this video; you will be able to use date functions in SQL.
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Form Letters
Crystal Reports 2011 allows you to configure a parameter that you can prompt the user to enter; so they have complete control over the data. In this video; Joe Khoury demonstrates how to use Parameter Fields in Crystal Reports 2011.
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Deleting Data
After watching this video; you will be able to delete data from an HBase table.
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Distributed Computing
In Big Data; for super-computing to work the load must be distributed. Hadoop software facilitates this distributed computing model and allows for a proper flow of data. In this video; Will Dailey demonstrates the requirements for building a Hadoop Cluster.
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Importing Data
MySQL provides the ability to import external Excel file information to the SQL database. In this video; Aaron Sampson explains how to import data.
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When to Use
NoSQL solutions are ideally suited to large; distributed volumes of eventually consistent data demanding real time analytics. In this video; Chuck Easttom demonstrates how unstructured; high-availability data structures lend themselves to NoSQL solutions.
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Maps
After watching this video; you will be able to identify different types of maps charts and when to use them for the best results.
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Default Options
The Formula Editor feature in Crystal Reports 2011 allows users to create effective programming shortcuts to create an easily readable code. In this video; Jow Khoury demonstrates how to use programming shortcuts in Crystal Reports 2011.
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Implementing Replication
In Microsoft SQL Server 2014; you can configure the replication process to ensure that the databases are distributing the correct content to the appropriate recipients. In this video; Aaron Sampson demonstrates how to configure replication in Microsoft SQL Server 2014.
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Introducing
Big Data completely changes the way data flows throughout the globe and it affects everyone. In this video; Will Dailey introduces Big Data and the concept of Global Data Fabric.
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Reports
After watching this video; you will be able to work with reports.
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Using Inner Joins
In this video; Aaron Sampson demonstrates how to implement an Inner Join statement in MySQL.
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Importing and Exporting Data
After watching this video; you will be able to import and export data and databases.
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Traits
In order to provide nonrelational means of data management; NoSQL solutions must maintain independence from SQL while also bearing a number of other basic traits. In this video; Chuck Easttom discusses the fundamental traits of NoSQL solutions.
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Backup Types
In this video; Aaron Sampson describes the backup types available in MySQL.
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Basics
NoSQL provides a non-relational; non-tabular means of data management that is not strictly dependent on SQL. In this video; Chuck Easttom discusses the origins; basic concepts; and benefits of the NoSQL database architecture.
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Creating and Using Stored Functions
In this video; Aaron Sampson demonstrates how to create and use stored functions in MySQL.
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Creating Tables
After watching this video; you will be able to create a table.
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Installing Hadoop
After watching this video; you will be able to download and install Apache Hadoop.
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Introduction
After watching this video; you will be able to describe Accumulo and its characteristics.
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Monitoring Applications
After watching this video; you will be able to monitor applications.
-
Overview
After watching this video; you will be able to describe what MongoDB is.
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WSFC Quorum
In SQL Server; you can use the cluster storage. In this video; Aaron Sampson discusses WSFC cluster storage.In SQL Server; you can use the cluster storage. In this video; Aaron Sampson discusses WSFC cluster storage.
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Designing and Implementing Big Data Analytics: Apache Ambari
After watching this video, you will be able to manage and monitor clusters with Apache Ambari.
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Designing and Implementing Big Data Analytics: Oozie for Apache Hadoop
After watching this video, you will be able to manage workflows with Oozie.
-
Designing and Implementing Big Data Analytics: HCatalog
After watching this video, you will be able to use HCatalog for table and storage management in Hadoop.
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Designing and Implementing Big Data Analytics: Apache Zookeeper
After watching this video, you will be able to recognize the key functions of Apache Zookeeper.
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Designing and Implementing Big Data Analytics: Apache Pig
After watching this video, you will be able to use Apache Pig for data analysis.
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Designing and Implementing Big Data Analytics: Interactive Hive in HDInsight
After watching this video, you will be able to recognize the capabilities of Interactive Hive in HDInsight.
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Designing and Implementing Big Data Analytics: R on HDInsight
After watching this video, you will be able to identify how R is used with HDInsight.
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Designing and Implementing Big Data Analytics: Choosing the Right Tools
After watching this video, you will be able to determine which tools to use and identify important security features.
-
Designing and Implementing Big Data Analytics: Compute Cluster Features
After watching this video, you will be able to recognize key features and capabilities of various tools used with HDInsight.
-
Designing and Implementing Big Data Analytics: Apache Sqoop
After watching this video, you will be able to recognize key features of Apache Sqoop.
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Designing and Implementing Big Data Analytics: Importing Data with Apache Sqoop
After watching this video, you will be able to demonstrate how to import data from an RDBMS to the Hadoop Distributed File System.
-
Designing and Implementing Big Data Analytics: Hadoop and HDInsight Clusters
After watching this video, you will be able to recognize features of Hadoop and HDInsight clusters.
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Designing and Implementing Big Data Analytics: Apache Spark on HDInsight
After watching this video, you will be able to identify how Apache Spark is used with HDInsight.
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Designing and Implementing Big Data Analytics: HBase in HDInsight
After watching this video, you will be able to recognize the capabilities of HBase in HDInsight.
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Designing and Implementing Big Data Analytics: Apache Kafka on HDInsight
After watching this video, you will be able to identify how Apache Kafka is used with HDInsight.
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Designing and Implementing Big Data Analytics: Apache Storm and Apache Flume
After watching this video, you will be able to recognize key features of Apache Storm and Apache Flume.
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Designing and Implementing Big Data Analytics: Azure Cosmos DB and DocumentDB
After watching this video, you will be able to recognize key features of Azure Cosmos DB and DocumentDB.
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Designing and Implementing Big Data Analytics: ASP.NET Application Data
After watching this video, you will be able to store and access .NET web application data with Azure Cosmo DB.
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Designing and Implementing Big Data Analytics: Microsoft Azure Storage Explorer
After watching this video, you will be able to install and use the Microsoft Azure Storage Explorer.
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Designing and Implementing Big Data Analytics: Azure SQL Data Warehouse
After watching this video, you will be able to load data into an Azure SQL Data Warehouse.
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Designing and Implementing Big Data Analytics: Data Query with PolyBase
After watching this video, you will be able to install and use PolyBase to query data in an Azure Storage account.
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Designing and Implementing Big Data Analytics: Moving Data to Azure Virtual Machine
After watching this video, you will be able to recognize common methods for moving data from an on-premises SQL Server to an Azure Virtual Machine SQL Server.
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Designing and Implementing Big Data Analytics: Azure Data Factory and the Azure Data Lake Store
After watching this video, you will be able to list key features of the Azure Data Factory and the Azure Data Lake Store.
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Designing and Implementing Big Data Analytics: Azure PowerShell
After watching this video, you will be able to use Azure PowerShell with Azure Storage.
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Designing and Implementing Big Data Analytics: Data Considerations for Azure HDInsight
After watching this video, you will be able to recognize best practices and considerations for data collection and loading in HDInsight.
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Designing and Implementing Big Data Analytics: Azure Big Data Solutions
After watching this video, you will be able to identify basic features of Microsoft big data solutions.
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Designing and Implementing Big Data Analytics: Azure Storage Solutions
After watching this video, you will be able to recognize storage options for big data and identify methods to load data into Azure Blob storage.
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Designing and Implementing Big Data Analytics: Lambda Speed Layer
After watching this video, you will be able to list considerations for the Lambda speed layer design.
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Designing and Implementing Big Data Analytics: Lambda Architecture Capabilities and Limitations
After watching this video, you will be able to recognize the key capabilities and limitations of the Lambda architecture.
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Designing and Implementing Big Data Analytics: The Kappa Architecture
After watching this video, you will be able to recognize the difference between Lambda and Kappa architectures.
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Designing and Implementing Big Data Analytics: Traditional Analytics Approaches
After watching this video, you will be able to recognize traditional data analytics approaches and how they differ from streaming solutions.
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Designing and Implementing Big Data Analytics: Real-time Data Analytics Value Proposition
After watching this video, you will be able to recognize how value is generated through real-time data analytics solutions.
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Designing and Implementing Big Data Analytics: Azure Stream Analytics
After watching this video, you will be able to identify how Azure Stream Analytics work.
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Designing and Implementing Big Data Analytics: Capabilities and Benefits of Azure Stream Analytics
After watching this video, you will be able to recognize the benefits and capabilities of Azure Stream analytics.
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Designing and Implementing Big Data Analytics: Apache Storm and Azure Stream Analytics
After watching this video, you will be able to compare Apache Storm and Azure Stream Analytics.
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Designing and Implementing Big Data Analytics: Lambda Serving Layer
After watching this video, you will be able to identify considerations for the Lambda serving layer design.
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Designing and Implementing Big Data Analytics: Application of the Lambda Architecture
After watching this video, you will be able to recognize what the Lambda architecture is and how it is used.
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Designing and Implementing Big Data Analytics: Lambda Batch Layer
After watching this video, you will be able to list considerations for the Lambda batch layer design.
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Designing and Implementing Big Data Analytics: Types of Data Partitioning Schemes
After watching this video, you will be able to recognize various data partitioning schemes.
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Designing and Implementing Big Data Analytics: Designing Effective Data Partitions
After watching this video, you will be able to design partitions for scalability, query performance, and availability.
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Designing and Implementing Big Data Analytics: Enterprise Analytics Architecture
After watching this video, you will be able to describe fundamental architectural concepts of enterprise analytics.
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Designing and Implementing Big Data Analytics: Real-time Analytics Processing Components
After watching this video, you will be able to recognize key components for real-time event processing.
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Designing and Implementing Big Data Analytics: Create Clusters in HDInsight Using Azure PowerShell
After watching this video, you will be able to create Linux-based clusters in HDInsight using Azure PowerShell.
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Designing and Implementing Big Data Analytics: Manage Clusters in HDInsight Using Azure PowerShell
After watching this video, you will be able to manage Hadoop clusters in HDInsight using Azure PowerShell.
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Designing and Implementing Big Data Analytics: Multi-node Storm Cluster
After watching this video, you will be able to list main phases in setting up a storm cluster.
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Designing and Implementing Big Data Analytics: Data Ingesting and Compute Resource Design
After watching this video, you will be able to use data ingesting tools for real-time analytics.
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Designing and Implementing Big Data Analytics: Receive Events Using Apache Storm
After watching this video, you will be able to receive events from Event Hubs using Apache Storm.
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Designing and Implementing Big Data Analytics: Enable Event Hubs Capture
After watching this video, you will be able to enable Event Hubs capture using the Azure portal.
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Designing and Implementing Big Data Analytics: Row Key Design in HBase
After watching this video, you will be able to recognize aspects of row key design in HBase.
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Designing and Implementing Big Data Analytics: Apache NiFi Architecture and Performance
After watching this video, you will be able to identify the Apache NiFi architecture and performance characteristics.
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Designing and Implementing Big Data Analytics: Key Features of Apache NiFi
After watching this video, you will be able to list key features of Apache NiFi.
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Designing and Implementing Big Data Analytics: Overview of Azure Event Hubs
After watching this video, you will be able to recognize how Azure Event Hubs capabilities are used for real-time big data analytics.
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Designing and Implementing Big Data Analytics: Key Features of Azure Event Hubs
After watching this video, you will be able to list key features of Azure Event Hubs.
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Designing and Implementing Big Data Analytics: Create an Event Hub
After watching this video, you will be able to create an Event Hub using the Azure portal.
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Designing and Implementing Big Data Analytics: Send Messages to Azure Event Hubs
After watching this video, you will be able to send messages to Azure Event Hubs in .NET Standard.
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Designing and Implementing Big Data Analytics: Receive Messages Using the Event Processor Host
After watching this video, you will be able to receive messages with the event processor host in .NET Standard.
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Designing and Implementing Big Data Analytics: Shared Access Signatures
After watching this video, you will be able to recognize key functions of Shared Access Signatures.
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Designing and Implementing Big Data Analytics: Features of Batch Processing Technologies
After watching this video, you will be able to recognize key features and capabilities of batch processing technologies.
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Designing and Implementing Big Data Analytics: Common Uses for Real-time Analytics Processing
After watching this video, you will be able to identify some common use cases for real-time analytics.
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Designing and Implementing Big Data Analytics: Apache NiFi Overview
After watching this video, you will be able to recognize the Apache NiFi capabilities for real-time big data analytics.
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Designing and Implementing Big Data Analytics: Managing Big Data with PowerShell
After watching this video, you will be able to use PowerShell to handle big data.
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Designing and Implementing Big Data Analytics: SQL Server Analysis Services
After watching this video, you will be able to use SQL Server Analysis Services.
-
Designing and Implementing Big Data Analytics: Data Factory and Batch Processing
After watching this video, you will be able to process large datasets with Data Factory and Batch.
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Designing and Implementing Big Data Analytics: Azure Data Security Features
After watching this video, you will be able to recognize Azure's technical data security capabilities.
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Designing and Implementing Big Data Analytics: Role-based Access and Row Security
After watching this video, you will be able to features of role-based and row-based security.
-
Designing and Implementing Big Data Analytics: Data Management Gateway Security Settings
After watching this video, you will be able to configure firewall and proxy server settings.
-
Designing and Implementing Big Data Analytics: Apache Hive
After watching this video, you will be able to manage large datasets with Apache Hive.
-
Designing and Implementing Big Data Analytics: Azure Batch
After watching this video, you will be able to recognize key features and functionalities of Azure Batch.
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Designing and Implementing Big Data Analytics: Apache Mahout
After watching this video, you will be able to recognize key features and functionalities of Apache Mahout.
-
Designing and Implementing Big Data Analytics: Spark SQL
After watching this video, you will be able to identify key features and data sources of Spark SQL.
-
Designing and Implementing Big Data Analytics: Hadoop MapReduce
After watching this video, you will be able to use MapReduce for writing applications.
-
Designing and Implementing Big Data Analytics: Create Alerts
After watching this video, you will be able to create alerts to get notified of errors.
-
Designing and Implementing Big Data Analytics: Batch Pipeline Action
After watching this video, you will be able to rerun selected activities and pause or resume multiple pipelines.
-
Designing and Implementing Big Data Analytics: Resource Explorer Tab
After watching this video, you will be able to navigate the Resource Explorer tab.
-
Designing and Implementing Big Data Analytics: Data Factory Scheduling and Execution
After watching this video, you will be able to configure activity and dataset scheduling.
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Designing and Implementing Big Data Analytics: Dataset Availability
After watching this video, you will be able to configure dataset availability.
-
Designing and Implementing Big Data Analytics: Dataset Policies
After watching this video, you will be able to configure dataset policies.
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Designing and Implementing Big Data Analytics: Data Slice Processing Concepts
After watching this video, you will be able to recognize data slicing features and concepts for parallel processing and re-running failed data slices.
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Designing and Implementing Big Data Analytics: Multiple Activities
After watching this video, you will be able to identify how to chain multiple activities.
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Designing and Implementing Big Data Analytics: Complex Dataset Schedules
After watching this video, you will be able to model complex dataset schedules.
-
Designing and Implementing Big Data Analytics: Features of Azure Data Factory
After watching this video, you will be able to create and publish a Data Factory and monitor pipelines with Azure Portal.
-
Designing and Implementing Big Data Analytics: Monitoring and Management App
After watching this video, you will be able to launch and navigate the Monitoring and Management app.
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Designing and Implementing Big Data Analytics: Monitoring Pipelines with the Azure Portal
After watching this video, you will be able to monitor pipelines with the Azure Portal.
-
Designing and Implementing Big Data Analytics: Activity Policies
After watching this video, you will be able to identify the key policies that affect the run-time behavior of an activity in Azure Data Factory.
-
Designing and Implementing Big Data Analytics: Create and Publish Pipelines
After watching this video, you will be able to create and publish pipelines.
-
Designing and Implementing Big Data Analytics: Azure Data Factory Functions and Variables
After watching this video, you will be able to list Azure Data Factory functions, variables, and naming rules.
-
Designing and Implementing Big Data Analytics: Preparing to Create a Data Factory
After watching this video, you will be able to recognize the main steps and prerequisites to create and publish a Data Factory with Visual Studio.
-
Designing and Implementing Big Data Analytics: Create a Data Factory with Visual Studio
After watching this video, you will be able to create and publish a Data Factory with Visual Studio.
-
Designing and Implementing Big Data Analytics: Data Factory Datasets
After watching this video, you will be able to recognize the capabilities of Data Factory Datasets.
-
Designing and Implementing Big Data Analytics: Dataset Definitions and Properties
After watching this video, you will be able to identify key features of Data Factory Datasets.
-
Designing and Implementing Big Data Analytics: Dataset Structure
After watching this video, you will be able to recognize the structure of Data Factory Datasets.
-
Designing and Implementing Big Data Analytics: Create Datasets with Visual Studio
After watching this video, you will be able to create a Data Factory Dataset with Visual Studio.
-
Designing and Implementing Big Data Analytics: Azure Pipelines and Activities Structure
After watching this video, you will be able to recognize key properties and the JSON structure of pipelines and activities in Azure Data Factory.
-
Designing and Implementing Big Data Analytics: Lambda Architecture and Azure Stream
After watching this video, you will be able to recognize the features of the Lambda architecture and the capabilities of Azure Stream.
-
Designing and Implementing Big Data Analytics: Azure Data Factory Features
After watching this video, you will be able to identify key features of Azure Data Factory.
-
Designing and Implementing Big Data Analytics: Azure Data Factory Components and Data Sources
After watching this video, you will be able to identify key components and data sources for Azure Data Factory.
-
Designing and Implementing Big Data Analytics: Azure Storage and Consumption Components
After watching this video, you will be able to recognize the Azure output storage and consumption components.
-
Designing and Implementing Big Data Analytics: Reference Data Streams
After watching this video, you will be able to design reference data streams from Blob Storage.
-
Designing and Implementing Big Data Analytics: Reference Data Sets
After watching this video, you will be able to design and configure stream reference data from Event Hubs and IoT source.
-
Designing and Implementing Big Data Analytics: Big Data Output Storage Options
After watching this video, you will be able to store and view Stream Analytics jobs.
-
Designing and Implementing Big Data Analytics: Data Visualization with Power Pivot
After watching this video, you will be able to visualize big data with Power Pivot.
-
Designing and Implementing Big Data Analytics: Data Visualization with Power View
After watching this video, you will be able to visualize big data with Power View.
-
Designing and Implementing Big Data Analytics: Visualization with SQL Server Reporting Services
After watching this video, you will be able to create custom reports with SQL Server Reporting Services.
-
Designing and Implementing Big Data Analytics: Azure Machine Learning Batch Scoring Activity
After watching this video, you will be able to use batch scoring activity.
-
Designing and Implementing Big Data Analytics: Automating Retraining with Azure PowerShell
After watching this video, you will be able to retrain a new Resource Manager using the Machine Learning Management PowerShell cmdlets.
-
Designing and Implementing Big Data Analytics: Recognize Azure Machine Learning Features
After watching this video, you will be able to recognize key concepts, features and capabilities of Azure Machine Learning.
-
Designing and Implementing Big Data Analytics: Azure Machine Learning Studio Capabilities
After watching this video, you will be able to recognize key capabilites of the Azure Machine Learning Studio.
-
Designing and Implementing Big Data Analytics: Machine Learning and the Data Factory
After watching this video, you will be able to identify key steps to creating an experiment in Azure Machine Learning Studio.
-
Designing and Implementing Big Data Analytics: Create and Publish an Experiment
After watching this video, you will be able to recognize keys steps to deploy an Azure Machine Learning web service.
-
Designing and Implementing Big Data Analytics: Retraining Experiments
After watching this video, you will be able to retrain a published experiment.
-
Designing and Implementing Big Data Analytics: Update Resource Activity
After watching this video, you will be able to recognize key aspects of updating models using the Update Resource Activity.
-
Designing and Implementing Big Data Analytics: Create a Pipeline to Transform Data
After watching this video, you will be able to create a pipeline to transform data using Azure PowerShell.
-
Designing and Implementing Big Data Analytics: Pipeline Monitoring with PowerShell
After watching this video, you will be able to monitor a pipeline with Azure PowerShell.
-
Designing and Implementing Big Data Analytics: Azure Machine Learning
After watching this video, you will be able to recognize key features of Azure Machine Learning.
-
Designing and Implementing Big Data Analytics: Azure Machine Learning Key Concepts and Terms
After watching this video, you will be able to identify key concepts and terms of Azure Machine Learning.
-
Designing and Implementing Big Data Analytics: Team Data Science Process
After watching this video, you will be able to recognize key steps in the team data science process and the process lifecycle.
-
Designing and Implementing Big Data Analytics: Azure Machine Learning Studio
After watching this video, you will be able to recognize key features of the Azure Machine Learning Studio.
-
Designing and Implementing Big Data Analytics: Azure SQL Database Linked Service
After watching this video, you will be able to create a linked service for an Azure SQL database.
-
Designing and Implementing Big Data Analytics: Create an Input Dataset
After watching this video, you will be able to create an input dataset using Azure PowerShell.
-
Designing and Implementing Big Data Analytics: Create an Output Dataset
After watching this video, you will be able to create an output dataset using Azure PowerShell.
-
Designing and Implementing Big Data Analytics: Create a Pipeline to Copy Data
After watching this video, you will be able to create a pipeline with a copy activity using Azure PowerShell.
-
Designing and Implementing Big Data Analytics: Transform Data with Pig Activity
After watching this video, you will be able to use Pig Activity to transform data.
-
Designing and Implementing Big Data Analytics: MapReduce Activity
After watching this video, you will be able to use MapReduce Activity.
-
Designing and Implementing Big Data Analytics: Stored Procedure Activity
After watching this video, you will be able to recognize how to use stored procedure activities.
-
Designing and Implementing Big Data Analytics: Custom Activities
After watching this video, you will be able to recognize how to create custom activities.
-
Designing and Implementing Big Data Analytics: Common Troubleshooting Solutions
After watching this video, you will be able to monitor and identify common problems and recognize their solutions.
-
Designing and Implementing Big Data Analytics: Create an Azure Data Factory with PowerShell
After watching this video, you will be able to create a Data Factory with Azure PowerShell.
-
Designing and Implementing Big Data Analytics: Azure Storage Account Linked Service
After watching this video, you will be able to create a linked service for an Azure storage account.
-
Designing and Implementing Big Data Analytics: Data Transformation and Prerequisites
After watching this video, you will be able to recognize methods for data transformation and prerequisites.
-
Designing and Implementing Big Data Analytics: Transform Data with a Pipeline
After watching this video, you will be able to transform data with a pipeline using Visual Studio.
-
Designing and Implementing Big Data Analytics: Transform Data with Hive Activity
After watching this video, you will be able to use Hive Activity to transform data.
-
Designing and Implementing Big Data Analytics: Diagram View
After watching this video, you will be able to navigate the Diagram View.
-
Designing and Implementing Big Data Analytics: Potential Errors and Problems
After watching this video, you will be able to identify potential errors and solutions with Data Factory.
-
Designing and Implementing Big Data Analytics: Installation and Registration Problems
After watching this video, you will be able to recognize common problems with installation and registration and possible solutions.
-
Designing and Implementing Big Data Analytics: Limited Functionality Problems
After watching this video, you will be able to recognize common problems with limited functionality and possible solutions.
-
Designing and Implementing Big Data Analytics: Troubleshoot Other Common Problems
After watching this video, you will be able to recognize other possible problems and solutions.
-
Designing and Implementing Big Data Analytics: Azure Data Factory Copy Wizard
After watching this video, you will be able to use Azure Data Factory Copy Wizard.
-
Designing and Implementing Big Data Analytics: Load Big Data
After watching this video, you will be able to recognize steps to load big data from Azure Blob Storage into Azure SQL Data Warehouse.
-
Designing and Implementing Big Data Analytics: Move Data from a Source to a Sink
After watching this video, you will be able to recognize steps to copy data from on-premise to a cloud storage and from one cloud storage to another.
-
Designing and Implementing Big Data Analytics: Azure Architecture and Analytics Components
After watching this video, you will be able to recognize the Azure architecture and the various components of data sources, integration, and real-time analytics.
-
Predictive Analytics: Overview of Text Mining
After watching this video, you will be able to identify key characteristic of text mining.
-
MongoDB: Use PyMongo to Integrate with MongoDB
After watching this video, you will be able to use Python to connect and interact with MongoDB.
-
MongoDB: Using Cloud Manager
After watching this video, you will be able to install and explore the MongoDB Cloud Manager service.
-
MongoDB: Manipulating Text Indexes
After watching this video, you will be able to create, use, and manage text indexes.
-
MongoDB: Managing Data Integrity
After watching this video, you will be able to use database commands to validate the integrity of the database.
-
MongoDB: Listing and Manipulating Indexes on a Collection
After watching this video, you will be able to list and manipulate indexes for a collection.
-
MongoDB: Using MongoAdmin Desktop
After watching this video, you will be able to install and use the MongoAdmin desktop tool.
-
MongoDB: Using MongoAdmin Web
After watching this video, you will be able to install and use the MongoAdmin web tool.
-
MongoDB: Identifying Where to get Add-ons and Tools
After watching this video, you will be able to identify common add-ons and tools and where to get them.
-
MongoDB: Using RoboMongo
After watching this video, you will be able to install and use RoboMongo.
-
Predictive Analytics: K-Means Clustering Termination Procedures
After watching this video, you will be able to recognize key steps for the termination of K-Means Clustering iterations.
-
Predictive Analytics: Evaluation and Considerations for K-Means Clustering
After watching this video, you will be able to evaluate K-Means Clustering.
-
Predictive Analytics: Overview of K-Means Clustering
After watching this video, you will be able to list key features of K-Means Clustering.
-
Predictive Analytics: Minimizing SSE of Data Points
After watching this video, you will be able to recognize key steps for reducing the sum of squared errors in K-Means Clustering.
-
Predictive Analytics: DBSCAN Attributes
After watching this video, you will be able to identify key attributes for performing DBSCAN.
-
Predictive Analytics: Hierarchical Clustering and DBSCAN Overview
After watching this video, you will be able to list key features of Hierarchical Clustering and DBSCAN.
-
Predictive Analytics: DBSCAN Operation
After watching this video, you will be able to recognize key steps in DBSCAN.
-
Predictive Analytics: Ordinary Least Squares (OLS)
After watching this video, you will be able to determine the OLS parameters.
-
Predictive Analytics: Drawing Inferences
After watching this video, you will be able to make regression inferences.
-
Predictive Analytics: Linear Regression Overview
After watching this video, you will be able to recognize characteristics of linear regression.
-
Predictive Analytics: Sum of Squared Errors
After watching this video, you will be able to calculate sum of squared errors.
-
Predictive Analytics: Limitations of Naïve Bayes
After watching this video, you will be able to identify various limitations of Naïve Bayes.
-
Predictive Analytics: Bayesian Belief Networks
After watching this video, you will be able to recognize features of Bayesian Belief Networks.
-
Predictive Analytics: Naïve Bayes Overview
After watching this video, you will be able to recognize key features of Naïve Bayes.
-
Predictive Analytics: Predicting Outcomes with Naïve Bayes
After watching this video, you will be able to calculate the probability of an event occurring with Naïve Bayes.
-
Predictive Analytics: Determining the Optimal Hyperplane
After watching this video, you will be able to determine the optimal hyperplane.
-
Predictive Analytics: Exercise: Use A/B Testing
After watching this video, you will be able to predict outcomes using A/B testing.
-
Predictive Analytics: Support Vector Machines Overview
After watching this video, you will be able to identify features of Support Vector Machines.
-
Predictive Analytics: Data Transformation Techniques
After watching this video, you will be able to recognize how to transform linear non-separable data to linear separable data.
-
Predictive Analytics: Types of Clustering Techniques
After watching this video, you will be able to identify the different types of clustering.
-
Predictive Analytics: Proximity Measures for Clustering
After watching this video, you will be able to calculate proximity.
-
Predictive Analytics: Introduction to Clustering
After watching this video, you will be able to recognize characteristics of clustering.
-
Predictive Analytics: Overview of A/B Testing
After watching this video, you will be able to recognize what A/B testing is and where it is applicable.
-
Predictive Analytics: Autoregressive Models
After watching this video, you will be able to identify features of autoregressive models.
-
Predictive Analytics: Moving Average Models
After watching this video, you will be able to identify features of moving average models.
-
Predictive Analytics: Stationary and Nonstationary Data Series
After watching this video, you will be able to distinguish between stationary time series and nonstationary time series data.
-
Predictive Analytics: Time Series Decomposition
After watching this video, you will be able to recognize the various components of time series data.
-
Predictive Analytics: Apply Time Series Modeling Concepts
After watching this video, you will be able to apply time series modeling concepts.
-
Predictive Analytics: Machine Learning Overview
After watching this video, you will be able to identify key features of machine learning.
-
Predictive Analytics: Autoregressive Moving Average (ARMA) Models
After watching this video, you will be able to identify features of ARMA models.
-
Predictive Analytics: Parameterization and Forecasting
After watching this video, you will be able to identify various steps required to make a forecast.
-
Predictive Analytics: A/B Testing Features
After watching this video, you will be able to establish an A/B test hypothesis and determine what to test.
-
Predictive Analytics: Implementing A/B Testing
After watching this video, you will be able to implement A/B testing for web site optimization.
-
Predictive Analytics: Social Network Mapping
After watching this video, you will be able to identify key features of social network mapping.
-
Predictive Analytics: Key Terms and Concepts
After watching this video, you will be able to recognize key terms and concepts used in social network and media analysis.
-
Predictive Analytics: Assigning Across Document Predictor Variables
After watching this video, you will be able to assign across document predictor variables for text mining.
-
Predictive Analytics: Term Frequency and Inverse Document Frequency
After watching this video, you will be able to recognize the use of term frequency and inverse document frequency measures for text mining.
-
Predictive Analytics: Assigning within Document Predictor Variables
After watching this video, you will be able to assign within document predictor variables for text mining.
-
Predictive Analytics: Text Normalization
After watching this video, you will be able to recognize key methods for text normalization.
-
Predictive Analytics: Overview of Social Network Analysis
After watching this video, you will be able to identify key characteristics of social network analysis.
-
Predictive Analytics: Ego-centric and Network-centric Analysis
After watching this video, you will be able to distinguish between ego-centric and network-centric analysis.
-
Predictive Analytics: Sentiment Analysis
After watching this video, you will be able to identify key characteristics of sentiment analysis.
-
Predictive Analytics: Text Mining Applications
After watching this video, you will be able to identify examples of text mining applications.
-
Predictive Analytics: Time Series Overview
After watching this video, you will be able to identify key characteristics of time series forecasting.
-
Predictive Analytics: Considerations for Model Performance
After watching this video, you will be able to identify key considerations of model validation.
-
Predictive Analytics: Data Cleaning and Preparation
After watching this video, you will be able to recognize important aspects of data preparation for model development.
-
Predictive Analytics: Data Pre-processing and Model Building
After watching this video, you will be able to identify key functions in the model creation process.
-
Predictive Analytics: Descriptive Model Evaluation
After watching this video, you will be able to recognize key features of Occam's Razor.
-
Predictive Analytics: Mean Squared Error Measures for Prediction
After watching this video, you will be able to calculate mean squared error measures.
-
Predictive Analytics: Model Complexity and Resampling
After watching this video, you will be able to balance model complexity with overfitting.
-
Predictive Analytics: Model Validation
After watching this video, you will be able to identify features of two-fold validation.
-
Predictive Analytics: Lift and Gain Charts
After watching this video, you will be able to interpret lift and gain charts.
-
Predictive Analytics: ROC and AUC
After watching this video, you will be able to interpret ROC curves and AUC.
-
Predictive Analytics: Variation Measures for Prediction
After watching this video, you will be able to recognize prediction variation measures.
-
Predictive Analytics: Evaluating Classification Models
After watching this video, you will be able to recognize evaluation measures for classification models.
-
Predictive Analytics: Advanced Predictive Tools
After watching this video, you will be able to implement a random forest and an uplift model using an example dataset.
-
Predictive Analytics: Understanding Business Objectives and Data
After watching this video, you will be able to identify key aspects for understanding the business problem and securing the right data.
-
Predictive Analytics: Targeting with Uplift Models
After watching this video, you will be able to recognize who to target with uplift models.
-
Predictive Analytics: How Uplift Models Work
After watching this video, you will be able to recognize how uplift models work.
-
Predictive Analytics: Model Deployment Planning
After watching this video, you will be able to recognize the high-level activities and planning for model deployment.
-
Predictive Analytics: Stakeholder Management
After watching this video, you will be able to identify important aspects of stakeholder management.
-
Predictive Analytics: Model Development and Deployment
After watching this video, you will be able to recognize best practices for creating and deploying the forecasting model.
-
Predictive Analytics: Business Validation and Benchmarks
After watching this video, you will be able to recognize the importance of business validation and the various types of benchmarks to assess the forecasting model project.
-
Predictive Analytics: Model Building Process and Data Discovery
After watching this video, you will be able to recognize key phases in developing a model.
-
Predictive Analytics: User Training and Model Documentation
After watching this video, you will be able to recognize the best practices for training users and developing project documentation.
-
Predictive Analytics: Model Recalibration and Maintenance
After watching this video, you will be able to recognize the importance of monitoring and recalibrating the forecasting model.
-
Predictive Analytics: Estimating Treatment Effects
After watching this video, you will be able to estimate treatment effects.
-
Predictive Analytics: Example of Propensity Score Matching
After watching this video, you will be able to apply propensity score matching.
-
Predictive Analytics: Propensity Score
After watching this video, you will be able to recognize key features of the propensity score.
-
Predictive Analytics: Propensity Score Matching
After watching this video, you will be able to identify key features of propensity score matching.
-
Predictive Analytics: Overview of Segmentation Modeling
After watching this video, you will be able to identify key features of segmentation modeling.
-
Predictive Analytics: EDA and Cluster Segmentation Modeling
After watching this video, you will be able to distinguish between exploratory data analysis and cluster segmentations.
-
Predictive Analytics: Random Forest Overview
After watching this video, you will be able to identify key features of random forests.
-
Predictive Analytics: Random Forest Model Concepts
After watching this video, you will be able to identify key random forest model concepts.
-
Predictive Analytics: Overview of Uplift Models
After watching this video, you will be able to identify key features of uplift models.
-
Predictive Analytics: Decision Tree Characteristics
After watching this video, you will be able to identify key features of decision trees.
-
Predictive Analytics: Random Forest Model Error Measurement
After watching this video, you will be able to recognize random forest performance measurements.
-
Predictive Analytics: Interpreting Results and Testing Significance
After watching this video, you will be able to interpret logistic regression results.
-
Predictive Analytics: Odds Ratio and Relative Risk
After watching this video, you will be able to calculate the odds ratio.
-
Predictive Analytics: Logistic Regression Overview
After watching this video, you will be able to list key features of logistic regression.
-
Predictive Analytics: Logit Transformation and the Likelihood Function
After watching this video, you will be able to recognize the logit transformation and likelihood functions.
-
Predictive Analytics: Considerations for Logistic Regression
After watching this video, you will be able to recognize key considerations for logistic regression.
-
Predictive Analytics: Linear Regression Statistical Inference
After watching this video, you will be able to determine and interpret the statistical significance of individual variables and of the overall model.
-
Predictive Analytics: Machine Learning Tools and Process
After watching this video, you will be able to identify key tools used for machine learning and the high-level process steps.
-
Predictive Analytics: Ensemble Techniques for Machine Learning
After watching this video, you will be able to identify key features of ensemble techniques.
-
Predictive Analytics: Ensemble Performance Considerations and Metrics
After watching this video, you will be able to measure ensemble error rate.
-
Predictive Analytics: Deep Learning
After watching this video, you will be able to identify key features of deep learning.
-
Predictive Analytics: Supervised vs. Unsupervised Methods
After watching this video, you will be able to distinguish between supervised and nonsupervised learning methods.
-
MongoDB: Creating a Collection Index
After watching this video, you will be able to create an index on a collection.
-
MongoDB: Performing File Management
After watching this video, you will be able to rename and delete files from GridFS.
-
MongoDB: Working with the User Management Interface
After watching this video, you will be able to work with the authentication database to manage users.
-
MongoDB: Configuring Role-based Access Control
After watching this video, you will be able to enable and enforce access control.
-
MongoDB: Modifying User Access, Privileges, and Passwords
After watching this video, you will be able to assign or modify user access, privileges, and passwords.
-
MongoDB: Use Stats and Create Backups
After watching this video, you will be able to perform backups and use stats and monitoring functions to administer MongoDB.
-
MongoDB: Creating a User-defined Role
After watching this video, you will be able to manage roles and add a custom role.
-
MongoDB: Creating, Getting, and Dropping a Database
After watching this video, you will be able to create, list, drop, and retrieve databases.
-
MongoDB: Creating, Listing, and Dropping Collections
After watching this video, you will be able to create, list, and drop collections.
-
MongoDB: Authenticating a User
After watching this video, you will be able to authenticate a user via the command line or instance.
-
MongoDB: Using a Dedicated User to Run MongoDB
After watching this video, you will be able to run the MongoDB process with a dedicated user account.
-
MongoDB: Adding, Deleting, and Managing Users
After watching this video, you will be able to add, delete, and manage user accounts.
-
MongoDB: Retrieving Binary Data
After watching this video, you will be able to retrieve binary data stored in a BSON binary data field.
-
MongoDB: Defining BSON
After watching this video, you will be able to define and identify the BSON types and when they should be used.
-
MongoDB: Storing Binary Data
After watching this video, you will be able to use the BSON binary data type to store binary data.
-
MongoDB: Installing RestHeart
After watching this video, you will be able to describe and install the RestHeart Web API.
-
MongoDB: Using CRUD Operations
After watching this video, you will be able to use the REST API to do CRUD operations.
-
MongoDB: Converting to JSON
After watching this video, you will be able to use MongoDB Extended JSON to preserve type information.
-
MongoDB: Using Hibernate
After watching this video, you will be able to use Hibernate OGM to support Java Persistence.
-
MongoDB: Uploading Files
After watching this video, you will be able to upload a large file into GridFS.
-
MongoDB: Finding Files
After watching this video, you will be able to find and retrieve files from GridFS.
-
MongoDB: Querying with RestHeart
After watching this video, you will be able to perform queries using the GET operation.
-
MongoDB: Connecting to GridFS
After watching this video, you will be able to connect to GridFS via the GridFSBucket factory class.
-
MongoDB: Understanding How to Install MongoDB on Linux
After watching this video, you will be able to describe the packages and considerations for installing MongoDB on Linux.
-
MongoDB: Installing MongoDB on Linux
After watching this video, you will be able to install MongoDB on Linux.
-
MongoDB: Introducing Data Model Design
After watching this video, you will be able to describe data model design.
-
MongoDB: Overview of Installing MongoDB
After watching this video, you will be able to describe the installation options for MongoDB.
-
MongoDB: Running MongoDB on Windows
After watching this video, you will be able to run MongoDB on Windows.
-
MongoDB: Connecting to a MongoDB Database
After watching this video, you will be able to connect to a MongoDB database.
-
MongoDB: Running MongoDB on Linux
After watching this video, you will be able to run MongoDB on Linux.
-
MongoDB: Preparing to Install MongoDB on Windows
After watching this video, you will be able to install MongoDB on Windows.
-
MongoDB: Introducing CRUD
After watching this video, you will be able to describe CRUD.
-
MongoDB: Understanding the Database Storage
After watching this video, you will be able to describe how MongoDB stores data.
-
MongoDB: Using the Mongo Shell
After watching this video, you will be able to use the mongo shell.
-
Predictive Analytics: Interpret Scatter Plots
After watching this video, you will be able to recognize the direction, form, and strength of a scatter plot.
-
Predictive Analytics: Wrapper Data Reduction Method
After watching this video, you will be able to recognize key features of the wrapper data reduction method.
-
Predictive Analytics: Factor Analysis
After watching this video, you will be able to recognize the key features of factor analysis.
-
Predictive Analytics: Information Theory Approach to Feature Selection
After watching this video, you will be able to use the information theory approach for feature selection.
-
Predictive Analytics: Chi-square Feature Selection Method
After watching this video, you will be able to recognize the key features of using Chi-square.
-
Predictive Analytics: Run Charts and Scatter Plots
After watching this video, you will be able to use run charts and scatter plots to perform EDA.
-
Predictive Analytics: Histograms and Stem-and-leaf Plots
After watching this video, you will be able to use histograms and stem-and-leaf plots to perform EDA.
-
Predictive Analytics: Overview of EDA and Quantitative Techniques
After watching this video, you will be able to recognize key features of EDA and how quantitative techniques are used to perform EDA.
-
Predictive Analytics: Bar Charts and Box-and-whisker Plots
After watching this video, you will be able to use bar charts and box-and-whisker plots to perform EDA.
-
MongoDB: Overview of MongoDB
After watching this video, you will be able to describe what MongoDB is.
-
MongoDB: Understanding the Key Features of MongoDB
After watching this video, you will be able to describe the key features MongoDB provides.
-
Predictive Analytics: Imputation for Continuous Data
After watching this video, you will be able to use imputation to replace missing data.
-
Predictive Analytics: Dimension Reduction
After watching this video, you will be able to recognize key data reduction methodologies.
-
Predictive Analytics: The Need to Clean Messy Data
After watching this video, you will be able to recognize what is tidy and what is untidy data.
-
Predictive Analytics: Outlier Identification and Handling
After watching this video, you will be able to identify outliers and determine whether to remove these values.
-
Talend Integration: Talend Automations
After watching this video, you will be able to recognize the various Talend automations.
-
Talend Integration: Data Transformation with Talend
After watching this video, you will be able to recognize the various data transformations and complex processes.
-
Predictive Analytics: Dummy Variables and Variable Removal
After watching this video, you will be able to recognize important aspects of setting dummy variables and removing variables.
-
Predictive Analytics: Approaches for Handling Missing Data
After watching this video, you will be able to recognize key approaches for handling missing data.
-
Predictive Analytics: Transforming, Normalizing, and Scaling Data
After watching this video, you will be able to perform data transformation, normalization, and scaling.
-
Predictive Analytics: Variable Partitioning
After watching this video, you will be able to recognize important aspects of variable partitioning.
-
Predictive Analytics: Principal Component Analysis for Numerical Data
After watching this video, you will be able to use principal component analysis for feature selection.
-
MongoDB: Configuring Support for SSL
After watching this video, you will be able to configure MongoDB and clients to support SSL.
-
MongoDB: Create Indexes, Replication, and Security
After watching this video, you will be able to create indexes and configure replication and security.
-
MongoDB: Configuring Role-based Access Control
After watching this video, you will be able to configure role-based access control.
-
MongoDB: Configuring System Events Auditing
After watching this video, you will be able to configure system events auditing.
-
MongoDB: Working with the Reduce Function
After watching this video, you will be able to use and troubleshoot a Reduce function to reduce a set of key-value pairs.
-
MongoDB: Integrate MongoDB with Hadoop
After watching this video, you will be able to integrate MongoDB with Hadoop using Cloud Manager.
-
MongoDB: Using the Map Function
After watching this video, you will be able to use and troubleshoot a Map function to emit key-value pairs.
-
MongoDB: Defining the Need for Atomic Counters
After watching this video, you will be able to define when atomic operations are needed.
-
MongoDB: Handling Atomic Counters
After watching this video, you will be able to use atomic counters to maintain multiple fields that must be in sync.
-
MongoDB: Performing a MapReduce
After watching this video, you will be able to use the MapReduce function to aggregate operations over a collection.
-
MongoDB: Performing an Incremental MapReduce
After watching this video, you will be able to use the MapReduce function over a constantly growing data set.
-
MongoDB: Deploying a Replica Set
After watching this video, you will be able to deploy a replica set.
-
MongoDB: Identifying the Prerequisites for Deploying
After watching this video, you will be able to identify the system requirements and installation options for MongoDB deployments.
-
MongoDB: Understanding Replica Set Read and Write Semantics
After watching this video, you will be able to describe the read and write semantics for replica sets.
-
MongoDB: Use Tools to Manage Users and Databases
After watching this video, you will be able to use GUI tools to manage users and database operations.
-
MongoDB: Managing the Replica Set Oplog
After watching this video, you will be able to describe and use the replica set oplog.
-
MongoDB: Understanding Replica Set Data Synchronization
After watching this video, you will be able to describe how data synchronization is used to replicate data between members.
-
MongoDB: Overview of MongoDB Security
After watching this video, you will be able to identify how security is implemented in a MongoDB database.
-
MongoDB: Planning System Sizing
After watching this video, you will be able to plan and analyze system sizing and configure tuning options for cloud deployments.
-
MongoDB: Creating Database Users
After watching this video, you will be able to create users with read and write privileges.
-
MongoDB: Overview of Authentication Mechanisms
After watching this video, you will be able to identify the authentication mechanisms.
-
MongoDB: Enabling Authentication and Setting Up an Admin User
After watching this video, you will be able to enable authentication and create an administrator user that can connect to the deployment.
-
MongoDB: Understanding the Types of Indexes
After watching this video, you will be able to describe the different types of indexes.
-
MongoDB: Understanding Index Properties
After watching this video, you will be able to describe the index properties that can be set.
-
MongoDB: Install and Read Data in MongoDB
After watching this video, you will be able to install MongoDB and read and aggregate data.
-
MongoDB: Introduction to Indexes
After watching this video, you will be able to describe indexes.
-
MongoDB: Understanding Query Optimization
After watching this video, you will be able to describe how query optimization works.
-
MongoDB: Creating Single Indexes
After watching this video, you will be able to create single indexes.
-
MongoDB: Creating Compound Indexes
After watching this video, you will be able to create compound indexes.
-
MongoDB: Understanding Replica Set Deployment Architectures
After watching this video, you will be able to describe the replica set deployment architectures.
-
MongoDB: Understanding Replica Set High Availability
After watching this video, you will be able to describe replica set high availability.
-
MongoDB: Creating More Complex Indexes
After watching this video, you will be able to create indexes with additional properties.
-
MongoDB: Introduction to Replication
After watching this video, you will be able to describe how replication is used in MongoDB.
-
MongoDB: Removing Documents
After watching this video, you will be able to remove documents from a MongoDB database.
-
MongoDB: Understanding Read Operations
After watching this video, you will be able to describe how read operations retrieve data.
-
MongoDB: Creating and Inserting Documents
After watching this video, you will be able to create and insert documents in MongoDB.
-
MongoDB: Updating Documents
After watching this video, you will be able to update documents in a MongoDB database.
-
MongoDB: Querying Documents Using the find() Method
After watching this video, you will be able to use the find() method to query documents.
-
MongoDB: Understanding Cursors
After watching this video, you will be able to describe how cursors are used.
-
MongoDB: Use GridFS and Binary Data
After watching this video, you will be able to use and store data in GridFS and store binary data in MongoDB.
-
MongoDB: Using MapReduce Operations to Perform Aggregation
After watching this video, you will be able to use MapReduce operations.
-
MongoDB: Using Single Purpose Aggregation Operations
After watching this video, you will be able to use single purpose aggregation operations.
-
MongoDB: Understanding Aggregation of Data
After watching this video, you will be able to describe aggregation.
-
MongoDB: Using Aggregation Pipeline to Transform Documents
After watching this video, you will be able to use aggregation pipeline to transform documents.
-
Talend Integration: Talend Delimiting Fields
After watching this video, you will be able to identify various Talend delimiting fields.
-
Talend Integration: Working with Subjobs
After watching this video, you will be able to identify the various job functions.
-
Talend Integration: Working with Subjob Errors
After watching this video, you will be able to identify and work with subjob errors.
-
Talend Integration: Normalizing and Denormalizing Talend Data
After watching this video, you will be able to identify the concepts and differences between normalizing and denormalizing data.
-
Talend Integration: Talend Subjobs Overview
After watching this video, you will be able to recognize the concept and use of subjobs.
-
Talend Integration: Exporting and Importing Jobs
After watching this video, you will be able to recognize exporting and importing jobs with Talend.
-
Talend Integration: Job Scheduling
After watching this video, you will be able to use job scheduling processes with Talend.
-
Talend Integration: Talend Iterating and Looping
After watching this video, you will be able to recognize the concept of iterating and looping in Talend.
-
Talend Integration: Dataflow Merging and Duplicating
After watching this video, you will be able to use dataflow merging and duplicating techniques with Talend.
-
Talend Integration: Talend Find and Replace Functions
After watching this video, you will be able to recognize how to work with find and replace functions.
-
Talend Integration: Data Aggregation
After watching this video, you will be able to recognize the concept of data aggregation with Talend.
-
Talend Integration: Writing Data to a Database
After watching this video, you will be able to recognize how to write data to a database.
-
Talend Integration: Modifying Data
After watching this video, you will be able to recognize how to modify data.
-
Talend Integration: Mapping Data Overview
After watching this video, you will be able to identify Talend concepts in Mapping data.
-
Talend Integration: Outputting in tMap
After watching this video, you will be able to recognize the process of outputting in tMap.
-
Talend Integration: Using Dynamic Lookups
After watching this video, you will be able to identify the various dynamic lookups.
-
Talend Integration: The Talend Architecture
After watching this video, you will be able to recognize the Talend framework and various basic techniques.
-
Talend Integration: Talend FTP File Operations
After watching this video, you will be able to use FTP file operations in Talend.
-
Talend Integration: Sorting Talend Data
After watching this video, you will be able to recognize the concept of Talend sorting.
-
Talend Integration: Mapping Database Objects
After watching this video, you will be able to recognize process of mapping objects in Talend.
-
Talend Integration: Filtering with Mapped Data
After watching this video, you will be able to identify process of filtering mapped data.
-
Talend Integration: Transferring Databases
After watching this video, you will be able to recognize how to transfer from one database to another.
-
Talend Integration: Data Extraction with XML
After watching this video, you will be able to extract data with XML.
-
Talend Integration: Talend Metadata
After watching this video, you will be able to recognize Talend metadata.
-
Talend Integration: Talend Global Variables and Contexts
After watching this video, you will be able to recognize various Talend variables and contexts.
-
Talend Integration: Transforming Maps and Expressions
After watching this video, you will be able to recognize various map transformations and expressions.
-
Talend Integration: Multi-schema XML with Talend
After watching this video, you will be able to use multi-schema with XML.
-
Talend Integration: Converting CSV to XML
After watching this video, you will be able to convert a CSV file to XML.
-
Talend Integration: Converting XML to CSV
After watching this video, you will be able to convert an XML file to CSV.
-
Talend Integration: Pulling Data from a Database
After watching this video, you will be able to read data from a database.
-
Talend Integration: Pulling Data from Several Tables
After watching this video, you will be able to read data from several tables in a database.
-
Talend Integration: Talend Complex XML Conversions
After watching this video, you will be able to recognize various complex XML conversions.
-
Talend Integration: Adding Lookups to Data
After watching this video, you will be able to configure lookups in Talend for data.
-
Predictive Analytics: Distributions and the Probability Density Function
After watching this video, you will be able to identify features of a standard normal distribution.
-
Predictive Analytics: Binomial and Poisson Distributions
After watching this video, you will be able to list features of the Binomial and Poisson distributions.
-
Predictive Analytics: Data Mining Concepts and Techniques
After watching this video, you will be able to identify important data mining concepts and techniques.
-
Predictive Analytics: Methods for Data Mining
After watching this video, you will be able to identify data mining methods used for predictive analysis.
-
Predictive Analytics: One and Two-tailed Hypothesis Tests
After watching this video, you will be able to recognize key features of one and two-tailed hypothesis tests.
-
Predictive Analytics: Choose an Appropriate Data Mining Method
After watching this video, you will be able to match analytics problems to appropriate data mining methods.
-
Predictive Analytics: Introduction to Hypothesis Testing
After watching this video, you will be able to recognize key features of hypothesis testing and its application.
-
Talend Integration: Installing a Database
After watching this video, you will be able to install a relational database system to be used with Talend.
-
Talend Integration: Creation of a New Project and Job
After watching this video, you will be able to create a new Talend project and a Talend job.
-
Talend Integration: Preparing for Talend Installation
After watching this video, you will be able to recognize the dependencies required for installing and running Talend.
-
Talend Integration: First Look at the Talend Interface
After watching this video, you will be able to recognize the various elements of the Talend UI.
-
Predictive Analytics: Exercise: Evaluate Classification Models
After watching this video, you will be able to determine the superior classification model.
-
Oracle Commerce: Platform Fundamentals: Object to Relational Mapping
After watching this video, you will be able to describe the advantages of using the Data Anywhere Architecture to access SQL databases.
-
Oracle Commerce: Platform Fundamentals: Creating a SQL Repository Component
After watching this video, you will be able to list the properties of a repository component and know their location and functionality.
-
Oracle Commerce: Platform Fundamentals: Item Descriptors
After watching this video, you will be able to describe how item descriptors describe the structure of a repository item.
-
Oracle Commerce: Platform Fundamentals: Enumerated Properties
After watching this video, you will be able to describe how enumerated properties are used and how the value is actually stored in the database.
-
Oracle Commerce: Platform Fundamentals: Cross-repository Item Properties
After watching this video, you will be able to identify how an item-type property can refer to an item type defined in a separate repository.
-
Oracle Commerce: Platform Fundamentals: Types of Element Relationships
After watching this video, you will be able to choose the collection type when working with ordered/unordered data.
-
Oracle Commerce: Platform Fundamentals: Repository Query Servlet Beans
After watching this video, you will be able to list the ways queries can match patterns in text, query through collections, query through complex values, and specify presentation order.
-
Oracle Commerce: Platform Fundamentals: RQL Queries with Item References
After watching this video, you will be able to describe how a property allows a drilldown into single and multivalue subproperties.
-
Oracle Commerce: Platform Fundamentals: Oracle Commerce Forms
After watching this video, you will be able to describe the mechanism Oracle Commerce uses for handling forms.
-
Oracle Commerce: Platform Fundamentals: Accessing Dynamic Bean Properties
After watching this video, you will be able to specify how Oracle Commerce normally accesses properties of beans.
-
Oracle Commerce: Platform Fundamentals: Using DSP Form Tags
After watching this video, you will be able to configure fields of a form page by associating them with the properties of the form handler.
-
Oracle Commerce: Platform Fundamentals: Multivalue Form Input
After watching this video, you will be able to specify how to provide methods to select from an enumerated list of possible options.
-
Oracle Commerce: Platform Fundamentals: Repositories and the ACC
After watching this video, you will be able to describe how to make your repository accessible in the ACC.
-
Oracle Commerce: Platform Fundamentals: Item Descriptor Inheritance
After watching this video, you will be able to identify how item types can be created as subtypes of other item types.
-
Oracle Commerce: Platform Fundamentals: Subtype Item Descriptors
After watching this video, you will be able to list the attributes of item descriptors for a subtype item.
-
Oracle Commerce: Platform Fundamentals: Composite Repository IDs
After watching this video, you will be able to identify how a composite ID is a unique ID represented by more than one column in the database composite ID is a unique ID represented by more than one column in the database.
-
Oracle Commerce: Platform Fundamentals: Grouping Properties
After watching this video, you will be able to list the ways how grouping properties can improve performance.
-
Oracle Commerce: Platform Fundamentals: Cascading Relationships
After watching this video, you will be able to describe how to configure cascading relationships.
-
Oracle Commerce: Platform Fundamentals: Creating a Many-to-Many Relationship
After watching this video, you will be able to identify when two items have a many-to-many relationship.
-
Oracle Commerce: Platform Fundamentals: Repository Definition Summary
After watching this video, you will be able to describe how auxiliary and multi tables are joined with the primary table.
-
Oracle Commerce: Platform Fundamentals: Setting Up a Test Data Source
After watching this video, you will be able to list the steps in setting up a test data source.
-
Oracle Commerce: Platform Fundamentals: Data Access Challenges
After watching this video, you will be able to describe how web applications often have many sources and forms of data.
-
Oracle Commerce: Platform Fundamentals: Using Repositories
After watching this video, you will be able to describe how content repositories provide storage for content items and the ability to associate metadata with content.
-
Oracle Commerce: Platform Fundamentals: Repositories and the ACC
After watching this video, you will be able to demonstrate repository features in the ACC.
-
Oracle Commerce: Platform Fundamentals: Using Repositories with Dynamic Pages
After watching this video, you will be able to describe how servlet beans are used to display repository contents.
-
Oracle Commerce: Platform Fundamentals: Importing Components
After watching this video, you will be able to describe how importing a component allows access to its properties by a simple name rather than the full component path.
-
Oracle Commerce: Platform Fundamentals: Page Fragment JSP Code
After watching this video, you will be able to write a simple, completely static JSP page.
-
Oracle Commerce: Platform Fundamentals: Passing Parameters
After watching this video, you will be able to write a program to pass values into an embedded JSP page.
-
Oracle Commerce: Platform Fundamentals: Working with Droplets
After watching this video, you will be able to describe how Dynamo Servlet Beans (droplets) are used to generate page content.
-
Oracle Commerce: Platform Fundamentals: ForEach Servlet Beans
After watching this video, you will be able to write a ForEach droplet to iterate over an unknown number of items in an array.
-
Oracle Commerce: Platform Fundamentals: Frequently Used Servlet Beans
After watching this video, you will be able to identify the four most frequently used Dynamo Servlet Beans.
-
Oracle Commerce: Platform Fundamentals: Using Java Servlets
After watching this video, you will be able to describe how servlets generate dynamic content (HTML) that is returned to a JSP in response to a request.
-
Oracle Commerce: Platform Fundamentals: Writing a Custom Servlet Bean Class
After watching this video, you will be able to describe how to create a custom servlet bean.
-
Oracle Commerce: Platform Fundamentals: Accessing Input Parameters
After watching this video, you will be able to write a JSP page to accept strings, arrays, and objects.
-
Oracle Commerce: Platform Fundamentals: Session Scope
After watching this video, you will be able to describe how sessions are special server-side objects corresponding to different users or browsers.
-
Oracle Commerce: Platform Fundamentals: Component Logging
After watching this video, you will be able to examine application log files and configure component logging levels.
-
Oracle Commerce: Platform Fundamentals: Custom Component Classes
After watching this video, you will be able to list the types of custom component classes and where they are used.
-
Oracle Commerce: Platform Fundamentals: Custom Component Java Code Structure
After watching this video, you will be able to describe how to reference custom components within a Java program.
-
Oracle Commerce: Platform Fundamentals: Creating a Java Class in Eclipse
After watching this video, you will be able to create a Java class in Eclipse, browse to find the superclass, and import classes and packages.
-
Oracle Commerce: Platform Fundamentals: JSP Overview
After watching this video, you will be able to describe the basics on the JSP syntax and use JSP tags.
-
Oracle Commerce: Platform Fundamentals: DSP Tag Library Declaration
After watching this video, you will be able to perform the steps needed for Eclipse to include the DSP and DSPEL tag libraries.
-
Data Modeling for Hadoop: HDFS Schema Design
After watching this video, you will be able to recognize important considerations when designing HDFS schema.
-
Data Modeling for Hadoop: HBase Schema Design
After watching this video, you will be able to recognize important points when designing HDFS schema.
-
Data Modeling for Hadoop: Introduction to Data Movement in Hadoop
After watching this video, you will be able to identify basic concepts of data movement in Hadoop.
-
Data Modeling for Hadoop: Data Ingestion Considerations in Hadoop
After watching this video, you will be able to list important factors that need to be considered for importing data into Hadoop.
-
Data Modeling for Hadoop: Data Ingestion Options in Hadoop
After watching this video, you will be able to identify tools and methods for moving data into Hadoop.
-
Data Modeling for Hadoop: What is a Data Stream?
After watching this video, you will be able to recognize characteristics of a data stream.
-
Data Modeling for Hadoop: What is Data Management?
After watching this video, you will be able to define data management.
-
Data Modeling for Hadoop: Introduction to Data Modeling in Hadoop
After watching this video, you will be able to recognize important data modeling concepts in Hadoop.
-
Data Modeling for Hadoop: Hadoop Data Storage Options
After watching this video, you will be able to identify important issues for storing data in Hadoop.
-
Oracle Database 12c Revisions: Creating Time and Event-based Jobs
After watching this video, you will be able to describe the creation of time and event-based jobs in the Oracle Database 12c.
-
Cassandra for SQL Developers: Cassandra Data Definition
After watching this video, you will be able to describe Casandra DDL commands and command syntax.
-
Cassandra for SQL Developers: The Cassandra Platform
After watching this video, you will be able to work with the Cassandra platform.
-
Cassandra for SQL Developers: The Cassandra cqlsh Utility
After watching this video, you will be able to work with the Cassandra cqlsh.
-
Cassandra for SQL Developers: Data Definition Language - Keyspaces
After watching this video, you will be able to work with Cassandra Keyspaces.
-
Cassandra for SQL Developers: Using Cassandra
After watching this video, you will be able to describe when and why Cassandra might be selected when developing new applications, or when considering the redesign of existing applications.
-
Cassandra for SQL Developers: Cassandra Operation
After watching this video, you will be able to describe the component architecture and operational characteristics of the Cassandra framework.
-
Cassandra for SQL Developers: Cassandra Data Modelling
After watching this video, you will be able to describe the Casandra data model, discuss the difference between the Casandra data model and the traditional relational model. Describe best practices for Cassandra data modelling.
-
Cassandra for SQL Developers: The Cassandra Query Language
After watching this video, you will be able to work with the fundamentals of the CQL syntax.
-
Cassandra for SQL Developers: The DISTINCT and COUNT keywords
After watching this video, you will be able to work with DISTINCT and COUNT.
-
Cassandra for SQL Developers: Cassandra Aggregates
After watching this video, you will be able to work with aggregates in Cassandra.
-
Cassandra for SQL Developers: Filtering Result Sets
After watching this video, you will be able to work with the WHERE clause and conjunction and comparison operators.
-
Cassandra for SQL Developers: Ordering Result Sets
After watching this video, you will be able to work with result set ordering.
-
Cassandra for SQL Developers: Cassandra Data Manipulation - UPDATE
After watching this video, you will be able to modify records.
-
Cassandra for SQL Developers: Cassandra Data Manipulation - DELETE
After watching this video, you will be able to delete records.
-
Cassandra for SQL Developers: Cassandra Data Manipulation - BATCH
After watching this video, you will be able to work with the BATCH command.
-
Cassandra for SQL Developers: The Cassandra SELECT Statement
After watching this video, you will be able to work with Cassandra SELECT.
-
Cassandra for SQL Developers: Cassandra Data Manipulation - INSERT
After watching this video, you will be able to insert records.
-
Cassandra for SQL Developers: Data Definition Language - Column Families
After watching this video, you will be able to work with Cassandra Tables (Column Families).
-
Cassandra for SQL Developers: Data Definition Language - Partitions
After watching this video, you will be able to work with Partitions.
-
Cassandra for SQL Developers: Developing Cassandra with Python
After watching this video, you will be able to configure the Python-Cassandra connection/session.
-
Cassandra for SQL Developers: Cassandra CRUD operations with Python
After watching this video, you will be able to performing CRUD operations using Python.
-
Cassandra for SQL Developers: Cassandra Administration and Development
After watching this video, you will be able to manage Cassandra roles and permissions, work with JSON and user-defined functions, and access Cassandra via a development framework: Java, Node.js, and Python.
-
Oracle Database 12c Revisions: Gathering Concurrent Statistics
After watching this video, you will be able to describe concurrent statistics gathering in the Oracle Database 12c.
-
Cassandra for SQL Developers: Developing Cassandra with Java
After watching this video, you will be able to configure the Java-Cassandra connection/session.
-
Cassandra for SQL Developers: Cassandra CRUD Operations with Java
After watching this video, you will be able to perform CRUD operations using Java.
-
Cassandra for SQL Developers: Developing Cassandra with Node.js
After watching this video, you will be able to configure the Node.js-Cassandra connection/session.
-
Cassandra for SQL Developers: Cassandra CRUD operations with Node.js
After watching this video, you will be able to performing CRUD operations using Node.js.
-
Cassandra for SQL Developers: Cassandra Role-based Access and Management
After watching this video, you will be able to describe management roles, and access and security control on Cassandra resources (objects).
-
Cassandra for SQL Developers: Create user LOGON, and PASSWORD
After watching this video, you will be able to design user security and access.
-
Cassandra for SQL Developers: Creating and Assigning Roles
After watching this video, you will be able to create and assign roles.
-
Cassandra for SQL Developers: Revoking Roles
After watching this video, you will be able to revoke roles.
-
Cassandra for SQL Developers: Simple Indexing
After watching this video, you will be able to work with single field indexing.
-
Cassandra for SQL Developers: Indexing Multiple Columns and Collections
After watching this video, you will be able to work compound indexes.
-
Cassandra for SQL Developers: Cassandra Architecture and Query Language
After watching this video, you will be able to work with live Cassandra and perform CRUD operations on a Cassandra Database.
-
Cassandra for SQL Developers: Cassandra System Table
After watching this video, you will be able to work with the Cassandra System table.
-
Cassandra for SQL Developers: Collections - List
After watching this video, you will be able to work with the List collection type.
-
Cassandra for SQL Developers: Collections - Map
After watching this video, you will be able to work with the Map collection type.
-
Cassandra for SQL Developers: Collections - Set
After watching this video, you will be able to work with Cassandra Collection constructs and the Set collection type.
-
Cassandra for SQL Developers: SELECT JSON command
After watching this video, you will be able to work with SELECT JSON.
-
Cassandra for SQL Developers: INSERT JSON command
After watching this video, you will be able to work with INSERT JSON.
-
Cassandra for SQL Developers: Using fromJson() and toJson()
After watching this video, you will be able to utilize the fromJson() and toJson() functions.
-
Cassandra for SQL Developers: Cassandra - Programmatic Support
After watching this video, you will be able to discuss developmental support of Cassandra, and create UDFs with JavaScript.
-
Cassandra for SQL Developers: User-defined Functions - JavaScript
After watching this video, you will be able to create UDFs with JavaScript.
-
Cassandra for SQL Developers: User-defined Functions - Java
After watching this video, you will be able to create UDFs with Java.
-
Cassandra for SQL Developers: Working with JSON Support
After watching this video, you will be able to discuss support for JSON in Cassandra.
-
Cassandra for SQL Developers: Grant Object Access Permissions
After watching this video, you will be able to design/grant user permissions on resources (objects).
-
Cassandra for SQL Developers: Revoke Object Access Permissions
After watching this video, you will be able to revoke user permissions on resources (objects).
-
Cassandra for SQL Developers: Manage Object Access
After watching this video, you will be able to use the LIST keyword to analyze roles and permissions.
-
Hadoop Ecosystem: YARN Configurations
After watching this video, you will be able to identify the standard configuration parameters to be changed for YARN.
-
Cassandra for SQL Developers: Cassandra Characteristics
After watching this video, you will be able to describe Cassandra and its operation characteristics.
-
Cassandra for SQL Developers: Cassandra vs. Relational SQL
After watching this video, you will be able to compare Cassandra with traditional SQL RDBMS, and describe the advantages of Cassandra NoSQL in the modern environment.
-
Cassandra for SQL Developers: Moving to Cassandra
After watching this video, you will be able to discuss the reasons and driver for migrating to Cassandra and considering Cassandra for new application development.
-
Hadoop Operations: Configuring Kerberos
After watching this video, you will be able to configure Kerberos.
-
Hadoop Operations: Examining Hadoop and Kerberos
After watching this video, you will be able to describe how to configure HDFS and YARN for use with Kerberos.
-
TIBCO Spotfire: Calculated Columns and Custom Expressions
After watching this video, you will be able to recognize differences between calculated columns and custom expressions.
-
TIBCO Spotfire: Color Rules
After watching this video, you will be able to define color rules.
-
TIBCO Spotfire: Color Schemes
After watching this video, you will be able to define color schemes.
-
TIBCO Spotfire: Applying Custom Expressions
After watching this video, you will be able to recognize how to apply custom expressions.
-
TIBCO Spotfire: Creating Dynamic Pivots
After watching this video, you will be able to recognize how to create dynamic pivots using cross tables.
-
TIBCO Spotfire: Using Hierarchical Nodes in Custom Expressions
After watching this video, you will be able to recognize nodes in custom expressions.
-
TIBCO Spotfire: Combining Different Tables
After watching this video, you will be able to bring different tables in a single visualization.
-
TIBCO Spotfire: Heat Maps
After watching this video, you will be able to recognize how to visualize multidimensional data using heat maps.
-
TIBCO Spotfire: Parallel Coordinate Plots
After watching this video, you will be able to use parallel coordinate plots in Spotfire.
-
TIBCO Spotfire: Using Box and Whisker Plots
After watching this video, you will be able to visualize measures using box and whisker plots in Spotfire.
-
TIBCO Spotfire: Summary Tables
After watching this video, you will be able to recognize how to summarize statistical outputs using summary tables.
-
TIBCO Spotfire: Implement the Core Functionality
After watching this video, you will be able to recognize the core functionality of Spotfire.
-
TIBCO Spotfire: Reference Lines, Fitted Curves, and Error Bars
After watching this video, you will be able to annotate visualizations using reference lines, fitted curves, and error bars.
-
TIBCO Spotfire: Data Transformations in Spotfire
After watching this video, you will be able to define data transformations in Spotfire.
-
QlikView: Aggregate Functions
After watching this video, you will be able to identify and use aggregate functions.
-
QlikView: Conditional Functions
After watching this video, you will be able to identify and use conditional functions.
-
QlikView: Script Logging
After watching this video, you will be able to use the TRACE statement in your script.
-
QlikView: TOTAL Qualifier
After watching this video, you will be able to use TOTAL qualifier in QlikView.
-
QlikView: Designing Effective Visualizations
After watching this video, you will be able to design effective visualizations.
-
QlikView: Affordances
After watching this video, you will be able to use affordances.
-
QlikView: Operators
After watching this video, you will be able to use operators in QlikView.
-
QlikView: Securing Your Application
After watching this video, you will be able to secure your application.
-
QlikView: Section Access
After watching this video, you will be able to use section access.
-
QlikView: Visualization and Analysis
After watching this video, you will be able to identify visualization and analysis.
-
QlikView: User-centered Designs
After watching this video, you will be able to utilize user-centered design in QlikView.
-
QlikView: Creating Dashboards
After watching this video, you will be able to create dashboards in QlikView.
-
QlikView: Dashboard Functionality
After watching this video, you will be able to utilize the functionality of the dashboard.
-
QlikView: Extracting Metadata
After watching this video, you will be able to extract metadata.
-
QlikView: Metadata Management
After watching this video, you will be able to manage metadata.
-
QlikView: Dashboard, Analysis, and Reporting (DAR)
After watching this video, you will be able to use the DAR methodology.
-
QlikView: Alternate and Inherited States
After watching this video, you will be able to work with alternate and inherited states.
-
QlikView: Comparative Analysis
After watching this video, you will be able to analyze data using comparative analysis.
-
QlikView: Scripting in QlikView
After watching this video, you will be able to create and use scripts in QlikView.
-
QlikView: Table Files Wizard
After watching this video, you will be able to use table files wizard.
-
QlikView: Use QlikView for ETL and Data Governance
After watching this video, you will be able to Perform ETL and implement data governance in QlikView.
-
QlikView: Scripting Best Practices
After watching this video, you will be able to identify scripting best practices.
-
QlikView: Loading Data Using QlikView
After watching this video, you will be able to load data using QlikView.
-
QlikView: QlikView Connect
After watching this video, you will be able to work with QlikView Connect.
-
QlikView: Extracting Data Using QlikView
After watching this video, you will be able to extract data using QlikView.
-
QlikView: Transforming Data Using QlikView
After watching this video, you will be able to transform data using QlikView.
-
QlikView: QlikView Datamarket
After watching this video, you will be able to work with QlikView Datamarket.
-
QlikView: Concepts of Data Governance
After watching this video, you will be able to utilize the concepts of data governance.
-
QlikView: Implement Data Governance
After watching this video, you will be able to understand how to implement data governance.
-
QlikView: What is Metadata?
After watching this video, you will be able to understand metadata.
-
QlikView: Add Descriptive Metadata to Field Names
After watching this video, you will be able to establish descriptive metadata in field names in QlikView.
-
QlikView: Data Governance Dashboard
After watching this video, you will be able to work with the data governance dashboard.
-
QlikView: Managing Profiles
After watching this video, you will be able to manage profiles.
-
QlikView: QlikView Data Modeling
After watching this video, you will be able to demonstrate the best practices used when creating a QlikView data model.
-
QlikView: Extract, Transform, and Load (ETL)
After watching this video, you will be able to identify ETL best practices.
-
QlikView: Surrogate Keys
After watching this video, you will be able to create surrogate keys.
-
QlikView: Dimensional Design Process
After watching this video, you will be able to use the 4-step dimensional design process.
-
TIBCO Spotfire: Pie Chart Visualization
After watching this video, you will be able to define proportions using a pie chart visualization.
-
TIBCO Spotfire: Spotfire Filters
After watching this video, you will be able to recognize Spotfire filter concepts.
-
TIBCO Spotfire: Spotfire Marking
After watching this video, you will be able to recognize Spotfire Marking concept.
-
TIBCO Spotfire: Line Chart Visualization
After watching this video, you will be able to recognize line chart visualization concepts.
-
TIBCO Spotfire: Understanding Hierarchical Relationships
After watching this video, you will be able to define various hierarchical relationships.
-
TIBCO Spotfire: Customizing Filter Panels
After watching this video, you will be able to configure filter panels.
-
TIBCO Spotfire: Relationships Using Scatterplots
After watching this video, you will be able to build relationships in Spotfire using scatterplots.
-
TIBCO Spotfire: Bar Charts
After watching this video, you will be able to recognize Spotfire bar chart visualizations.
-
TIBCO Spotfire: Visualizations Using Trellis Grid
After watching this video, you will be able to work with visualizations across a Trellis Grid.
-
TIBCO Spotfire: Color Categorization
After watching this video, you will be able to recognize color categorization with visualizations.
-
QlikView: QlikView Scalability
After watching this video, you will be able to use QlikView scalability.
-
TIBCO Spotfire: Importing Files into Spotfire
After watching this video, you will be able to import various files into Spotfire.
-
TIBCO Spotfire: Spotfire Inbuilt Filters
After watching this video, you will be able to using Spotfire inbuilt filters.
-
QlikView: Use QlikView to Deploy your Application
After watching this video, you will be able to use QlikView to deploy your application.
-
TIBCO Spotfire: Key Data Concepts
After watching this video, you will be able to recognize key data concepts necessary for using Spotfire.
-
TIBCO Spotfire: Basic SQL Concepts
After watching this video, you will be able to recognize basic SQL concepts used in Spotfire.
-
TIBCO Spotfire: Tabular Visualization
After watching this video, you will be able to display information in tabular form.
-
TIBCO Spotfire: Linking Data in Spotfire
After watching this video, you will be able to recognize data relationships and linking data into Spotfire.
-
TIBCO Spotfire: Setting Up Connections with ODBC
After watching this video, you will be able to configure a connection with an ODBC driver.
-
QlikView: Scaling by Data and Users
After watching this video, you will be able to scale by data and users.
-
QlikView: Scaling Applications and Application Design
After watching this video, you will be able to scale applications and application design.
-
QlikView: CAL Types
After watching this video, you will be able to identify the different client access license types.
-
QlikView: QlikView Architecture
After watching this video, you will be able to work with QlikView architecture.
-
QlikView: Performance Tuning Techniques
After watching this video, you will be able to recognize performance techniques in QlikView.
-
QlikView: Test Data
After watching this video, you will be able to use test data to test your application.
-
QlikView: Use QlikView Server
After watching this video, you will be able to use QlikView Server.
-
QlikView: QlikView Resource Usage
After watching this video, you will be able to manage QlikView resource usage.
-
QlikView: Direct Discovery
After watching this video, you will be able to use direct discovery.
-
QlikView: Load Testing with JMeter
After watching this video, you will be able to perform load tests with Jmeter.
-
QlikView: QlikView Data Storage
After watching this video, you will be able to work with QlikView data storage.
-
QlikView: Improving Performance
After watching this video, you will be able to improve the performance of your application.
-
QlikView: Use QlikView Macros and Triggers
After watching this video, you will be able to use macros and triggers.
-
QlikView: Types of Security
After watching this video, you will be able to identify the different types of security.
-
QlikView: Access Control
After watching this video, you will be able to identify access control.
-
QlikView: Hidden Script
After watching this video, you will be able to create a hidden script.
-
QlikView: Use Scripting in QlikView
After watching this video, you will be able to use QlikView expressions.
-
QlikView: Install Qlik Deployment Framework (QDF)
After watching this video, you will be able to Install Qlik deployment framework (QDF).
-
QlikView: Inherited Access Restrictions
After watching this video, you will be able to use inherited access restrictions.
-
QlikView: Encryption
After watching this video, you will be able to use QlikView encryption.
-
QlikView: QlikView Set Analysis
After watching this video, you will be able to use set analysis.
-
QlikView: Client Access Licenses (CALS)
After watching this video, you will be able to work with client access licenses.
-
QlikView: QlikView Development Life Cycle
After watching this video, you will be able to identify the development life cycle.
-
QlikView: QlikView Publisher
After watching this video, you will be able to use QlikView publisher.
-
TIBCO Spotfire: Data Merging
After watching this video, you will be able to recognize how to merge data in Spotfire.
-
TIBCO Spotfire: Pivot and Unpivot
After watching this video, you will be able to recognize how to pivot and unpivot data structures.
-
TIBCO Spotfire: Introducing the Data Panel Tool
After watching this video, you will be able to provide an introduction to the data panel tool in Spotfire.
-
TIBCO Spotfire: Creating Metrics with Calculated Columns
After watching this video, you will be able to provide an overview of how to create metrics with calculated columns.
-
TIBCO Spotfire: Data Manipulations Using In-database Analytics
After watching this video, you will be able to provide an example of in-database analytics.
-
TIBCO Spotfire: The Library Administration Interface
After watching this video, you will be able to recognize the Administration Interface Library in Spotfire.
-
TIBCO Spotfire: Introducing System Monitoring Tools
After watching this video, you will be able to recognize key monitoring tools in Spotfire.
-
TIBCO Spotfire: Dimensional Hierarchies and Hierarchical Nodes
After watching this video, you will be able to recognize dimensional hierarchies and hierarchical nodes.
-
TIBCO Spotfire: Information Designer - Quick Tour
After watching this video, you will be able to provide a high-level overview of Information Designer in Spotfire.
-
TIBCO Spotfire: Automating Tasks with Spotfire
After watching this video, you will be able to provide an overview of the various ways to automate tasks in Spotfire.
-
TIBCO Spotfire: Spotfire Lists
After watching this video, you will be able to use Spotfire Lists.
-
TIBCO Spotfire: Spotfire Bookmarks
After watching this video, you will be able to recognize how to configure bookmarks.
-
TIBCO Spotfire: Property Controls and Summary Information
After watching this video, you will be able to provide details and control using property controls and summary information.
-
TIBCO Spotfire: Spotfire Tags
After watching this video, you will be able to use Spotfire Tags.
-
TIBCO Spotfire: Spotfire Core Components
After watching this video, you will be able to recognize various core Spotfire components.
-
TIBCO Spotfire: Spotfire Administrator - Quick Tour
After watching this video, you will be able to provide a high-level overview of Spotfire Administrator.
-
TIBCO Spotfire: Spotfire's Document Property
After watching this video, you will be able to recognize Spotfire document properties.
-
TIBCO Spotfire: Spotfire's Text Area
After watching this video, you will be able to recognize how to frame analysis using text areas.
-
TIBCO Spotfire: Enhance Experience with Graphical Tables
After watching this video, you will be able to use graphical tables to enhance experience.
-
TIBCO Spotfire: Exercise: Work with Data and Spotfire
After watching this video, you will be able to recognize how Spotfire can benefit in optimizing visualizations.
-
Microsoft SQL Server 2016: Multiple Instances of SQL Server
After watching this video, you will be able to describe the three approaches you can use to manage memory when running multiple instances of the database engine.
-
Microsoft SQL Server 2016: SQL Server Management Studio Memory Management
After watching this video, you will be able to demonstrate how to configure memory options including min server memory and max server memory.
-
Microsoft SQL Server 2016: Configuring and Viewing Memory Using T-SQL
After watching this video, you will be able to demonstrate how to configure and view memory options using T-SQL.
-
Microsoft SQL Server 2016: SQL Server Operators
After watching this video, you will be able to describe the role of operators in SQL Server 2016.
-
Microsoft SQL Server 2016: Creating an Operator in SQL Server 2016
After watching this video, you will be able to demonstrate how to create an operator in SQL Server 2016.
-
Microsoft SQL Server 2016: Deleting an Operator in SQL Server 2016
After watching this video, you will be able to perform the necessary steps to delete an operator in SQL Server 2016.
-
Microsoft SQL Server 2016: Viewing Operator Information
After watching this video, you will be able to access and view operator information in SQL Server 2016.
-
Microsoft SQL Server 2016: Designating a Fail-safe Operator
After watching this video, you will be able to demonstrate how to designate a fail-safe operator in SQL Server 2016.
-
Microsoft SQL Server 2016: Configuring Operator Availability
After watching this video, you will be able to demonstrate how to configure operator availability in SQL Server 2016.
-
Microsoft SQL Server 2016: Editing an Existing Operator
After watching this video, you will be able to edit an existing operator in SQL Server 2016.
-
Microsoft SQL Server 2016:: Configure Encryption in Azure SQL
After watching this video, you will be able to configure encryption for Azure SQL Databases.
-
Microsoft SQL Server 2016: Elastic Database Pools
After watching this video, you will be able to configure elastic database pools to scale resources automatically.
-
Microsoft SQL Server 2016: Configuring the Database Scope
After watching this video, you will be able to configure the database scope in SQL Server 2016.
-
Microsoft SQL Server 2016: Evaluate Database Performance
After watching this video, you will be able to describe how to evaluate and tune database performance.
-
Microsoft SQL Server 2016: Changing Service Tiers
After watching this video, you will be able to demonstrate how to improve performance by changing service tiers.
-
Microsoft SQL Server 2016: Configuring Availability Sets for Redundancy
After watching this video, you will be able to demonstrate how to configure multiple VMs in an availability set for redundancy.
-
Microsoft SQL Server 2016: Configuring Application Tiers
After watching this video, you will be able to configure each application tier into separate availability sets for redundancy.
-
Microsoft SQL Server 2016: Data Compression
After watching this video, you will be able to explain how using data compression reduces overall I/O.
-
Microsoft SQL Server 2016: Microsoft Azure Platform Events
After watching this video, you will be able to describe the different types of platform events that can affect the availability of VMs.
-
Microsoft SQL Server 2016: Microsoft Azure VM Wizard
After watching this video, you will be able to migrate data using the Microsoft Azure VM wizard.
-
Microsoft SQL Server 2016: Connection Strings
After watching this video, you will be able to explain the role of connection strings.
-
Microsoft SQL Server 2016: Azure Load Balancer
After watching this video, you will be able to describe the benefits of combining Azure load balancer with availability sets.
-
Microsoft SQL Server 2016: Multiple Storage Accounts
After watching this video, you will be able to configure multiple storage accounts for each availability set.
-
Microsoft SQL Server 2016: VM Disk Options
After watching this video, you will be able to explain how to effectively tune data disks in Azure.
-
Microsoft SQL Server 2016: VM Disk Caching
After watching this video, you will be able to describe how VM disk caching works.
-
Microsoft SQL Server 2016: Creating and Starting the Pipeline
After watching this video, you will be able to demonstrate how to define, create, and start the pipeline.
-
Microsoft SQL Server 2016: Manage Data using Azure Data Factory
After watching this video, you will be able to manage data using the Azure Data Factory.
-
Microsoft SQL Server 2016: Microsoft Azure Import/Export Service
After watching this video, you will be able to explain the Microsoft Azure import/export service.
-
Microsoft SQL Server 2016: Benchmarking Overview
After watching this video, you will be able to describe the benefits of generating benchmark data.
-
Microsoft SQL Server 2016: Backing Up to a File and URL
After watching this video, you will be able to describe alternative deployment options such as backing up to a file and URL.
-
Microsoft SQL Server 2016: AZCopy Command-line Utility
After watching this video, you will be able to demonstrate how to detach and copy to URL and attach from URL using the AZCopy command-line utility.
-
Microsoft SQL Server 2016: Running IOMeter Tests
After watching this video, you will be able to demonstrate how to use the IOMeter tool to gather benchmark data.
-
Microsoft SQL Server 2016: FIO Tool
After watching this video, you will be able to explain how the FIO tool can be used to gather benchmark data on Azure VMs.
-
Microsoft SQL Server 2016: Cache Warming
After watching this video, you will be able to explain why it is important to perform cache warming prior to gathering benchmark data.
-
Microsoft SQL Server 2016: IOMeter Tool
After watching this video, you will be able to describe the Iometer tool and how it can be used to gather benchmark data.
-
Microsoft SQL Server 2016: Azure VM Deployment Wizard
After watching this video, you will be able to demonstrate how to use the Azure VM deployment wizard.
-
Microsoft SQL Server 2016: Microsoft Azure Database Wizard
After watching this video, you will be able to demonstrate how to migrate a SQL Server database using the Microsoft Azure database wizard.
-
Microsoft SQL Server 2016: Compatibility Testing
After watching this video, you will be able to recognize the tools available to test for SQL Database compatibility.
-
Microsoft SQL Server 2016: Migrating Non-SQL Server Databases
After watching this video, you will be able to describe how to migrate a non-SQL Server database.
-
Microsoft SQL Server 2016: Azure Data Factory
After watching this video, you will be able to explain the Azure data factory.
-
Microsoft SQL Server 2016: Comparing Migration Methods
After watching this video, you will be able to describe tools used to fix issues detected during a database migration.
-
Microsoft SQL Server 2016: Creating a BACPAC File
After watching this video, you will be able to demonstrate how to create a BACPAC file to use in a database migration.
-
Microsoft SQL Server 2016: Creating Linked Services
After watching this video, you will be able to create linked services that connect to data sources in Azure data factory.
-
Microsoft SQL Server 2016: Creating Tables to Access Datasets
After watching this video, you will be able to define and create tables to specify how to access datasets.
-
Microsoft SQL Server 2016: Data Transformation Activities
After watching this video, you will be able to describe the data transformation activities supported by Azure data factory.
-
Microsoft SQL Server 2016: Installing the Data Management Gateway
After watching this video, you will be able to demonstrate how to install the data management gateway.
-
Microsoft SQL Server 2016: Assigning Alerts to an Operator in SQL Server 2016
After watching this video, you will be able to assign alerts to an operator in SQL Server 2016.
-
Microsoft SQL Server 2016: Managing Alerts in SQL Server 2016
After watching this video, you will be able to manage alerts in SQL Server 2016.
-
Microsoft SQL Server 2016: Monitoring Metrics
After watching this video, you will be able to configure alerts based on monitoring metrics in SQL Server 2016.
-
Microsoft SQL Server 2016: Creating an Alert Rule on a Metric
After watching this video, you will be able to create an alert rule on a metric within the Azure portal.
-
Microsoft SQL Server 2016: Architectural Considerations
After watching this video, you will be able to recognize the architectural considerations that influence choosing between a single vs multi tenant.
-
Microsoft SQL Server 2016: Multiple Tenant Considerations
After watching this video, you will be able to explain considerations, such as economic, security, tenant, relating to multiple tenants.
-
Microsoft SQL Server 2016: Single Tenant vs Multi Tenant
After watching this video, you will be able to explain the difference between single tenant and multi tenant data architectures.
-
Microsoft SQL Server 2016: Deploying Applications to Azure SQL Database
After watching this video, you will be able to demonstrate how to manage deployments that support multiple tenants.
-
Microsoft SQL Server 2016: Migrating a Database Overview
After watching this video, you will be able to recognize the various steps and considerations involved with migrating on-premise SQL Server databases to Azure.
-
Microsoft SQL Server 2016: Managing Multi-tenant Data
After watching this video, you will be able to describe how to manage multi-tenant data in SQL Server 2016.
-
Microsoft SQL Server 2016: Isolating Tenant Data
After watching this video, you will be able to describe the benefits of partitioning and isolating tenant data.
-
QlikView: Normalizing and Denormalizing Dimensions
After watching this video, you will be able to identify normalizing and denormalizing dimensions.
-
QlikView: Conformed Dimensions
After watching this video, you will be able to work with conformed dimensions.
-
QlikView: Fact Table
After watching this video, you will be able to use fact tables.
-
QlikView: Null Values
After watching this video, you will be able to recognize null values.
-
QlikView: Optimized QVD Loads
After watching this video, you will be able to optimize QVD Loads.
-
QlikView: Mapping Loads
After watching this video, you will be able to use mapping statements.
-
QlikView: What is Dimensional Modeling
After watching this video, you will be able to work with dimensional models.
-
QlikView: Dimension Table
After watching this video, you will be able to use dimension tables.
-
QlikView: Entity Relationship Diagrams
After watching this video, you will be able to use entity relationship diagrams (ERD).
-
QlikView: Transactional Table
After watching this video, you will be able to use transactional tables.
-
QlikView: Table Concatenation
After watching this video, you will be able to recognize when to use concatenation.
-
QlikView: Synthetic Keys and Synthetic Tables
After watching this video, you will be able to identify synthetic keys and synthetic tables.
-
QlikView: Using QlikView Table Viewer
After watching this video, you will be able to work with QlikView table viewer.
-
QlikView: Joining and Linking Tables
After watching this video, you will be able to use joining and linking tables.
-
QlikView: Circular References
After watching this video, you will be able to identify circular references.
-
Microsoft SQL Server 2016: Migration Methods
After watching this video, you will be able to describe the primary migration methods available when migrating to Azure VMs.
-
QlikView: Data Modeling in QlikView
After watching this video, you will be able to identify the different data modeling types and their characteristics.
-
QlikView: Using QlikView Script Editor
After watching this video, you will be able to work with and understand the QlikView script editor.
-
Microsoft SQL Server 2016: Azure VMs and Cloud Services
After watching this video, you will be able to describe the 2-tier and 3-tier using the Azure VMs and Cloud services application pattern.
-
Microsoft SQL Server 2016: N-Tier Hybrid
After watching this video, you will be able to explain the N-Tier hybrid application pattern.
-
Microsoft SQL Server 2016: Business Tier Scale Out
After watching this video, you will be able to describe the business tier scale out application pattern.
-
Microsoft SQL Server 2016: High Availability and Disaster Recovery
After watching this video, you will be able to describe the 2-tier and 3-tier presentation and business tiers scale out and HADR application pattern.
-
Microsoft SQL Server 2016: Create a Traffic Manager Profile
After watching this video, you will be able to demonstrate how to create a traffic manager profile.
-
Microsoft SQL Server 2016: Optimize Performance in SQL Server 2016
After watching this video, you will be able to optimize SQL Server 2016 database performance.
-
Microsoft SQL Server 2016: 3-Tier: Multiple Virtual Machine
After watching this video, you will be able to explain the 3-tier application pattern.
-
Microsoft SQL Server 2016: Presentation Tier Scale Out
After watching this video, you will be able to explain the presentation tier scale out application pattern.
-
Microsoft SQL Server 2016: Performance Traffic Routing
After watching this video, you will be able to explain the performance traffic routing method.
-
Microsoft SQL Server 2016: 1-Tier: Single Virtual Machine
After watching this video, you will be able to describe the 1-tier application pattern.
-
Microsoft SQL Server 2016: Retry Logic
After watching this video, you will be able to develop application retry connection logic.
-
Microsoft SQL Server 2016: Load Balancer
After watching this video, you will be able to describe the different options for distributing network traffic using Azure.
-
Microsoft SQL Server 2016: Explicit Storage Endpoint
After watching this video, you will be able to create a connection string to an explicit storage endpoint.
-
Microsoft SQL Server 2016: Parsing Connection Strings
After watching this video, you will be able to parse a connection string from a configuration file.
-
Microsoft SQL Server 2016: Weighted Traffic Routing
After watching this video, you will be able to explain the weighted traffic routing method.
-
Microsoft SQL Server 2016: Traffic Manager Overview
After watching this video, you will be able to describe the traffic manager feature found in Azure.
-
Microsoft SQL Server 2016: Priority Traffic Routing
After watching this video, you will be able to explain the priority traffic routing method.
-
Microsoft SQL Server 2016: Connection Strings for Azure Storage Accounts
After watching this video, you will be able to demonstrate how to create connection strings for Azure storage accounts.
-
Microsoft SQL Server 2016: Shared Access Signatures
After watching this video, you will be able to create a connection string using a shared access signature.
-
Microsoft SQL Server 2016: Storing Connection Strings
After watching this video, you will be able to describe the use of connection strings in Azure.
-
Predictive Analytics: Other Advanced Predictive Analytics Models
After watching this video, you will be able to identify key features of classification trees, neural networks, support vector machines, and Bayesian networks.
-
Predictive Analytics: What is Predictive Analytics?
After watching this video, you will be able to recognize what predictive analytics is, the types of models used, and what its goals are.
-
Predictive Analytics: Shedding Light with Predictive Analytics
After watching this video, you will be able to recognize what types of questions are answered by predictive analytics and who uses it.
-
Predictive Analytics: Big Data Considerations and Sources
After watching this video, you will be able to recognize the considerations of using big data and what the sources are.
-
Predictive Analytics: Time Series, Uplift, and Logistic Models
After watching this video, you will be able to identify key features of time series, uplift, and logistic models.
-
Predictive Analytics: Features of Predictive Analytics Models
After watching this video, you will be able to identify key features of predictive analytics.
-
Predictive Analytics: Big Data
After watching this video, you will be able to recognize key features of big data.
-
Predictive Analytics: Predictive Analytics vs. Traditional BI
After watching this video, you will be able to recognize key differences between predictive analytics and traditional business intelligence.
-
Predictive Analytics: Sales, Marketing, and Operations
After watching this video, you will be able to illustrate a marketing or sales application of predictive analytics.
-
Predictive Analytics: Data Warehousing and Data Marts
After watching this video, you will be able to recognize the important features of data warehousing and marts.
-
Predictive Analytics: Relational Database Management System and Hadoop
After watching this video, you will be able to identify key features of relational database management system (RDBMS) and Hadoop.
-
Predictive Analytics: Common Data Sources
After watching this video, you will be able to identify common sources of data.
-
Predictive Analytics: Extract, Transform, and Load Data
After watching this video, you will be able to recognize key concepts of extracting, transforming, and loading data.
-
Predictive Analytics: Data Collection Considerations
After watching this video, you will be able to identify important aspects of data collection.
-
Predictive Analytics: Data Collection Strategy
After watching this video, you will be able to recognize elements of data collection strategy.
-
Predictive Analytics: Data Exploration Objectives
After watching this video, you will be able to recognize various ways exploration helps in understanding data.
-
Predictive Analytics: Prescriptive Data Analytics
After watching this video, you will be able to recognize key features of prescriptive analytics.
-
Predictive Analytics: What Is Data Mining?
After watching this video, you will be able to recognize key features of data mining.
-
Predictive Analytics: Data Exploration Roadmap
After watching this video, you will be able to list key steps in the data exploration roadmap.
-
Predictive Analytics: Descriptive Data Analytics
After watching this video, you will be able to recognize key features of descriptive analytics.
-
Predictive Analytics: Correlation and Predictive Analytics
After watching this video, you will be able to recognize how correlation is used in predictive analytics.
-
Predictive Analytics: Correlation and Causation
After watching this video, you will be able to recognize when correlation indicates causation and when it doesn't.
-
Predictive Analytics: Multivariate Analysis: Testing Goodness-of-Fit
After watching this video, you will be able to determine if a data sample is representative of the data population.
-
Predictive Analytics: Overview of Correlation
After watching this video, you will be able to identify key features of correlation.
-
Predictive Analytics: Statistical Significance of Correlation
After watching this video, you will be able to distinguish between statistical versus practical significance.
-
Predictive Analytics: Introduction to Regression Analysis
After watching this video, you will be able to recognize the role of regression in predictive analytics.
-
Predictive Analytics: Best Fit and Residual Analysis
After watching this video, you will be able to identify how the predictive power of a model can be assessed using the r-squared metric.
-
Predictive Analytics: Choosing Predictive Data
After watching this video, you will be able to identify what data is valuable for prediction.
-
Predictive Analytics: Timing and Quantity of Data
After watching this video, you will be able to recognize the different data time frames and quantity of data needed to build predictive models.
-
Predictive Analytics: Logistic Regression for Predictive Analytics
After watching this video, you will be able to recognize key features of logistic regression.
-
Predictive Analytics: Identify the Regression Technique
After watching this video, you will be able to identify the correct regression technique to use in a given situation.
-
Predictive Analytics: Data Measurement Scales
After watching this video, you will be able to recognize features of data measurement scales.
-
Predictive Analytics: Descriptive vs. Inferential Statistics
After watching this video, you will be able to recognize features of descriptive and inferential statistics.
-
Predictive Analytics: Predictive Analytics and Statistics
After watching this video, you will be able to recognize the role of statistics in predictive analytics.
-
Predictive Analytics: Types of Data
After watching this video, you will be able to recognize attributes of qualitative, quantitative, discrete, and continuous data.
-
Predictive Analytics: Conditional Probability and Bayes Rule
After watching this video, you will be able to apply Bayes theorem in a given situation.
-
Predictive Analytics: Probability Overview and Probabilistic Events
After watching this video, you will be able to recognize basic features of probability and the types of probabilistic events.
-
Predictive Analytics: Addition and Multiplication Rules
After watching this video, you will be able to apply addition and multiplication rules for a probabilistic event.
-
Predictive Analytics: Univariate Analysis: CI for Hypothesis Testing
After watching this video, you will be able to recognize how confidence intervals (CI) are used for hypothesis testing.
-
Predictive Analytics: Multivariate Analysis: Testing for Differences
After watching this video, you will be able to recognize key features of testing for differences in mean and testing for differences in proportion.
-
Predictive Analytics: Permutations and Combinations
After watching this video, you will be able to distinguish between permutations and combinations.
-
Predictive Analytics: Univariate Analysis: Minimizing the Margin of Error
After watching this video, you will be able to recognize how to reduce the margin of error.
-
Predictive Analytics: Government and Crime Prevention
After watching this video, you will be able to illustrate a government or academia application of predictive analytics.
-
Predictive Analytics: The Predictive Analytics Project
After watching this video, you will be able to list features of a predictive analytics project.
-
Predictive Analytics: Banking and Insurance
After watching this video, you will be able to illustrate a banking or insurance application of predictive analytics.
-
Predictive Analytics: Technology and Healthcare
After watching this video, you will be able to illustrate a technology or healthcare application of predictive analytics.
-
Predictive Analytics: Collecting and Preparing Data
After watching this video, you will be able to recognize important considerations for preparing data to build a model.
-
Predictive Analytics: Building and Training a Predictive Model
After watching this video, you will be able to outline the process of building and training a predictive model.
-
Predictive Analytics: Identifying Project Stakeholders and Roles
After watching this video, you will be able to identify project stakeholders and roles.
-
Predictive Analytics: Project Requirements and Considerations
After watching this video, you will be able to identify predictive analytics and project considerations.
-
Predictive Analytics: Monitoring Model Usefulness and Applying Knowledge
After watching this video, you will be able to recognize important considerations for model usefulness and key features of knowledge application.
-
Predictive Analytics: Identify the Type of Analytics
After watching this video, you will be able to recognize the type of analytics presented in examples.
-
Predictive Analytics: Predictive Analytics Implementation
After watching this video, you will be able to identify key considerations and tools for predictive analytics implementation.
-
TIBCO Spotfire: TIBCO's Event Analytics
After watching this video, you will be able to recognize various event analytics.
-
TIBCO Spotfire: Spotfire Data Connectors
After watching this video, you will be able to define spotfire data connectors.
-
TIBCO Spotfire: Adding JavaScript
After watching this video, you will be able to add JavaScript to Spotfire.
-
TIBCO Spotfire: Spotfire Mobile Metrics
After watching this video, you will be able to recognize the various Spotfire mobile metrics.
-
TIBCO Spotfire: Work with Scripting in Spotfire
After watching this video, you will be able to use complex scripting with Spotfire.
-
TIBCO Spotfire: Manipulating Colors
After watching this video, you will be able to recognize methods in manipulating colors.
-
TIBCO Spotfire: Manipulating Filters
After watching this video, you will be able to recognize methods in manipulating filters.
-
TIBCO Spotfire: Manipulating a Page
After watching this video, you will be able to recognize methods in manipulating a page.
-
TIBCO Spotfire: Manipulating Visualization Properties
After watching this video, you will be able to recognize methods in manipulating visualization properties.
-
TIBCO Spotfire: Manipulating Preloaded Data
After watching this video, you will be able to use preloaded data in Spotfire.
-
TIBCO Spotfire: Adding Data to an Analysis
After watching this video, you will be able to add data to an analysis in Spotfire.
-
TIBCO Spotfire: Spotfire Metadata
After watching this video, you will be able to recognize metadata sets in Spotfire.
-
TIBCO Spotfire: Self-service Analytics Example
After watching this video, you will be able to provide an example of self-service analytics.
-
TIBCO Spotfire: TIBCO Enterprise Runtime for R
After watching this video, you will be able to define and provide an overview of TERR.
-
TIBCO Spotfire: Building a Guided Analysis
After watching this video, you will be able to build a guided analysis in Spotfire.
-
TIBCO Spotfire: Configuring Business Rules
After watching this video, you will be able to configure basic rules for Spotfire analysis.
-
TIBCO Spotfire: Feature Layers
After watching this video, you will be able to use a feature layer in Spotfire.
-
TIBCO Spotfire: Adding Web Map Service Data
After watching this video, you will be able to recognize how to add web map service data.
-
TIBCO Spotfire: Export and Publish
After watching this video, you will be able to recognize how to export and publish data visualizations.
-
TIBCO Spotfire: Mapping Chart Layers
After watching this video, you will be able to recognize the concept of mapping chart layers.
-
TIBCO Spotfire: Creating a Spatial Visualization
After watching this video, you will be able to recognize how to create a spatial visualization.
-
TIBCO Spotfire: Coordinate Reference Systems
After watching this video, you will be able to recognize how coordinate reference systems are used in Spotfire.
-
TIBCO Spotfire: Use Data Combinations in Spotfire
After watching this video, you will be able to recognize various visualizations and combinations.
-
TIBCO Spotfire: .Net Assemblies
After watching this video, you will be able to recognize useful .net assemblies.
-
TIBCO Spotfire: Spotfire and Scripting
After watching this video, you will be able to recognize methods in scripting with Spotfire.
-
TIBCO Spotfire: IronPython Introduction
After watching this video, you will be able to define IronPython.
-
TIBCO Spotfire: Spotfire API
After watching this video, you will be able to recognize the benefit of Spotfire API.
-
Microsoft SQL Server 2016: Transparent Data Encryption
After watching this video, you will be able to describe Transparent Data Encryption and the keys used for encrypting and decrypting data.
-
Microsoft SQL Server 2016: Using Transparent Data Encryption
After watching this video, you will be able to use Transparent Data Encryption.
-
Microsoft SQL Server 2016: Configure Connection Encryption
After watching this video, you will be able to enable encrypted connections to a database.
-
Microsoft SQL Server 2016: Troubleshooting Encryption
After watching this video, you will be able to troubleshoot encryption.
-
Microsoft SQL Server 2016: Using Encryption in SQL Server 2016
After watching this video, you will be able to configure encryption in SQL Server 2016.
-
Microsoft SQL Server 2016: Encryption with Azure SQL Database
After watching this video, you will be able to describe support and limitations for encryption with Azure SQL Database.
-
Microsoft SQL Server 2016: Backup Encryption
After watching this video, you will be able to describe the benefits, requirements, restrictions, methods, and recommended practices for backup encryption.
-
Microsoft SQL Server 2016: Creating an Encrypted Backup
After watching this video, you will be able to create an encrypted backup.
-
Microsoft SQL Server 2016: Cell-level Encryption
After watching this video, you will be able to recognize the purpose of cell-level encryption and how to use Transact-SQL and symmetric encryption to configure it.
-
Microsoft SQL Server 2016: Always Encrypted
After watching this video, you will be able to describe the features and limitations of Always Encrypted.
-
Microsoft SQL Server 2016: Using the Always Encrypted Wizard
After watching this video, you will be able to use the Always Encrypted Wizard.
-
Microsoft SQL Server 2016: Configuring Always Encrypted Using SSMS
After watching this video, you will be able to configure Always Encrypted using SQL Server Management Studio.
-
Microsoft SQL Server 2016: Configuring Always Encrypted Using PowerShell
After watching this video, you will be able to configure Always Encrypted using PowerShell.
-
Microsoft SQL Server 2016: Encryption Features
After watching this video, you will be able to describe the encryption features supported in SQL Server 2016.
-
Microsoft SQL Server 2016: Managing SQL Server 2016 High Availability
After watching this video, you will be able to manage high availability in SQL Server 2016.
-
Microsoft SQL Server 2016: Configuring Read-Only Routing Using T-SQL
After watching this video, you will be able to configure read-only routing for an availability group using Transact-SQL.
-
Microsoft SQL Server 2016: Distributed Availability Groups
After watching this video, you will be able to describe the purpose of distributed availability groups.
-
Microsoft SQL Server 2016: Creating a Distributed Availability Group
After watching this video, you will be able to create a distributed availability group with Transact-SQL.
-
Microsoft SQL Server 2016: Configuring Cluster Shared Volumes
After watching this video, you will be able to configure cluster shared volumes.
-
Microsoft SQL Server 2016: Auto Update Statistics
After watching this video, you will be able to describe the purpose and characteristics of the auto_update_statistics option.
-
Microsoft SQL Server 2016: Implementing Auto Update Statistics
After watching this video, you will be able to implement Auto Update Statistics.
-
Microsoft SQL Server 2016: Implementing Statistics for Large Tables
After watching this video, you will be able to implement statistics for large tables.
-
Microsoft SQL Server 2016: Managing Indexes in SQL Server 2016
After watching this video, you will be able to manage indexes in SQL Server 2016.
-
Microsoft SQL Server 2016: Identifying Outdated Statistics
After watching this video, you will be able to identify and correct outdated statistics.
-
Microsoft SQL Server 2016: Improving Columnstore Index Performance
After watching this video, you will be able to improve columnstore index performance.
-
Microsoft SQL Server 2016: Defragmenting Columnstore Indexes
After watching this video, you will be able to defragment columnstore indexes.
-
Microsoft SQL Server 2016: Repairing Index Fragmentation Using T-SQL
After watching this video, you will be able to repair index fragmentation using Transact-SQL.
-
Microsoft SQL Server 2016: Identifying and Creating Missing Indexes
After watching this video, you will be able to use the Missing Indexes feature to identify missing indexes and to create them, if needed.
-
Microsoft SQL Server 2016: Finding and Removing Underutilized Indexes
After watching this video, you will be able to find and remove underutilized indexes.
-
Microsoft SQL Server 2016: Columnstore Indexes
After watching this video, you will be able to describe the purpose of columnstore indexes, as well as why and when to use them.
-
Microsoft SQL Server 2016: Windows Server Failover Clustering
After watching this video, you will be able to describe the capabilities provided by Windows Server Failover Clustering and its relationship to AlwaysOn components.
-
Microsoft SQL Server 2016: Health Monitoring
After watching this video, you will be able to describe how high availability is accomplished by monitoring cluster resources.
-
Microsoft SQL Server 2016: Creating an Availability Group
After watching this video, you will be able to create a new availability group.
-
Microsoft SQL Server 2016: Changing the Failover Mode
After watching this video, you will be able to change the failover mode in an AlwaysOn availability group.
-
Microsoft SQL Server 2016: AlwaysOn Availability Groups
After watching this video, you will be able to describe the features and benefits of AlwaysOn Availability Groups.
-
Microsoft SQL Server 2016: Failover
After watching this video, you will be able to describe the purpose of the failover process and the available failover modes.
-
Microsoft SQL Server 2016: Monitoring Log Shipping
After watching this video, you will be able to recognize the tables and stored procedures used for monitoring log shipping.
-
Microsoft SQL Server 2016: Log Shipping
After watching this video, you will be able to recognize the purpose and benefits of log shipping.
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Microsoft SQL Server 2016: Configuring Log Shipping with SSMS
After watching this video, you will be able to configure log shipping with SQL Server Management Studio.
-
Microsoft SQL Server 2016: Configuring Log Shipping with T-SQL
After watching this video, you will be able to configure log shipping with Transact-SQL.
-
Microsoft SQL Server 2016: Log Shipping Management
After watching this video, you will be able to describe log shipping management tasks such as adding databases, removing log shipping, failing over, and changing roles.
-
Microsoft SQL Server 2016: Restoring a Database from an Azure URL
After watching this video, you will be able to perform a restore from an Azure storage account to an Azure VM.
-
Microsoft SQL Server 2016: Configuring Automatic SQL Server Updates in Azure VM
After watching this video, you will be able to configure automatic patching and updating of an Azure VM running SQL Server.
-
Microsoft SQL Server 2016: Create a Sysadmin Account
After watching this video, you will be able to demonstrate how to create a sysadmin account.
-
Microsoft SQL Server 2016: Elastic Database Pools
After watching this video, you will be able to explain elastic database pools.
-
Microsoft SQL Server 2016: Service Tiers
After watching this video, you will be able to explain service tiers in SQL Server 2016.
-
Microsoft SQL Server 2016: Common Service Tier Use Cases
After watching this video, you will be able to describe common service tier use cases.
-
Microsoft SQL Server 2016: Provision an Azure SQL Database
After watching this video, you will be able to describe how to provision an Azure SQL Server 2016 database.
-
Microsoft SQL Server 2016: Create an Azure SQL Database
After watching this video, you will be able to demonstrate how to create an Azure SQL Server 2016 database.
-
Microsoft SQL Server 2016: Selecting the Appropriate Service Tier
After watching this video, you will be able to describe when to use the appropriate service tier.
-
Microsoft SQL Server 2016: Database Transaction Units
After watching this video, you will be able to explain SQL Server 2016 database transaction units.
-
Microsoft SQL Server 2016: Customer Experience Improvement Program (CEIP)
After watching this video, you will be able to describe the customer experience improvement program (CEIP).
-
Microsoft SQL Server 2016: Upgrade Advisor
After watching this video, you will be able to demonstrate how to use the upgrade advisor in SQL Server 2016.
-
Microsoft SQL Server 2016: SQL Server Distributed Replay
After watching this video, you will be able to describe the SQL Server distributed replay feature.
-
Microsoft SQL Server 2016: Usage Scenarios
After watching this video, you will be able to recognize SQL Server Azure VM usage scenarios.
-
Microsoft SQL Server 2016: Licensing Considerations
After watching this video, you will be able to explain per-minute licensing.
-
Microsoft SQL Server 2016: Choose Server 2016 Installation Options
After watching this video, you will be able to determine the appropriate installation options and features for a given scenario.
-
Microsoft SQL Server 2016: SQL Server on Azure VM Overview
After watching this video, you will be able to explain SQL Server on Azure virtual machines.
-
Microsoft SQL Server 2016: Migrate a Database to a SQL Server Azure VM
After watching this video, you will be able to demonstrate how to migrate a database to a SQL Server Azure VM.
-
Microsoft SQL Server 2016: Backing up a Database to an Azure URL
After watching this video, you will be able to perform a backup of a database to an Azure storage account.
-
Microsoft SQL Server 2016: IaaS vs On-premises Deployment Options
After watching this video, you will be able to recognize the differences between IaaS and on-premises deployments.
-
Microsoft SQL Server 2016: Connecting to the SQL Server Azure VM
After watching this video, you will be able to demonstrate how to connect to a SQL Server Azure VM.
-
Microsoft SQL Server 2016: Unattended Installation Options
After watching this video, you will be able to recognize unattended installation options.
-
Microsoft SQL Server 2016: Performing an Unattended Installation
After watching this video, you will be able to perform an unattended SQL Server 2016 installation.
-
Microsoft SQL Server 2016: Post-installation Best Practices
After watching this video, you will be able to recognize post-installation best practices.
-
Microsoft SQL Server 2016: SQL Server Servicing Installation
After watching this video, you will be able to demonstrate SQL Server servicing installation.
-
Microsoft SQL Server 2016: Supported Upgrades
After watching this video, you will be able to recognize the supported upgrade paths for SQL Server 2016.
-
Microsoft SQL Server 2016: Data Migration Assistant
After watching this video, you will be able to use the data migration assistance in SQL Server 2016.
-
Microsoft SQL Server 2016: Creating an Upgrade Strategy
After watching this video, you will be able to create an upgrade strategy for SQL Server 2016.
-
Microsoft SQL Server 2016: Side-by-side Upgrade
After watching this video, you will be able to explain how and when to use the side-by-side upgrade option.
-
Microsoft SQL Server 2016: Hybrid and Rolling Upgrade Options
After watching this video, you will be able to describe hybrid and rolling upgrade options in SQL Server 2016.
-
Microsoft SQL Server 2016: Upgrading from SQL Server 2005
After watching this video, you will be able to explain how to upgrade from SQL Server 2005.
-
Microsoft SQL Server 2016: In-place Upgrade
After watching this video, you will be able to explain how and when to use the in-place upgrade option.
-
Microsoft SQL Server 2016: SQL Server 2016 Installation Requirements
After watching this video, you will be able to determine the requirements for a successful SQL Server deployment.
-
Microsoft SQL Server 2016: Tempdb Files
After watching this video, you will be able to explain SQL Server 2016 tempdb files.
-
Microsoft SQL Server 2016: SQL Installation Options
After watching this video, you will be able to describe SQL installation options.
-
Microsoft SQL Server 2016: Installing SQL Server 2016
After watching this video, you will be able to demonstrate how to install SQL Server 2016.
-
Microsoft SQL Server 2016: Tempdb Attributes
After watching this video, you will be able to describe tempdb attributes.
-
Microsoft SQL Server 2016: Tempdb Sizing
After watching this video, you will be able to understand tempdb sizing.
-
Microsoft SQL Server 2016: Creating a Dynamic Data Mask
After watching this video, you will be able to demonstrate how to create a dynamic data mask.
-
Microsoft SQL Server 2016: Configure Dynamic Data Masking in the Azure Portal
After watching this video, you will be able to demonstrate how to configure dynamic data masking using the Azure portal.
-
Microsoft SQL Server 2016: Querying for Masked Columns
After watching this video, you will be able to demonstrate how to query masked columns in SQL Server 2016.
-
Microsoft SQL Server 2016: Dynamic Data Masking Limitations and Restrictions
After watching this video, you will be able to explain the limitations and restrictions of dynamic data masking.
-
Microsoft SQL Server 2016: Configure Dynamic Data Masking Using PowerShell
After watching this video, you will be able to demonstrate how to configure dynamic data masking using PowerShell.
-
Microsoft SQL Server 2016: SQL Server Authorization
After watching this video, you will be able to explain how authorization can be used when securing SQL Server databases.
-
Microsoft SQL Server 2016: Dynamic Data Masking Polices and Permissions
After watching this video, you will be able to explain how to implement dynamic data masking policies and permissions.
-
Microsoft SQL Server 2016: Dynamic Data Masking Overview
After watching this video, you will be able to describe dynamic data masking.
-
Microsoft SQL Server 2016: Defining a Dynamic Data Mask
After watching this video, you will be able to describe the four types of dynamic data masks.
-
Microsoft SQL Server 2016: Authentication
After watching this video, you will be able to describe how to implement authentication in SQL Server 2016.
-
Microsoft SQL Server 2016: Contained Database Users
After watching this video, you will be able to describe considerations involving the implementation of contained database users.
-
Microsoft SQL Server 2016: Connection Security
After watching this video, you will be able to explain how to restrict and secure a connection to a SQL Server database.
-
Microsoft SQL Server 2016: TCP Ports
After watching this video, you will be able to explain how the connection process redirects machines to a different IP address and port.
-
Microsoft SQL Server 2016: Managing Logins and Users
After watching this video, you will be able to explain the restrictions involving managing logins and users.
-
Microsoft SQL Server 2016: SQL Database Auditing
After watching this video, you will be able to describe how to implement SQL database auditing.
-
Microsoft SQL Server 2016: Configuring SQL Server Firewall Rules
After watching this video, you will be able to demonstrate how to configure SQL Server 2016 firewall rules.
-
Microsoft SQL Server 2016: Managing Existing Firewall Rules in Azure
After watching this video, you will be able to demonstrate how to manage existing firewall rules in the Azure portal.
-
Microsoft SQL Server 2016: Determining Storage Configuration
After watching this video, you will be able to determine effective disk or storage configuration for a given scenario.
-
Microsoft SQL Server 2016: SQL Server Firewall
After watching this video, you will be able to describe the benefits of enabling a SQL Server firewall.
-
Microsoft SQL Server 2016: Buffer Pool Extension
After watching this video, you will be able to describe how SQL Server uses the buffer pool extension.
-
Microsoft SQL Server 2016: Configuring the Buffer Pool Extension
After watching this video, you will be able to demonstrate how to configure the storage buffer pool extension.
-
Microsoft SQL Server 2016: Creating User Databases
After watching this video, you will be able to demonstrate how to create user databases in SQL Server 2016.
-
Microsoft SQL Server 2016: Filegroups
After watching this video, you will be able to explain the use of filegroups in SQL Server 2016.
-
Microsoft SQL Server 2016: Other Storage Options
After watching this video, you will be able to describe other possible storage solutions, including NAS, DAS, and SAN.
-
Microsoft SQL Server 2016: Storage Spaces
After watching this video, you will be able to explain how storage spaces can be used in SQL Server 2016.
-
Microsoft SQL Server 2016: Storage Layouts for a SQL Server Virtual Machine
After watching this video, you will be able to describe storage layout considerations when using virtual machines.
-
Microsoft SQL Server 2016: Implementing RAID Levels
After watching this video, you will be able to explain the different types of RAID configurations.
-
Microsoft SQL Server 2016: SQL Server System Databases
After watching this video, you will be able to differentiate between the five SQL Server system databases.
-
Microsoft SQL Server 2016: Storage Considerations
After watching this video, you will be able to discuss considerations when planning disk storage devices.
-
Microsoft SQL Server 2016: Connect to an Azure SQL Database
After watching this video, you will be able to demonstrate how to connect to an Azure SQL Server 2016 database.
-
Microsoft SQL Server 2016: Hosting a SQL Server Instance Using Azure VMs
After watching this video, you will be able to explain how to host a SQL Server instance using Azure VMs.
-
Microsoft SQL Server 2016: Deploying SQL Server by Using Templates
After watching this video, you will be able to demonstrate how to deploy SQL Server using templates.
-
Microsoft SQL Server 2016: Data Storage Overview
After watching this video, you will be able to provide an introduction to data storage with SQL Server.
-
Microsoft SQL Server 2016: Azure Automation
After watching this video, you will be able to recognize the benefits of using Azure automation.
-
Microsoft SQL Server 2016: Azure Resource Manager
After watching this video, you will be able to explain how and when to use Azure resource manager.
-
Microsoft SQL Server 2016:: Determine Azure Deployment Options
After watching this video, you will be able to determine when to deploy SQL to Azure VMs and databases.
-
Microsoft SQL Server 2016: SQL Server Instances Overview
After watching this video, you will be able to describe SQL Server instances.
-
Microsoft SQL Server 2016: Use Cases for Cell-level Encryption
After watching this video, you will be able to recognize when to use cell-level encryption.
-
Microsoft SQL Server 2016: Security Permissions
After watching this video, you will be able to describe the security permissions required for cell-level encryption.
-
Microsoft SQL Server 2016: Configuring Cell-level Encryption
After watching this video, you will be able to demonstrate how to encrypt data using simple symmetric encryption.
-
Microsoft SQL Server 2016: Moving a TDE Protected Database
After watching this video, you will be able to discuss how to move a TDE protected database.
-
Microsoft SQL Server 2016: Always Encrypted (Database Engine)
After watching this video, you will be able to describe the Always Encrypted database engine feature.
-
Microsoft SQL Server 2016: Disable TDE Using the Azure Portal
After watching this video, you will be able to demonstrate how to disable TDE using the Azure portal.
-
Microsoft SQL Server 2016: Database Permissions
After watching this video, you will be able to describe the available database permissions in SQL Server 2016.
-
Microsoft SQL Server 2016: Use Cases for Cell-level Encryption
After watching this video, you will be able to recognize when to use cell-level encryption.
-
Microsoft SQL Server 2016: Common Use Cases
After watching this video, you will be able to recognize when to use the Always Encrypted feature in SQL Server 2016.
-
Microsoft SQL Server 2016: Configuring Always Encrypted
After watching this video, you will be able to configure Always Encrypted in SQL Server 2016.
-
Microsoft SQL Server 2016: Enable TDE Using PowerShell
After watching this video, you will be able to demonstrate how to enable and disable TDE using PowerShell.
-
Microsoft SQL Server 2016: TDE Considerations
After watching this video, you will be able to describe considerations when implementing TDE.
-
Microsoft SQL Server 2016: Enable TDE Using the Azure Portal
After watching this video, you will be able to demonstrate how to enable TDE using the Azure portal.
-
Microsoft SQL Server 2016: Configure Azure SQL Database Firewall Rules
After watching this video, you will be able to configure firewall rules in Azure SQL database.
-
Microsoft SQL Server 2016: Transparent Data Encryption Overview
After watching this video, you will be able to provide a general overview of transparent data encryption.
-
Microsoft SQL Server 2016: TDE Catalog Views
After watching this video, you will be able to describe the TDE catalog views in SQL Server 2016.
-
Microsoft SQL Server 2016: TDE Dynamic Management Views
After watching this video, you will be able to describe the TDE dynamic management views in SQL Server 2016.
-
Microsoft SQL Server 2016: Implementing Transparent Data Encryption
After watching this video, you will be able to demonstrate how to use transparent data encryption.
-
Microsoft SQL Server 2016: TDE Commands and Functions
After watching this video, you will be able to demonstrate how to use transparent data encryption commands and functions.
-
Microsoft SQL Server 2016: Creating SQL Server Agent Alerts
After watching this video, you will be able to create SQL Server Agent alerts and configure their actions using SQL Server Management Studio.
-
Microsoft SQL Server 2016: Creating Alerts for User-Defined Events
After watching this video, you will be able to create alerts that respond to user-defined events.
-
Microsoft SQL Server 2016: Defining Failure Actions
After watching this video, you will be able to define actions a SQL Server Agent should take in the event of job failure.
-
Microsoft SQL Server 2016: SQL Server Agent Operators
After watching this video, you will be able to describe the purpose of SQL Server Agent operators, the types of contact methods, and notifications.
-
Microsoft SQL Server 2016: Creating a SQL Server Agent Operator Using SSMS
After watching this video, you will be able to create a SQL Server Agent operator using SQL Server Management Studio.
-
Microsoft SQL Server 2016: SQL Server Agent Alerts
After watching this video, you will be able to describe the purpose of SQL Server Agent alerts, how they are triggered, and what they can do.
-
Microsoft SQL Server 2016: Troubleshoot SQL Server Agent Alerts
After watching this video, you will be able to recognize the troubleshooting process for SQL Server Agent alerts and notifications.
-
Microsoft SQL Server 2016: Database Mail
After watching this video, you will be able to describe Database Mail, mail profiles, and the importance of security.
-
Microsoft SQL Server 2016: Logs and Retention in Database Mail
After watching this video, you will be able to describe the logging levels and the need for a retention policy in Database Mail.
-
Microsoft SQL Server 2016: Configuring Database Mail
After watching this video, you will be able to configure Database Mail.
-
Microsoft SQL Server 2016: SQL Server Agent
After watching this video, you will be able to recognize the features, benefits, and components of SQL Server Agent.
-
Microsoft SQL Server 2016: Monitoring Instances in SQL Server 2016
After watching this video, you will be able to monitor instances in SQL Server 2016.
-
Microsoft SQL Server 2016: Indexes
After watching this video, you will be able to describe the types of indexes available in SQL Server and the importance of managing them properly.
-
Microsoft SQL Server 2016: Detecting Index Fragmentation
After watching this video, you will be able to detect fragmented indexes and determine the degree of fragmentation.
-
Microsoft SQL Server 2016: Repairing Index Fragmentation Using SSMS
After watching this video, you will be able to repair index fragmentation using SQL Server Management Studio.
-
Microsoft SQL Server 2016: Identifying Available Space on Data Volumes
After watching this video, you will be able to identify used and available space on data volumes.
-
Microsoft SQL Server 2016: Performance Baselines
After watching this video, you will be able to recognize what affects the performance of a server and when to use baseline measurements.
-
Microsoft SQL Server 2016: Isolating Performance and Bottleneck Issues
After watching this video, you will be able to recognize performance issues that may affect SQL Server.
-
Microsoft SQL Server 2016: Policy-Based Management
After watching this video, you will be able to describe the purpose and components of Policy-Based Management.
-
Microsoft SQL Server 2016: Configuring Policy-Based Management Properties
After watching this video, you will be able to configure Policy-Based Management properties and failure notification alerts.
-
Microsoft SQL Server 2016: Creating a Policy-Based Management Policy
After watching this video, you will be able to create a Policy-Based Management policy using SQL Server Management Studio.
-
Microsoft SQL Server 2016: Policy Management
After watching this video, you will be able to recognize how to manage an existing Policy-Based Management policy.
-
Microsoft SQL Server 2016: Utility Control Points
After watching this video, you will be able to describe the purpose of Utility Control Point and the requirements for its use.
-
Microsoft SQL Server 2016: Identifying Execution Plan Issues
After watching this video, you will be able to identify issues with execution plans.
-
Microsoft SQL Server 2016: Monitoring Activity in SQL Server 2016
After watching this video, you will be able to monitor database activity in SQL Server 2016.
-
Microsoft SQL Server 2016: Using SQL Trace
After watching this video, you will be able to describe the uses of SQL Trace.
-
Microsoft SQL Server 2016: Monitoring Performance Using Extended Events
After watching this video, you will be able to describe the features, benefits, and architecture of performance monitoring with Extended Events.
-
Microsoft SQL Server 2016: Creating an Extended Events Session
After watching this video, you will be able to create an Extended Events session.
-
Microsoft SQL Server 2016: Troubleshooting with Extended Events
After watching this video, you will be able to recognize how Extended Events can be used to troubleshoot performance issues.
-
Microsoft SQL Server 2016: SQL Trace
After watching this video, you will be able to describe the features, benefits, and architecture of SQL Trace.
-
Microsoft SQL Server 2016: Creating a Utility Control Point Part 1
After watching this video, you will be able to use the Create UCP Wizard to create a SQL Server Utility Control Point.
-
Microsoft SQL Server 2016: Creating a Utility Control Point Part 2
After watching this video, you will be able to complete the creation of a SQL Server Utility Control Point.
-
Microsoft SQL Server 2016: The Query Store
After watching this video, you will be able to describe the purpose of the Query Store, its features, and configuration options.
-
Microsoft SQL Server 2016: Query Store Usage
After watching this video, you will be able to describe scenarios for using the Query Store.
-
Microsoft SQL Server 2016: Creating Database Audit Specifications
After watching this video, you will be able to create database audit specifications.
-
Microsoft SQL Server 2016: Auditing Views
After watching this video, you will be able to use dynamic management and system views to manage an audit.
-
Microsoft SQL Server 2016: Azure SQL Database Auditing
After watching this video, you will be able to compare auditing in Azure SQL Database with SQL Server auditing and describe its purpose.
-
Microsoft SQL Server 2016: Configuring Auditing for Azure SQL Database
After watching this video, you will be able to configure auditing for Azure SQL Database.
-
Microsoft SQL Server 2016: Audit Actions and Groups
After watching this video, you will be able to describe the purpose of actions and actions groups.
-
Microsoft SQL Server 2016: Creating Server Audit Specifications
After watching this video, you will be able to create server audit specifications.
-
Microsoft SQL Server 2016: Defining an Audit
After watching this video, you will be able to define an audit using SQL Server Audit.
-
Microsoft SQL Server 2016: Viewing the Audit Log
After watching this video, you will be able to view the audit log using SQL Server Management Studio or sys.fn_get_audit_file.
-
Microsoft SQL Server 2016: Extended Events
After watching this video, you will be able to describe the purpose of Extended Events.
-
Microsoft SQL Server 2016: SQL Server Audit
After watching this video, you will be able to describe the purpose of SQL Server Audit, auditing levels, and components.
-
Microsoft SQL Server 2016: Creating Backups using SSMS
After watching this video, you will be able to create a backup using SQL Server Management Studio.
-
Microsoft SQL Server 2016: Creating Backups using T-SQL
After watching this video, you will be able to create a backup using Transact-SQL.
-
Microsoft SQL Server 2016: Transaction Logs and Backups
After watching this video, you will be able to describe how transaction log backup works.
-
Microsoft SQL Server 2016: Automating Backup
After watching this video, you will be able to create an automated backup job in SQL Server Management Studio.
-
Microsoft SQL Server 2016: Backup Strategies
After watching this video, you will be able to determine the appropriate strategy for backing up a database.
-
Microsoft SQL Server 2016: Backup Media
After watching this video, you will be able to determine the appropriate media for backing up a database.
-
Microsoft SQL Server 2016: Backup Retention Policies
After watching this video, you will be able to recognize how to plan a retention policy for backing up databases.
-
Microsoft SQL Server 2016: Audit Logs and Reports
After watching this video, you will be able to describe the purpose of audit logs and reports when auditing in Azure SQL Database.
-
Microsoft SQL Server 2016: Analyzing Audit Logs and Reports
After watching this video, you will be able to analyze audit logs and reports when auditing in Azure SQL Database.
-
Microsoft SQL Server 2016: Configuring Auditing in SQL Server 2016
After watching this video, you will be able to configure auditing in SQL Server 2016.
-
Microsoft SQL Server 2016: Database Backups
After watching this video, you will be able to describe the reasons for backing up a database and supported backup types.
-
Microsoft SQL Server 2016: Database-level Roles
After watching this video, you will be able to describe database-level roles and their purpose.
-
Microsoft SQL Server 2016: Server-level Roles
After watching this video, you will be able to describe server-level roles and their purpose.
-
Microsoft SQL Server 2016: Application Roles
After watching this video, you will be able to describe the purpose of application roles.
-
Microsoft SQL Server 2016: Custom Roles
After watching this video, you will be able to recognize why you would use and how to create a custom role.
-
Microsoft SQL Server 2016: User Access
After watching this video, you will be able to recognize the steps involved in granting a user access to a database and its objects.
-
Microsoft SQL Server 2016: Granting Database Object Access
After watching this video, you will be able to grant access to database objects.
-
Microsoft SQL Server 2016: Revoking Database Object Access
After watching this video, you will be able to revoke access to database objects.
-
Microsoft SQL Server 2016: Database Users
After watching this video, you will be able to describe the types of database users and their purpose.
-
Microsoft SQL Server 2016: Creating a Database User with SSMS
After watching this video, you will be able to create a database user using SQL Server Management Studio.
-
Microsoft SQL Server 2016: Creating a Database User with T-SQL
After watching this video, you will be able to create a database user using Transact-SQL.
-
Microsoft SQL Server 2016: Permissions
After watching this video, you will be able to describe available server permissions.
-
Microsoft SQL Server 2016: Configuring Data Access and Permissions
After watching this video, you will be able to configure data access and permissions in SQL Server 2016.
-
Microsoft SQL Server 2016: Auditing
After watching this video, you will be able to describe why auditing is required and auditing methods.
-
Microsoft SQL Server 2016: Auditing with Triggers
After watching this video, you will be able to use triggers for auditing.
-
Microsoft SQL Server 2016: Auditing with Temporal Tables Part 1
After watching this video, you will be able to use temporal tables for auditing.
-
Microsoft SQL Server 2016: Connecting to an Azure SQL Database using SSMS
After watching this video, you will be able to connect to and manage an Azure SQL Database using a local instance of SSMS.
-
Microsoft SQL Server 2016: Azure SQL Database Overview
After watching this video, you will be able to describe the benefits and features of using Azure SQL Database.
-
Microsoft SQL Server 2016: Configuring an Azure SQL Database
After watching this video, you will be able to create and configure a new Azure SQL Database.
-
Microsoft SQL Server 2016: Row-level Security
After watching this video, you will be able to describe the purpose of row-level security and how to implement it.
-
Microsoft SQL Server 2016: Implementing Row-level Security Part 1
After watching this video, you will be able to implement row-level security using T-SQ: and predicates.
-
Microsoft SQL Server 2016: Dynamic Data Masking
After watching this video, you will be able to describe the purpose of dynamic data masking.
-
Microsoft SQL Server 2016: Defining a Dynamic Data Mask
After watching this video, you will be able to define dynamic data masking.
-
Microsoft SQL Server 2016: Performing Checks on Databases
After watching this video, you will be able to describe the types of consistency checks appropriate for tabular databases.
-
Microsoft SQL Server 2016: Performing Checks on Tables and Indexes
After watching this video, you will be able to perform consistency checks on indexes.
-
Microsoft SQL Server 2016: Consistency Check Errors
After watching this video, you will be able to recognize common consistency check errors and their resolutions.
-
Microsoft SQL Server 2016: Database Corruption
After watching this video, you will be able to recognize possible causes of database corruption.
-
Microsoft SQL Server 2016: Restoring a Database in SQL Server 2016
After watching this video, you will be able to restore a database in SQL Server 2016.
-
Microsoft SQL Server 2016: Database Consistency Checker
After watching this video, you will be able to describe the purpose of the Database Consistency Checker.
-
Microsoft SQL Server 2016: Using Database Consistency Checker in SSMS
After watching this video, you will be able to use the Database Consistency Checker in SQL Server Management Studio.
-
Microsoft SQL Server 2016: Viewing Progress Reports for DBCC Commands
After watching this video, you will be able to describe the types of consistency checks appropriate for multidimensional databases.
-
Microsoft SQL Server 2016: Piecemeal Restore with the Simple Recovery Model
After watching this video, you will be able to describe the purpose and requirements of piecemeal restore in the simple recovery model.
-
Microsoft SQL Server 2016: Piecemeal Restore with the Full Recovery Model
After watching this video, you will be able to describe the purpose and requirements of piecemeal restore in the full recovery model.
-
Microsoft SQL Server 2016: Piecemeal Restores
After watching this video, you will be able to describe the purpose and process of piecemeal restore.
-
Microsoft SQL Server 2016: Data Collection Design
After watching this video, you will be able to describe the components that make up the data collection system.
-
Microsoft SQL Server 2016: Configuring the Data Collector
After watching this video, you will be able to configure the Data Collector.
-
Microsoft SQL Server 2016: Monitoring Resource Usage
After watching this video, you will be able to use System Monitor to monitor resource usage.
-
Microsoft SQL Server 2016: Activity Monitor
After watching this video, you will be able to recognize the types of activities that can be monitored using Activity Monitor.
-
Microsoft SQL Server 2016: Using Activity Monitor in SSMS
After watching this video, you will be able to use Activity Monitor in SQL Server Management Studio to monitor database activity.
-
Microsoft SQL Server 2016: Identifying Blocks
After watching this video, you will be able to identify blocks using Activity Monitor and stored procedures.
-
Microsoft SQL Server 2016: The Data Collector
After watching this video, you will be able to describe the role of the Data Collector.
-
Microsoft SQL Server 2016: Identifying Database Corruption
After watching this video, you will be able to detect corruption in a SQL Server database.
-
Microsoft SQL Server 2016: Recovering from Database Corruption
After watching this video, you will be able to recover from database corruption.
-
Microsoft SQL Server 2016: Ensuring Database Consistency
After watching this video, you will be able to use SQL Server 2016 tools to ensure database consistency.
-
Microsoft SQL Server 2016: Managing Backup In SQL Server 2016
After watching this video, you will be able to manage and implement a backup strategy in SQL Server 2016.
-
Microsoft SQL Server 2016: Database Restore
After watching this video, you will be able to recognize what is involved in restoring a database, what can be restored, and restore scenario models.
-
Microsoft SQL Server 2016: Complete Database Restores with the Simple Model
After watching this video, you will be able to describe the purpose and prerequisites of restoring a database backup under the simple recovery model.
-
Microsoft SQL Server 2016: Restoring a Database with the Simple Model
After watching this video, you will be able to restore a database under the simple recovery model.
-
Microsoft SQL Server 2016: Recovery Models
After watching this video, you will be able to describe the purpose of the three recovery models.
-
Microsoft SQL Server 2016: Managing Recovery Models with SSMS
After watching this video, you will be able to view and change recovery models using SQL Server Management Studio.
-
Microsoft SQL Server 2016: Managing Recovery Models with T-SQL
After watching this video, you will be able to recognize how to view and change recovery models using Transact-SQL.
-
Microsoft SQL Server 2016: Recovery Model Recommendations
After watching this video, you will be able to describe tasks that should be completed after changing the recovery model.
-
Microsoft SQL Server 2016: Backups to Azure Blob Storage Service
After watching this video, you will be able to describe the features and benefits of backing up a database to the Azure Blob Storage Service.
-
Microsoft SQL Server 2016: Azure Blog Storage Service Backup Considerations
After watching this video, you will be able to describe best practice and troubleshooting tips for backing up to the Azure Blob Storage Service.
-
Microsoft SQL Server 2016: Backing Up a Database to Azure Blob Storage Service
After watching this video, you will be able to backup a database to Azure.
-
Microsoft SQL Server 2016: Restoring Files to a New Location
After watching this video, you will be able to restore files to a new location.
-
Microsoft SQL Server 2016: Restoring File and Filegroups over Existing Files
After watching this video, you will be able to restore files and filegroups over existing files.
-
Microsoft SQL Server 2016: Page Restores
After watching this video, you will be able to recognize when a page restore is useful, as well as its limitations and restrictions.
-
Microsoft SQL Server 2016: Restoring Pages Using SSMS
After watching this video, you will be able to restore pages using SQL Server Management Studio and Transact-SQL.
-
Microsoft SQL Server 2016: Performing Point-in-time Recovery with SSMS
After watching this video, you will be able to describe point-in-time recovery and perform point-in-time recovery using SQL Server Management Studio.
-
Microsoft SQL Server 2016: Performing Point-in-time Recovery with T-SQL
After watching this video, you will be able to perform point-in-time recovery using Transact-SQL.
-
Microsoft SQL Server 2016: File Restores
After watching this video, you will be able to describe the goal of file restore and how it differs in the simple recovery model versus the full recovery model.
-
Microsoft SQL Server 2016: Restoring File and Filegroups
After watching this video, you will be able to restore files and filegroups.
-
Microsoft SQL Server 2016: Automating and Testing Restores
After watching this video, you will be able to automate and test restores.
-
Microsoft SQL Server 2016: Complete Database Restores with the Full Model
After watching this video, you will be able to describe the purpose of and considerations for restoring a database under the full recovery model.
-
Microsoft SQL Server 2016: Restoring a Database with the Full Model Part 1
After watching this video, you will be able to restore a database under the full recovery model.
-
Microsoft SQL Server 2016: SQLIOSim Tool
After watching this video, you will be able to demonstrate how to use the SQLIOSim tool in SQL Server 2016.
-
Microsoft SQL Server 2016: Diskspd Tool
After watching this video, you will be able to demonstrate how to use the Diskspd tool in SQL Server 2016.
-
Microsoft SQL Server 2016: SQL Server Services
After watching this video, you will be able to describe the various services used by SQL Server 2016.
-
Microsoft SQL Server 2016: Account Types
After watching this video, you will be able to describe the various account types available in SQL Server 2016.
-
Microsoft SQL Server 2016: Parallelism
After watching this video, you will be able to describe parallelism in SQL Server 2016.
-
Microsoft SQL Server 2016: I/O Operations
After watching this video, you will be able to explain I/O operations in SQL Server 2016.
-
Microsoft SQL Server 2016: SQL Server Software Requirements
After watching this video, you will be able to understand the various software requirements for SQL Server 2016.
-
Microsoft SQL Server 2016: I/O Subsystems for SQL Server
After watching this video, you will be able to describe considerations when implementing I/O subsystems for SQL Server 2016.
-
Microsoft SQL Server 2016: Network Protocols
After watching this video, you will be able to explain the different network protocols supported by SQL Server 2016.
-
Microsoft SQL Server 2016: SQL Server Hardware Requirements
After watching this video, you will be able to understand the various hardware requirements for SQL Server 2016.
-
Microsoft SQL Server 2016: SQL Server Memory Management
After watching this video, you will be able to explain SQL Server 2016 Server memory management.
-
Microsoft SQL Server 2016: Architecture Layers
After watching this video, you will be able to recognize the different SQL Server 2016 architecture layers.
-
Microsoft SQL Server 2016: SQL Server CPU Usage
After watching this video, you will be able to explain SQL Server 2016 CPU usage.
-
Microsoft SQL Server 2016: SQL Server Components
After watching this video, you will be able to recognize the SQL Server 2016 components.
-
Microsoft SQL Server 2016: SQL Server Instances
After watching this video, you will be able to describe SQL Server 2016 instances.
-
Microsoft SQL Server 2016: 32-bit Systems
After watching this video, you will be able to explain SQL Server 2016 32-bit systems.
-
Microsoft SQL Server 2016: 64-bit Systems
After watching this video, you will be able to explain SQL Server 2016 64-bit systems.
-
Microsoft SQL Server 2016: SQL Server Editions
After watching this video, you will be able to describe SQL Server 2016 editions.
-
Microsoft SQL Server 2016: SQL Server Versions
After watching this video, you will be able to describe SQL Server 2016 versions.
-
HDInsight: Ambari Views
After watching this video, you will be able to use Ambari Views.
-
HDInsight: HiveOL
After watching this video, you will be able to use HiveOL.
-
HDInsight: Hive Tables
After watching this video, you will be able to use Hive tables.
-
HDInsight: Visualizing Data with Zeppelin
After watching this video, you will be able to use Zeppelin to visualize data.
-
HDInsight: Parsing Files Using Hive
After watching this video, you will be able to describe how to parse files such as CSV files with Hive.
-
HDInsight: ORC for Caching
After watching this video, you will be able to use ORC for caching.
-
HDInsight: Apache Phoenix in HDInsight
After watching this video, you will be able to use Apache Phoenix in HDInsight.
-
HDInsight: Apache Phoenix Grammar
After watching this video, you will be able to use Apache Phoenix Grammar for queries.
-
HDInsight: Use Spark SQL Data Analysis
After watching this video, you will be able to use data analysis for Spark SQL.
-
HDInsight: Introduction to Apache Phoenix
After watching this video, you will be able to describe Apache Phoenix.
-
Teradata SQL: Creating Basic Tables
After watching this video, you will be able to create a table in Teradata using the CREATE TABLE statement.
-
Teradata SQL: Creating Advanced Tables
After watching this video, you will be able to create a table in Teradata using the CREATE TABLE statement which includes defining an index, column definitions, and table options.
-
Teradata SQL: Creating and Altering Databases
After watching this video, you will be able to create and alter a database in Teradata.
-
Teradata SQL: Creating and Managing Database Users
After watching this video, you will be able to create and manage database users for Teradata.
-
Teradata SQL: Altering Tables
After watching this video, you will be able to alter, manage, and drop tables in Teradata.
-
Teradata SQL: Using INTERSECT
After watching this video, you will be able to use the INTERSECT set operator in Teradata.
-
Teradata SQL: Using Set Operators in Advanced Queries
After watching this video, you will be able to use set operators in derived tables, subqueries, and SELECT...INSERT statements in Teradata.
-
Teradata SQL: Using Teradata Functions
After watching this video, you will be able to use functions, expressions, and operations in Teradata to work with data.
-
Teradata SQL: Using MINUS and EXCEPT
After watching this video, you will be able to use the MINUS and EXCEPT set operators in Teradata.
-
Teradata SQL: Using Union
After watching this video, you will be able to use the UNION set operator in Teradata.
-
Teradata SQL: Using NORMALIZED
After watching this video, you will be able to use NORMALIZED in a SELECT statement in Teradata.
-
Teradata SQL: Using the EXPAND ON Clause
After watching this video, you will be able to use the EXPAND ON clause in a SELECT statement in Teradata.
-
Teradata SQL: Altering Functions and Procedures
After watching this video, you will be able to alter, rename, and drop functions and stored procedures in Teradata.
-
Teradata SQL: Using the QUALIFY Clause
After watching this video, you will be able to use the QUALIFY clause in Teradata.
-
Teradata SQL: Creating and Altering Indexes
After watching this video, you will be able to create and alter indexes in Teradata.
-
Teradata SQL: Creating and Altering Views
After watching this video, you will be able to create and alter views in Teradata.
-
Teradata SQL: Creating Triggers
After watching this video, you will be able to create triggers in Teradata.
-
Teradata SQL: Creating Procedures
After watching this video, you will be able to create procedures in Teradata.
-
Teradata SQL: Creating Recursive Views
After watching this video, you will be able to create recursive views in Teradata.
-
Teradata SQL: Creating Macros
After watching this video, you will be able to create macros in Teradata.
-
HDInsight: Azure Resource Manager (ARM) PowerShell
After watching this video, you will be able to describe Azure resource manager (ARM) PowerShell.
-
HDInsight: AdlCopy
After watching this video, you will be able to describe AdlCopy.
-
HDInsight: Run MapReduce
After watching this video, you will be able to run MapReduce jobs.
-
HDInsight: Azure Command Line Interface (CLI)
After watching this video, you will be able to use Azure CLI specifically to provision a cluster and perform routine small writes on a continuous basis.
-
HDInsight: AzCopy
After watching this video, you will be able to describe AzCopy.
-
HDInsight: Private Virtual Network
After watching this video, you will be able to create a HDInsight cluster in a private virtual network.
-
HDInsight: Custom Metastore
After watching this video, you will be able to create a HDInsight cluster with a custom metastore.
-
HDInsight: HDInsight Clusters
After watching this video, you will be able to identify HDInsight cluster types.
-
HDInsight: HDInsight Cluster Script Actions
After watching this video, you will be able to use scripts to customize a cluster.
-
HDInsight: Manage Metastore
After watching this video, you will be able to manage metastore upgrades on HDInsight.
-
Teradata SQL: Performing DDL on Temporal Tables
After watching this video, you will be able to perform DDL operations using their temporal form in Teradata.
-
Teradata SQL: Creating Temporal Tables
After watching this video, you will be able to create temporal tables in Teradata.
-
Teradata SQL: Loading Data into Temporal Tables
After watching this video, you will be able to load data into temporal tables in Teradata.
-
Teradata SQL: Using the UPDATE Statement
After watching this video, you will be able to use the UPDATE statement to update data in Teradata.
-
Teradata SQL: Using the DELETE Statement
After watching this video, you will be able to use the DELETE statement to remove data from Teradata.
-
Teradata SQL: Using the INSERT Statement
After watching this video, you will be able to use the INSERT statement to insert data into Teradata.
-
Teradata SQL: Improving Performance of Merge Joins
After watching this video, you will be able to identify how to improve the performance of merge joins in Teradata.
-
Teradata SQL: Overview of Temporal Concepts
After watching this video, you will be able to describe the basic temporal concepts in Teradata.
-
Teradata SQL: Using MERGE
After watching this video, you will be able to use MERGE to merge data into a table in Teradata.
-
Teradata SQL: Optimizing Query Design
After watching this video, you will be able to identify how to optimize query design in Teradata.
-
Teradata SQL: Performing DML on Temporal Tables
After watching this video, you will be able to perform DML operations using their temporal form in Teradata.
-
Teradata SQL: Performing DDL and DML in Teradata
After watching this video, you will be able to perform DDL and DML operations on regular and temporal tables in Teradata.
-
HDInsight: Hive Table Joins
After watching this video, you will be able to use join tables with Hive.
-
HDInsight: Python UDFs with Hive and Apache Pig
After watching this video, you will be able to describe Python UDFs with Hive and Apache Pig.
-
HDInsight: Apache Pig Scripts
After watching this video, you will be able to design scripts with Apache Pig.
-
HDInsight: Hive Query Bottlenecks
After watching this video, you will be able to identify Hive query bottlenecks.
-
HDInsight: Java UDFs with Hive
After watching this video, you will be able to describe Java UDFs with Hive.
-
HDInsight: Manage Spark Resources
After watching this video, you will be able to use YARN to share resources between Spark applications.
-
HDInsight: Spark Performance
After watching this video, you will be able to describe how to optimize Spark performance.
-
HDInsight: Hive Storage Formats
After watching this video, you will be able to identify Hive storage formats.
-
HDInsight: Use Hive Tables
After watching this video, you will be able to use Hive tables.
-
HDInsight: Spark External Data Sources
After watching this video, you will be able to connect to external Spark data sources.
-
HDInsight: Spark Datasets
After watching this video, you will be able to describe Spark dataset programs and how to add custom Python and Scala code.
-
HDInsight: Tuning Spark Performance
After watching this video, you will be able to describe how to tune Spark performance using executors, partitioning, and bucketing.
-
HDInsight: Create Clusters Using Azure Data Factory
After watching this video, you will be able to create a cluster using Azure Data Factory (ADF).
-
HDInsight: Storage with Azure Data Factory Activity
After watching this video, you will be able to connect a storage account to a cluster using the Azure Data Factory (ADF).
-
HDInsight: Spark SQL Query Graph
After watching this video, you will be able to identify bottlenecks using Spark SQL query graphs.
-
HDInsight: Introduction to Azure Data Factory (ADF)
After watching this video, you will be able to describe Azure Data Factory (ADF).
-
HDInsight: Integrating Hive Metastore with Spark
After watching this video, you will be able to describe how to share metastores and storage accounts between clusters such as Hive and Spark.
-
HDInsight: On-demand Clusters with Azure Data Factory
After watching this video, you will be able to create an on-demand Hadoop cluster in HDInsight.
-
HDInsight: Apache Oozie with HDInsight
After watching this video, you will be able to use Apache Oozie in HDInsight.
-
HDInsight: Introduction to Spark SQL
After watching this video, you will be able to describe Spark SQL in HDInsight.
-
HDInsight: Spark SQL Queries
After watching this video, you will be able to run queries using Spark SQL.
-
HDInsight: Comparing Storage Types
After watching this video, you will be able to compare different storage types for data pipeline.
-
HDInsight: Connect to External Data Sources
After watching this video, you will be able to connect to external data sources.
-
HDInsight: Spark Clusters and BI Tools
After watching this video, you will be able to describe how to use BI tools with Apache Spark on HDInsight.
-
HDInsight: Spark SQL Join Types
After watching this video, you will be able to optimize Spark SQL join types.
-
HDInsight: Iterative Queries with Spark DataFrames
After watching this video, you will be able to cache Spark DataFrames.
-
HDInsight: Parquet Files
After watching this video, you will be able to read and write Parquet files in Spark.
-
HDInsight: Spark Thrift Server
After watching this video, you will be able to manage Spark Thrift server.
-
HDInsight: Spark Storage Types
After watching this video, you will be able to describe the different storage types for interactive queries.
-
HDInsight: Interactive Hive Clusters and BI Tools
After watching this video, you will be able to connect Interactive Hive clusters to BI tools.
-
HDInsight: Run Spark SQL Queries
After watching this video, you will be able to run Spark SQL queries.
-
HDInsight: Introduction to Interactive Hive
After watching this video, you will be able to describe Interactive Hive.
-
HDInsight: Hive LLAP
After watching this video, you will be able to describe Hive LLAP and how to enable it through Hive settings.
-
HDInsight: Apache Parquet
After watching this video, you will be able to describe Apache Parquet.
-
HDInsight: Interactive Livy Sessions
After watching this video, you will be able to manage interactive Livy sessions.
-
HDInsight: Introduction to Jupyter and Apache Zeppelin
After watching this video, you will be able to describe Jupyter and Apache Zeppelin.
-
HDInsight: Merge DataFrames Using Spark SQL
After watching this video, you will be able to merge DataFrames using Spark SQL.
-
HDInsight: Interactive Querying Using Hive
After watching this video, you will be able to describe what interactive querying is and how its used with Hive.
-
HDInsight: HDInsight Domain-joined Clusters
After watching this video, you will be able to create a HDInsight domain-joined cluster.
-
HDInsight: HDInsight Managed Disks
After watching this video, you will be able to configure managed disks on HDInsight.
-
HDInsight: HDInsight Clusters Using PowerShell
After watching this video, you will be able to use PowerShell to provision an HDInsight cluster.
-
HDInsight: HDInsight Clusters Using Azure CLI
After watching this video, you will be able to use Azure CLI tools to provision an HDInsight cluster.
-
HDInsight: HDInsight Clusters Using Azure Portal
After watching this video, you will be able to use Azure Portal to provision an HDInsight cluster.
-
HDInsight: HDInsight .NET SDK
After watching this video, you will be able to use .NET SDK to provision an HDInsight cluster.
-
HDInsight: Ambari Services
After watching this video, you will be able to use Ambari to start and stop services.
-
HDInsight: Ambari Alerts and Metrics
After watching this video, you will be able to manage alerts and metrics using Ambari.
-
HDInsight: HDInsight VNet Peering
After watching this video, you will be able to configure vNet peering on HDInsight.
-
HDInsight: Ambari Configuration
After watching this video, you will be able to describe Ambari configuration.
-
HDInsight: Hadoop Heap Dumps
After watching this video, you will be able to describe how to enable heap dumps for Hadoop services.
-
HDInsight: Cluster-level Debugging
After watching this video, you will be able to describe cluster-level debugging.
-
HDInsight: Azure Table Storage
After watching this video, you will be able to describe Azure Table storage.
-
HDInsight: Azure Data Lake
After watching this video, you will be able to describe Azure Data Lake and how to store data.
-
HDInsight: Azure Blob Storage
After watching this video, you will be able to describe Azure Blob storage and how to store data.
-
HDInsight: Provision HDInsight Cluster
After watching this video, you will be able to provision HDInsight cluster.
-
HDInsight: On-premise and Cloud Data
After watching this video, you will be able to copy data from cloud to on-premise and vice versa.
-
HDInsight: Ingest Data Using AzCopy
After watching this video, you will be able to describe how to ingest data in Apache Hive and Apache Spark using AzCopy.
-
HDInsight: Ingest Data Using Apache Sqoop
After watching this video, you will be able to describe how to ingest data in Apache Hive and Apache Spark using Apache Sqoop.
-
HDInsight: Ingest Data Using ADF
After watching this video, you will be able to ingest data in Apache Hive and Apache Spark using Application Development Framework (ADF).
-
HDInsight: YARN ResourceManager UI
After watching this video, you will be able to describe how YARN ResourceManager UI works.
-
HDInsight: YARN Command Line Interface
After watching this video, you will be able to use the YARN CLI to kill an HDInsight job.
-
HDInsight: Ingest Data Using AdlCopy
After watching this video, you will be able to describe how to ingest data in Apache Hive and Apache Spark using AdlCopy.
-
HDInsight: Apache Hadoop YARN
After watching this video, you will be able to describe what Apache Hadoop YARN is and how it works.
-
HDInsight: Azure Operations Management Suite (OMS)
After watching this video, you will be able to describe the Azure Operations Management Suite (OMS).
-
HDInsight: HDInsight Users, Groups, and Permissions
After watching this video, you will be able to manage HDInsight users, groups, and permissions.
-
HDInsight: HDInsight Job Logs
After watching this video, you will be able to view logs for different types of HDInsight jobs.
-
HDInsight: Debug HDInsight Jobs
After watching this video, you will be able to debug jobs such as Hadoop and Spark jobs.
-
HDInsight: Securing HDInsight Clusters
After watching this video, you will be able to configure Kerberos on HDInsight.
-
HDInsight: HDInsight Service Accounts
After watching this video, you will be able to configure service accounts on HDInsight.
-
HDInsight: HDInsight SSH Tunneling
After watching this video, you will be able to describe how to implement SSH tunneling.
-
HDInsight: Introduction to Apache Hive
After watching this video, you will be able to describe Apache Hive.
-
HDInsight: Introduction to Apache Pig
After watching this video, you will be able to describe Apache Pig.
-
HDInsight: HDInsight Restricted Access
After watching this video, you will be able to identify how to restrict access to HDInsight data.
-
HDInsight: Manage HDInsight Users
After watching this video, you will be able to manage HDInsight users.
-
HDInsight: Hive Performance
After watching this video, you will be able to describe how to improve Hive performance.
-
HDInsight: XML with Hive
After watching this video, you will be able to use XML files with Hive.
-
HDInsight: External Hive Tables
After watching this video, you will be able to define external Hive tables.
-
HDInsight: Load Data into Hive Tables
After watching this video, you will be able to identify how to load data into Hive tables.
-
HDInsight: JSON with Hive
After watching this video, you will be able to describe how to use JSON files with Hive.
-
HDInsight: What Is HDInsight?
After watching this video, you will be able to describe HDInsight and what it is used for.
-
HDInsight: HDInsight Configuration
After watching this video, you will be able to manage HDInsight configuration.
-
HDInsight: MapReduce
After watching this video, you will be able to examine MapReduce examples such as wordcount or wordmean.
-
HDInsight: What Is Hadoop?
After watching this video, you will be able to describe Hadoop and the MapReduce process.
-
HDInsight: Install PuTTY
After watching this video, you will be able to install PuTTY on windows.
-
Implementing Smart Contracts Using Ethereum: Smart Contracts
After watching this video, you will be able to describe the role of Smart Contracts and its relevance in Ethereum.
-
Implementing Smart Contracts Using Ethereum: Ethereum Node
After watching this video, you will be able to illustrate the architecture of Ethereum node.
-
Implementing Smart Contracts Using Ethereum: Ethereum Programming Languages
After watching this video, you will be able to recall the various programming languages that can be used to define Smart Contracts.
-
Implementing Smart Contracts Using Ethereum: Multichain Basics
After watching this video, you will be able to list the essential capabilities of Multichain that can be used to build blockchain applications.
-
Implementing Smart Contracts Using Ethereum: Install Multichain
After watching this video, you will be able to illustrate the steps involved in the installation of Multichain.
-
Implementing Smart Contracts Using Ethereum: Ethereum Network
After watching this video, you will be able to demonstrate the steps involved in creating a private Ethereum blockchain.
-
Implementing Smart Contracts Using Ethereum: Private Ethereum Setup
After watching this video, you will be able to create a private Ethereum blockchain.
-
Implementing Smart Contracts Using Ethereum: Blind Auction Contract
After watching this video, you will be able to demonstrate how to create a blind auction contract for Ethereum using Solidity.
-
Implementing Smart Contracts Using Ethereum: Application Binary Interface
After watching this video, you will be able to specify the important components of the application binary interface involved in interacting with contracts.
-
Implementing Smart Contracts Using Ethereum: Ethereum Development Environment
After watching this video, you will be able to demonstrate the steps involved in setting up the Ethereum development environment.
-
Implementing Smart Contracts Using Ethereum: Solidity Programming Language
After watching this video, you will be able to illustrate the fundamental concepts of the Solidity programming language.
-
Implementing Smart Contracts Using Ethereum: Multichain Creation
After watching this video, you will be able to create and work with Multichain.
-
Implementing Smart Contracts Using Ethereum: Create Assets
After watching this video, you will be able to create assets in Multichain.
-
Implementing Smart Contracts Using Ethereum: Round Robin Consensus
After watching this video, you will be able to work with round-robin consensus.
-
Securing Blockchain Implementations: Blockchain Security Limitations & Denial of Service
After watching this video, you will be able to identify the limitations found in blockchain security, along with the vulnerabilities associated with hack and Denial of Service attacks.
-
Securing Blockchain Implementations: Exercise: Describe Blockchain Challenges & Security
After watching this video, you will be able to describe the challenges associated with blockchain implementation and its security .
-
Securing Blockchain Implementations: Security Paradigms in Blockchain
After watching this video, you will be able to identify the essential security paradigms and strategies in blockchain.
-
Securing Blockchain Implementations: Secure Node and Wallet
After watching this video, you will be able to specify the approaches of securing nodes and wallets.
-
Securing Blockchain Implementations: Security in Blockchain
After watching this video, you will be able to describe the essential security features that are needed to implement in blockchain.
-
Securing Blockchain Implementations: Password and Key Management
After watching this video, you will be able to recall the password and key management capabilities afforded by blockchain.
-
Implementing Smart Contracts Using Ethereum: Multichain Explorer
After watching this video, you will be able to illustrate the steps involved in installing Multichain explorer and work with Multichain Explorer.
-
Implementing Smart Contracts Using Ethereum: Exercise: Working with Wallets and Assets
After watching this video, you will be able to create new address in the wallet, create new assets, list and verify the assets.
-
Blockchain Architectural Components & Platforms: Cryptographic Proof of Identity
After watching this video, you will be able to illustrate the management of cryptographic identity using blockchain.
-
Blockchain Architectural Components & Platforms: Hyperledger Fabric Setup on Ubuntu
After watching this video, you will be able to set up Hyperledger Fabric v1.1 on Ubuntu on a localhost server.
-
Blockchain Architectural Components & Platforms: Blockchain Platforms
After watching this video, you will be able to list the prominent and popular blockchain platforms that are being implemented today.
-
Blockchain Architectural Components & Platforms: Select a Blockchain Platform
After watching this video, you will be able to define the essential criteria that should be considered when selecting the right blockchain implementation.
-
Blockchain Architectural Components & Platforms: Public Blockchain Applications
After watching this video, you will be able to demonstrate the approaches of using public blockchain applications like Augur and Digix.
-
Blockchain Architectural Components & Platforms: Blockchain Data Storage
After watching this video, you will be able to identify the data storage structure of blockchain and the essential elements of a blockchain file.
-
Blockchain Architectural Components & Platforms: Application Development Using Fabric-node-sdk
After watching this video, you will be able to demonstrate the approaches of application development using the Node SDK.
-
Blockchain Architectural Components & Platforms: Exercise: Working with Fabric Ledger & Composer
After watching this video, you will be able to stop Fabric ledger, start Fabric ledger, and start Hyperledger Composer Playground.
-
Blockchain Architectural Components & Platforms: Development Environment Setup
After watching this video, you will be able to set up the development environment for Hyperledger Fabric.
-
Blockchain Architectural Components & Platforms: Hyperledger Fabric Commands
After watching this video, you will be able to recall common usages of essential Hyperledger Fabric commands.
-
Bitcoin Internals & Wallet Configuration: Manage Bitcoin Configuration
After watching this video, you will be able to specify the steps and approaches of managing and configuring Bitcoin.
-
Bitcoin Internals & Wallet Configuration: Bitcoin Wallet
After watching this video, you will be able to illustrate the essential features of the Bitcoin Wallet.
-
Bitcoin Internals & Wallet Configuration: Bitcoin Core
After watching this video, you will be able to install Bitcoin Core.
-
Bitcoin Internals & Wallet Configuration: Bitcoin Network Configuration
After watching this video, you will be able to identify the essentials elements of Bitcoin network configuration.
-
Bitcoin Internals & Wallet Configuration: Bitcoin Currency
After watching this video, you will be able to identify the essential factors leading to the significant rise in the usage of the Bitcoin currency.
-
Bitcoin Internals & Wallet Configuration: Full Node
After watching this video, you will be able to describe the underlying objectives of full node, validation, and block.
-
Bitcoin Internals & Wallet Configuration: Bitcoin Blockchain
After watching this video, you will be able to illustrate the essential ecosystem of Bitcoin blockchain.
-
Bitcoin Internals & Wallet Configuration: Blockchain Java
After watching this video, you will be able to demonstrate how to implement Blockchain using Java.
-
Bitcoin Internals & Wallet Configuration: Wallet Client
After watching this video, you will be able to demonstrate how to set up the Bitcoin Core Wallet client and invoke transactions.
-
Bitcoin Internals & Wallet Configuration: Node.js Bitcoin Client
After watching this video, you will be able to illustrate how to facilitate communication with Bitcoin Core using Node.js.
-
Implementing Smart Contracts Using Ethereum: Ethereum and Bitcoin Comparison
After watching this video, you will be able to specify the essential differences between Bitcoin and Ethereum.
-
Implementing Smart Contracts Using Ethereum: Technology Convergence
After watching this video, you will be able to list the essential technologies that are used to implement Ethereum.
-
Implementing Smart Contracts Using Ethereum: Smart Contracts in Blockchain
After watching this video, you will be able to describe the concept of Smart Contracts in blockchain .
-
Implementing Smart Contracts Using Ethereum: Ethereum Architecture
After watching this video, you will be able to illustrate the architecture of Ethereum.
-
Bitcoin Internals & Wallet Configuration: Regulatory Reporting
After watching this video, you will be able to describe the approaches of facilitating regulatory reporting and the implementation of RegTech.
-
Bitcoin Internals & Wallet Configuration: Exercise: Set Up Development Environment with Java
After watching this video, you will be able to launch Bitcoin-core, look up transactions, and set up the development environment using Java.
-
Bitcoin Internals & Wallet Configuration: Regulation and Policies
After watching this video, you will be able to describe the regulation landscape and the government policies governing blockchain.
-
Bitcoin Internals & Wallet Configuration: Benefits of Blockchain to Enterprises
After watching this video, you will be able to illustrate the impact and benefits afforded by blockchain for businesses.
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NoSQL: What is SQL
NoSQL provides a non-relational, non-tabular means of data management that is not strictly dependent on SQL. In order to understand NoSQL fully, it is important to understand the SQL-based system that it is replacing. In this video, Chuck Easttom discusses SQL, as well as its primary functions and abilities.
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Teradata SQL: Performing Multitable Joins
After watching this video, you will be able to perform multitable joins in Teradata.
-
Teradata SQL: Performing Subqueries in Search Conditions
After watching this video, you will be able to perform subqueries in the search condition of a WHERE clause.
-
Teradata SQL: Performing Scalar Subqueries
After watching this video, you will be able to perform scalar subqueries to return results from Teradata.
-
Teradata SQL: Overview of the Types of Subqueries
After watching this video, you will be able to describe subqueries, scalar subqueries, and correlated subqueries, and how they are used in Teradata to retrieve results.
-
Teradata SQL: Performing Subqueries in a SELECT Statement
After watching this video, you will be able to perform basic subqueries in a SELECT statement to return results from Teradata.
-
Teradata SQL: Performing Theta Joins
After watching this video, you will be able to perform theta joins in Teradata.
-
Teradata SQL: Performing Inner Joins
After watching this video, you will be able to perform inner joins in Teradata.
-
Teradata SQL: Overview of Joins
After watching this video, you will be able to describe the different types of joins that can be performed in Teradata.
-
Teradata SQL: Performing Natural Joins
After watching this video, you will be able to perform natural joins in Teradata.
-
Teradata SQL: Performing Outer Joins
After watching this video, you will be able to perform outer joins in Teradata.
-
Teradata SQL: Performing Self Joins and Cross Joins
After watching this video, you will be able to perform self joins and cross joins in Teradata.
-
Teradata SQL: Using Attribute Functions
After watching this video, you will be able to use attribute functions to return descriptive information about their operand in Teradata.
-
Teradata SQL: Using String Functions
After watching this video, you will be able to use string functions to perform operations on strings of data in Teradata.
-
Teradata SQL: Using CASE Expressions
After watching this video, you will be able to use CASE expressions to evaluate a set of expressions in Teradata.
-
Analyzing Big Data with Microsoft R: rxBTrees
After watching this video, you will be able to recognize Microsoft R's rxBTrees function and its important arguments that implement a stochastic gradient-boosting algorithm.
-
Teradata SQL: Using Calendar Functions
After watching this video, you will be able to use calendar functions to work with dates, months, and years in Teradata.
-
Analyzing Big Data with Microsoft R: Neural Networks
After watching this video, you will be able to define essentials of Neural Networks algorithms and Microsoft R's xNeuralNet algorithm.
-
Teradata SQL: Using Regular Expression Functions
After watching this video, you will be able to use regular expression functions on data in Teradata.
-
Analyzing Big Data with Microsoft R: Model Ensembles Metrics
After watching this video, you will be able to list important model ensembles metrics.
-
Teradata SQL: Using Analytical Functions
After watching this video, you will be able to use the analytical functions in Teradata.
-
Analyzing Big Data with Microsoft R: K-means Clustering
After watching this video, you will be able to define k-means clustering analysis and its use cases.
-
Teradata SQL: Using the SELECT Statement
After watching this video, you will be able to use the SELECT statement to perform queries, including performing joins and subqueries.
-
Analyzing Big Data with Microsoft R: rxKmeans
After watching this video, you will be able to define Microsoft R's rxKmeans function and its important arguments used to conduct k-means clustering analysis.
-
Teradata SQL: Overview of Functions and SQL Operators
After watching this video, you will be able to identify the different types of functions in Teradata and how expressions and SQL operators are used.
-
Teradata SQL: Performing Correlated Subqueries
After watching this video, you will be able to perform correlated subqueries to return results from Teradata.
-
Analyzing Big Data with Microsoft R: rxKmeans Function
After watching this video, you will be able to identify key features of rxKmeans function.
-
Analyzing Big Data with Microsoft R: What Is Ensemble Learning?
After watching this video, you will be able to describe ensemble learning and its key features.
-
Teradata SQL: Using Derived Tables
After watching this video, you will be able to create and use derived tables in Teradata.
-
Analyzing Big Data with Microsoft R: rxEnsemble
After watching this video, you will be able to recognize rxEnsemble function and its important arguments used for ensemble learning.
-
Analyzing Big Data with Microsoft R: Random Forest
After watching this video, you will be able to define essentials of Random Forests algorithms and Microsoft R's rxFastForest function.
-
Analyzing Big Data with Microsoft R: Decision Forest
After watching this video, you will be able to define essentials of Decision Forests algorithms and Microsoft R's rxFastForest function.
-
Teradata SQL: Using Arithmetic Functions
After watching this video, you will be able to use arithmetic functions and operators on data in Teradata.
-
Analyzing Big Data with Microsoft R: rxFastTrees
After watching this video, you will be able to recognize Microsoft R's rxFastTrees function and its important arguments that implement a gradient-boosting algorithmrecognize Microsoft R's rxFastTrees function and its important arguments that implement a g
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Teradata SQL: Overview of SQL for Teradata
After watching this video, you will be able to describe SQL and how it can be used in Teradata.
-
Analyzing Big Data with Microsoft R: Unsupervised Learning
After watching this video, you will be able to describe essentials of unsupervised learning.
-
Analyzing Big Data with Microsoft R: Introduction to Clustering Analysis
After watching this video, you will be able to recognize main types of clustering analysis techniques.
-
Analyzing Big Data with Microsoft R: rxDTree Function
After watching this video, you will be able to identify key features of rxDTree function.
-
Analyzing Big Data with Microsoft R: Naive Bayes Classifier
After watching this video, you will be able to describe the Bayes’ Theorem and Naive Bayes classifier.
-
Analyzing Big Data with Microsoft R: Support Vector Machines
After watching this video, you will be able to recognize essentials of Support Vector Machines.
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Analyzing Big Data with Microsoft R: rxOneClassSvm
After watching this video, you will be able to describe rxOneClassSvm function and its important arguments.
-
Analyzing Big Data with Microsoft R: One-class Support Vector Machine
After watching this video, you will be able to identify important aspects of One-class Support Vector Machines.
-
Analyzing Big Data with Microsoft R: Regression Trees
After watching this video, you will be able to describe regression tree analysis and its use cases.
-
Analyzing Big Data with Microsoft R: Classification Trees
After watching this video, you will be able to describe classification tree analysis and its use cases.
-
Analyzing Big Data with Microsoft R: rxDTree
After watching this video, you will be able to describe rxDTree function and its important arguments.
-
Analyzing Big Data with Microsoft R: Visualizing Decision Trees
After watching this video, you will be able to identify options for visualization of decision trees in Microsoft R.
-
Teradata SQL: Using GROUPING SETS, ROLLUP, and CUBE
After watching this video, you will be able to use GROUPING SETS, ROLLUP, and CUBE to analyze data across a dimension in Teradata.
-
Teradata SQL: Using the WITH clause
After watching this video, you will be able to use the WITH clause in a SELECT statement in Teradata.
-
Teradata SQL: Using TOP, SAMPLE and SAMPLEID
After watching this video, you will be able to use TOP, SAMPLE, and the SAMPLEID expression in a SELECT statement to limit results in Teradata.
-
Analyzing Big Data with Microsoft R: Microsoft R's Classification Algorithms
After watching this video, you will be able to identify important machine learning algorithms that are available in Microsoft R.
-
Teradata SQL: Using Aggregations
After watching this video, you will be able to use MIN, MAX, COUNT, AVG, SUM aggregates in a SELECT statement in Teradata.
-
Analyzing Big Data with Microsoft R: Logistic Regression Functions
After watching this video, you will be able to recognize important functions for constructing and evaluating logistic regression models.
-
Analyzing Big Data with Microsoft R: Introduction to Classification Algorithms
After watching this video, you will be able to recognize essentials of classification algorithms.
-
Analyzing Big Data with Microsoft R: Microsoft R and Linear Regression
After watching this video, you will be able to describe Microsoft R's important functions and arguments for modeling linear regressions.
-
Teradata SQL: Performing Basic SELECT Statements
After watching this video, you will be able to perform basic SELECT statements in Teradata.
-
Analyzing Big Data with Microsoft R: Linear Regression Interpretation
After watching this video, you will be able to recall how to interpret linear regression results.
-
Teradata SQL: Performing Basic WHERE Clause Searches
After watching this video, you will be able to use basic WHERE clause in a SELECT statement to perform conditional queries in Teradata.
-
Analyzing Big Data with Microsoft R: Nonlinear Regression
After watching this video, you will be able to describe nonlinear regression analysis and identify key differences between linear and nonlinear regression analysis.
-
Teradata SQL: Overview of the Basic Teradata Query Utility
After watching this video, you will be able to launch and use the BTEQ command line tool and identify how it is used as a query management tool.
-
Analyzing Big Data with Microsoft R: Linear Regression Functions
After watching this video, you will be able to identify important functions for constructing and evaluating linear regression models.
-
Teradata SQL: The SELECT Statement
After watching this video, you will be able to describe the different clauses in a SELECT statement.
-
Analyzing Big Data with Microsoft R: Introduction to Logistic Regression
After watching this video, you will be able to describe fundamentals of logistic regression and its use cases.
-
Teradata SQL: Using the GROUP BY and HAVING Clauses
After watching this video, you will be able to use the GROUP BY and HAVING clauses to perform grouping in query results in Teradata.
-
Analyzing Big Data with Microsoft R: Logistic Model Accuracy Measurement
After watching this video, you will be able to identify important metrics for measuring the accuracy of logistic regression models.
-
Analyzing Big Data with Microsoft R: Logistic Regression Interpretation
After watching this video, you will be able to recognize how to interpret logistic regression results.
-
Teradata SQL: Performing Advanced WHERE Clause Searches
After watching this video, you will be able to perform advanced WHERE clause searches in a SELECT statement to limit results in Teradata.
-
Analyzing Big Data with Microsoft R: Microsoft R and Logistic Regression
After watching this video, you will be able to recall Microsoft R's important functions and arguments for modeling logistic regressions.
-
Teradata SQL: Using the ORDER BY Clause
After watching this video, you will be able to use the ORDER BY clause in a SELECT statement to perform a query in Teradata.
-
Teradata SQL: Using DateTime and Interval Functions (Part 2)
After watching this video, you will be able to use the different DateTime and Interval functions, LAST_DAY, NEXT_DAY, TRUNC, ROUND, EXTRACT in Teradata.
-
Teradata SQL: Overview of Data Type Conversions
After watching this video, you will be able to identify the three ways data types are converted in Teradata.
-
Teradata SQL: Using DateTime and Interval Functions (Part 1)
After watching this video, you will be able to use the different DateTime and Interval functions, ADD_MONTHS, OADD_MONTHS, AND MONTHS_BETWEEN in Teradata.
-
Teradata SQL: Using Data Type Conversion Functions (Part 1)
After watching this video, you will be able to use data type conversion functions to convert characters in Teradata with CAST.
-
Teradata SQL: Using Data Type Conversion Functions (Part 2)
After watching this video, you will be able to use data type conversion to convert numbers, times, and intervals in Teradata with CAST.
-
Teradata SQL: Understanding Implicit Type Conversions
After watching this video, you will be able to identify when implicit data conversion is performed and what the supported data types are.
-
Teradata SQL: Overview of Using CAST
After watching this video, you will be able to identify the syntax and rules for using CAST to perform data conversions in Teradata.
-
Teradata SQL: Using Arithmetic DateTime and Interval Functions
After watching this video, you will be able to use arithmetic operators, ANSI DateTime, and Interval Data Types in Teradata.
-
Teradata SQL: Using Scalar Operations and DateTime Functions
After watching this video, you will be able to use scalar operations with DateTime functions to work with dates and times in Teradata.
-
Teradata SQL: Using ANSI DateTime Expressions
After watching this video, you will be able to use ANSI DateTime expressions to do computations with Time Zones and interval values in Teradata.
-
Teradata SQL: Using ANSI Interval Expressions
After watching this video, you will be able to use ANSI Interval expressions to perform calculations on Interval values in Teradata.
-
Teradata SQL: Overview of Using Set Operators
After watching this video, you will be able to describe the set operators, their syntax, and order precedence for use in Teradata.
-
Teradata SQL: Using Data Type Conversion Functions
After watching this video, you will be able to identify and use the data type conversion functions to convert data in Teradata.
-
Analyzing Big Data with Microsoft R: Using Summary Statistics Functions
After watching this video, you will be able to identify key functions that are used to produce summary statistics.
-
Analyzing Big Data with Microsoft R: Introduction to Data Visualization
After watching this video, you will be able to describe data visualization and its importance.
-
Analyzing Big Data with Microsoft R: Data Visualization with R
After watching this video, you will be able to identify important R functions and packages for data visualization.
-
Analyzing Big Data with Microsoft R: rxHistograms
After watching this video, you will be able to recall how to create histograms in Microsoft R.
-
Analyzing Big Data with Microsoft R: rxLinePlots
After watching this video, you will be able to specify how to create line plots in Microsoft R.
-
Analyzing Big Data with Microsoft R: Using Data Visualization Functions
After watching this video, you will be able to identify key functions that are used to visualize data.
-
Analyzing Big Data with Microsoft R: Introduction to Linear Regression
After watching this video, you will be able to describe fundamentals of linear regression and its use cases.
-
Analyzing Big Data with Microsoft R: Linear Model Accuracy Measurement
After watching this video, you will be able to recognize important metrics for measuring the accuracy of linear regression models.
-
Analyzing Big Data with Microsoft R: rxSummary Function
After watching this video, you will be able to recognize the rxSummary function and its use cases.
-
Analyzing Big Data with Microsoft R: rxQuantile Function
After watching this video, you will be able to identify use cases of the rxQuantile function.
-
Analyzing Big Data with Microsoft R: rxCube Function
After watching this video, you will be able to identify use cases of the rxCube function.
-
Analyzing Big Data with Microsoft R: Summarizing Qualitative Data
After watching this video, you will be able to identify important statistics used for summarizing quantitative data.
-
Analyzing Big Data with Microsoft R: Summarizing Quantitative Data
After watching this video, you will be able to identify important statistics used for summarizing qualitative data.
-
Analyzing Big Data with Microsoft R: Summarizing Bivariate Relationships
After watching this video, you will be able to describe univariate analysis and identify important functions.
-
Analyzing Big Data with Microsoft R: rxCrossTabs Function
After watching this video, you will be able to describe the rxCrossTabs function and its use cases.
-
Introduction: Initial Configuration of the MySQL Server
After watching this video, you will be able to properly configure the MySQL Server.
-
Introduction: Introduction to MySQL Workbench
After watching this video, you will be able to describe what MySQL Workbench is and recognize the various functions it can perform.
-
Introduction: Options File Configuration
After watching this video, you will be able to configure the Options File to change the behavior of the MySQL server.
-
Introduction: MySQL Workbench Connections
After watching this video, you will be able to use MySQL Workbench to create and maintain database connections .
-
Introduction: MySQL Connection Navigator
After watching this video, you will be able to use the Navigator Window to perform common server management tasks.
-
Introduction: Status and System Variables
After watching this video, you will be able to use MySQL Workbench to define and configure both system variables and status variables.
-
Introduction: New User Creation
After watching this video, you will be able to use MySQL Workbench to create and manage new user accounts.
-
Introduction: Users and Privileges Management
After watching this video, you will be able to manage the permissions each user has within your MySQL environment.
-
Introduction: Exercise: Working with MySQL Workbench
After watching this video, you will be able to work with MySQL Workbench to perform various administrative tasks.
-
Database Design Fundamentals: RDBMS Essentials
After watching this video, you will be able to describe the key components of a RDBMS, including table structure, keys, and relationships.
-
Database Design Fundamentals: Table Design Concepts
After watching this video, you will be able to define the standards used in tables for data storage, such as removing duplicates, breaking down fields, and the use of primary keys.
-
Database Design Fundamentals: Column Design Concepts
After watching this video, you will be able to define the standards used in column design and properties, such as auto increment columns, default and null values, and modifying size and format.
-
Database Design Fundamentals: Table and Column Properties
After watching this video, you will be able to use MySQL Workbench to determine table and column properties.
-
Database Design Fundamentals: Relationships
After watching this video, you will be able to define table relationships in a database, including one-to-many, one-to-one, and many-to-many.
-
Database Design Fundamentals: Normalization
After watching this video, you will be able to describe database normalization and identify the various levels of normalization.
-
Database Design Fundamentals: Benefits of Database Normalization
After watching this video, you will be able to identify the benefits achieved through the normalization process.
-
Database Design Fundamentals: What is Full Stack Development (FSD)?
After watching this video, you will be able to describe what Full Stack Development is and the various tasks a developer would perform in each area.
-
Database Design Fundamentals: Anatomy of a Full Stack Environment
After watching this video, you will be able to describe the components of a full stack environment and how each component interacts.
-
Database Design Fundamentals: FSD and MySQL
After watching this video, you will be able to describe the most common software stacks available that employ MySQL.
-
Database Design Fundamentals: Exercise: Database Design and FSD Concepts
After watching this video, you will be able to describe the overall structure of a RDBMS and the FSD environment.
-
DDL Statements: Data Definition Language (DDL) Statements
After watching this video, you will be able to describe the use of the CREATE, ALTER, and DROP DDL statements, and recognize their basic syntax.
-
DDL Statements: Creating MySQL Databases
After watching this video, you will be able to use the CREATE DATABASE DDL statement to create a new database with specific syntax and parameters.
-
DDL Statements: Altering and Dropping MySQL Databases
After watching this video, you will be able to use the ALTER and DROP DDL statements to change and drop an existing database.
-
DDL Statements: Creating MySQL Tables
After watching this video, you will be able to use the CREATE TABLE DDL statement to create new tables and define their properties.
-
DDL Statements: Altering and Dropping MySQL Tables
After watching this video, you will be able to use the ALTER and DROP DDL statements to change and drop an existing table.
-
DDL Statements: Creating and Altering Views
After watching this video, you will be able to use the CREATE and ALTER VIEW DDL statements to create and alter views in MySQL databases.
-
DDL Statements: Querying Views
After watching this video, you will be able to use views to retrieve records from tables and other views.
-
DDL Statements: Nested Views
After watching this video, you will be able to create nested views.
-
DDL Statements: Advanced Views
After watching this video, you will be able to create advanced views using join statements and use aggregate functions.
-
DDL Statements: Exercise: Using DDL Statements and Views in MySQL
After watching this video, you will be able to use DDL statements to work with database objects and views.
-
Query & Performance Optimization: Optimizing the Server Hardware
After watching this video, you will be able to recognize options for optimizing the configuration for the server running MySQL.
-
Query & Performance Optimization: Optimizing MySQL
After watching this video, you will be able to configure MySQL values to fine-tune the instance for optimal performance.
-
Query & Performance Optimization: The MONyog Monitoring Tool
After watching this video, you will be able to download and install the MONyog performance monitoring tool for MySQL.
-
Query & Performance Optimization: Using MONyog
After watching this video, you will be able to use MONyog to monitor and configure OS settings to optimize MySQL performance.
-
Query & Performance Optimization: Exercise: Performance Optimization in MySQL
After watching this video, you will be able to recognize various methods available for optimizing the overall performance of MySQL, including optimizing queries.
-
Query & Performance Optimization: Understanding Query Optimization
After watching this video, you will be able to recognize potential problems affecting query run time and how to eliminate these problems.
-
Query & Performance Optimization: EXPLAIN Statement Fundamentals
After watching this video, you will be able to describe the purpose of the EXPLAIN statement and the results it returns.
-
Query & Performance Optimization: Visual Explain Plan
After watching this video, you will be able to use the Visual Explain feature to generate a visual representation of a MySQL query.
-
Query & Performance Optimization: Using the EXPLAIN Statement
After watching this video, you will be able to use the EXPLAIN statement to analyze query execution in the MySQL client.
-
Query & Performance Optimization: The Query Optimizer
After watching this video, you will be able to use the query optimizer to control query plan evaluation.
-
Query & Performance Optimization: Optimizing InnoDB Storage
After watching this video, you will be able to identify strategies available for optimizing InnoDB storage usage.
-
GIS, Cloud, & Connectors: Migrating to Amazon RDS
After watching this video, you will be able to describe MySQL setup and migration using the Amazon Relational Database Service (RDS) and the Amazon Database Migration Service (DMS).
-
GIS, Cloud, & Connectors: Integrating with Oracle Cloud
After watching this video, you will be able to describe provisioning and integrating MySQL on the Oracle Cloud using Oracle's Cloud Services .
-
GIS, Cloud, & Connectors: Using the MySQL JDBC Connector
After watching this video, you will be able to use the Java Database Connectivity (JDBC) connector to access MySQL from within a Java app.
-
GIS, Cloud, & Connectors: Working with the ADO.NET Connector
After watching this video, you will be able to work with the ADO.NET MySQL connector within Visual Studio.
-
GIS, Cloud, & Connectors: Using MySQL via the Python Connector
After watching this video, you will be able to use the Python connector to access MySQL from within a Python App.
-
GIS, Cloud, & Connectors: Exercise: Using Geospatial Data Types
After watching this video, you will be able to describe and use geospatial database types in MySQL.
-
Database Design Fundamentals: Normal Forms
After watching this video, you will be able to describe the normalization process through each level of the normal forms.
-
GIS, Cloud, & Connectors: Using Geospatial Data in MySQL
After watching this video, you will be able to create and use geospatial tables, fields, and indexes to manage GIS based data in MySQL.
-
GIS, Cloud, & Connectors: Working with the GIS Data Types
After watching this video, you will be able to work with the basic Point, Polygon, and Geometry spatial data types in MySQL.
-
GIS, Cloud, & Connectors: Using the Geospatial Collection Data Types
After watching this video, you will be able to use the MySQL collection data types like Multipoint and Multilinestring to manage collections of values.
-
GIS, Cloud, & Connectors: Using the Azure MySQL Service
After watching this video, you will be able to describe a MySQL deployment using the Microsoft Azure cloud service.
-
Manipulating Data: Importing Data
After watching this video, you will be able to use MySQL Workbench to import existing data into your tables.
-
Manipulating Data: Data Manipulation Language (DML) Statements
After watching this video, you will be able to describe the use of the INSERT, UPDATE, and DELETE DML statements, and recognize their basic syntax.
-
Manipulating Data: Basic INSERT Statements
After watching this video, you will be able to work with the INSERT statement to add new data to your MySQL tables.
-
Manipulating Data: Basic UPDATE Statements
After watching this video, you will be able to work with the UPDATE statement to modify existing data in your MySQL tables.
-
Manipulating Data: DELETE Statements
After watching this video, you will be able to work with the DELETE statement to remove existing data from your MySQL tables.
-
Manipulating Data: Advanced INSERT Statements
After watching this video, you will be able to use additional INSERT options to add new data to your MySQL tables.
-
Manipulating Data: Advanced UPDATE Statements
After watching this video, you will be able to use additional UPDATE options to modify existing data in your MySQL tables.
-
Manipulating Data: Inserting and Deleting Data
After watching this video, you will be able to use MySQL Workbench to insert and delete data in your tables.
-
Manipulating Data: Viewing and Editing Data
After watching this video, you will be able to use MySQL Workbench to view and modify existing data in your tables.
-
Manipulating Data: Filtering Data
After watching this video, you will be able to use MySQL Workbench to retrieve data from your tables using filters.
-
Manipulating Data: Exporting Data
After watching this video, you will be able to use MySQL Workbench to export existing data in your tables to an external file.
-
SELECT Statement & Operators: Control Flow Operators
After watching this video, you will be able to use control flow operators to control the results returned by SELECT statements.
-
SELECT Statement & Operators: Exercise: Creating SELECT Statements
After watching this video, you will be able to work with various operator types to create effective SELECT statements.
-
Manipulating Data: Exercise: Using DML Statements and MySQL Workbench
After watching this video, you will be able to manipulate data using the DML statements and MySQL Workbench.
-
SELECT Statement & Operators: SELECT Statement Fundamentals
After watching this video, you will be able to recognize the basic syntax of the SELECT statement and how it is used to retrieve data.
-
SELECT Statement & Operators: Record Filtering and Ordering
After watching this video, you will be able to create SELECT statements using the WHERE and ORDER BY clauses to limit and order returned records.
-
SELECT Statement & Operators: The INSERT... SELECT Statement
After watching this video, you will be able to create INSERT INTO statements using SELECT to copy data between tables.
-
SELECT Statement & Operators: SELECT Statements and Joins
After watching this video, you will be able to create SELECT statements using the JOIN clause to return records from multiple tables.
-
SELECT Statement & Operators: SELECT Statements and Unions
After watching this video, you will be able to create SELECT statements using the UNION clause to combine the result of multiple SELECT statements into a single returned dataset.
-
SELECT Statement & Operators: Comparison Operators
After watching this video, you will be able to use comparison operators on both number and string values in SELECT statements.
-
SELECT Statement & Operators: Logical Operators
After watching this video, you will be able to use logical operators to test values in SELECT statements.
-
SELECT Statement & Operators: Assignment Operators
After watching this video, you will be able to use assignment operators in SELECT statements to assign values to variables.
-
Working with Functions: String Comparison Functions
After watching this video, you will be able to use the string comparison functions to compare one string to another.
-
Working with Functions: Date/Time Functions
After watching this video, you will be able to work with date and time values, including how to modify the way they are displayed.
-
Working with Functions: Exercise: Using Functions in Queries
After watching this video, you will be able to create queries that use various MySQL functions to return specific results from the database.
-
Working with Functions: Introduction to Functions in MySQL
After watching this video, you will be able to describe what functions are, what they are used for, and the different categories of functions available in MySQL.
-
Working with Functions: The GROUP BY Clause and Aggregate Function Basics
After watching this video, you will be able to recognize the syntax of the GROUP BY clause in a SELECT statement and the basic aggregate functions that are available.
-
Working with Functions: Using the GROUP BY Clause and Aggregate Functions
After watching this video, you will be able to work with the GROUP BY clause and aggregate functions in SELECT statements to filter result sets.
-
Working with Functions: Numeric Functions
After watching this video, you will be able to work with numeric functions such as ROUND, POW, CEILING, and FLOOR.
-
Working with Functions: The COUNT Function
After watching this video, you will be able to use the COUNT function to determine the number of rows returned by a query.
-
Working with Functions: MIN and MAX Functions
After watching this video, you will be able to use the MIN and MAX functions in queries to return the smallest and largest values.
-
Working with Functions: SUM and AVERAGE Functions
After watching this video, you will be able to use the SUM and AVERAGE functions to calculate the total and average of the values returned by a query.
-
Working with Functions: Character Functions
After watching this video, you will be able to work with various character functions in queries, including CONCAT, LEFT, RIGHT, and LENGTH.
-
Query & Performance Optimization: Creating Indexes
After watching this video, you will be able to work with clustered and secondary indexes on a table .
-
Query & Performance Optimization: Maintaining Indexes
After watching this video, you will be able to recognize general methods for maintaining tables and indexes.
-
Stored Routines, Triggers, & the InnoDB memcached Plugin: Exercise: Using the InnoDB memcached Plugin
After watching this video, you will be able to use triggers, events, and the InnoDB memcached plugin in MySQL databases.
-
Query & Performance Optimization: MySQL Indexes
After watching this video, you will be able to identify the types of indexes and how they function in queries.
-
Stored Routines, Triggers, & the InnoDB memcached Plugin: Working with Stored Programs
After watching this video, you will be able to create and execute stored programs in MySQL.
-
Stored Routines, Triggers, & the InnoDB memcached Plugin: Working with Stored Routines
After watching this video, you will be able to create and execute stored routines in MySQL.
-
Stored Routines, Triggers, & the InnoDB memcached Plugin: Creating and Dropping Triggers
After watching this video, you will be able to use the CREATE_TRIGGER and DROP_TRIGGER statements to create a new trigger or delete an existing trigger in MySQL.
-
Stored Routines, Triggers, & the InnoDB memcached Plugin: Working with Triggers
After watching this video, you will be able to create and execute triggers in MySQL.
-
Stored Routines, Triggers, & the InnoDB memcached Plugin: Working with Events
After watching this video, you will be able to use events in MySQL to schedule and run repetitive tasks in your database.
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Stored Routines, Triggers, & the InnoDB memcached Plugin: InnoDB memcached Architecture
After watching this video, you will be able to recognize how the InnoDB memcached plugin fits in the overall architecture of MySQL and the function it serves.
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Stored Routines, Triggers, & the InnoDB memcached Plugin: Installing the InnoDB memcached Plugin
After watching this video, you will be able to install and configure the InnoDB memcached plugin for use in MySQL.
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Python for Data Science: Using Data Containers in Python
After watching this video, you will be able to describe the various Python containers for data management.
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Python for Data Science: Lists and Dictionaries
After watching this video, you will be able to create lists, tuples, and dictionaries with Python to drive data.
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Python for Data Science: Python List Comprehensions
After watching this video, you will be able to use Python list comprehensions to create lists.
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Python for Data Science: IPython Components
After watching this video, you will be able to describe the IPython shell and shell commands.
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Python for Data Science: Exploring Jupyter Notebook
After watching this video, you will be able to define Python interactive computational environment and describe its use with data science.
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Python for Data Science: The Jupyter QT Console
After watching this video, you will be able to run the Jupyter QT Console and familiarize with the basics of its user interface.
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Python for Data Science: Data Science Architecture
After watching this video, you will be able to describe elements of data science and datasets with various modeling and prediction relationships.
-
Python for Data Science: Data Science Stages
After watching this video, you will be able to recognize the various pipelines in data science and the stages of the data science cycle.
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Python for Data Science: Python Libraries for Data Science
After watching this video, you will be able to define and describe the various libraries and packages for data analysis.
-
Python for Data Science: Installing Anaconda for Python
After watching this video, you will be able to perform the key steps involved in installing Anaconda including all the necessary packages for this course.
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Python for Data Science: Using Figures and Subplots
After watching this video, you will be able to use the Python matplotlib library to create and customize multiple plots in a single figure.
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Python for Data Science: Creating Box Plots
After watching this video, you will be able to use the Python matplotlib library to create and customize a box plot.
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Python for Data Science: Creating Heat Maps
After watching this video, you will be able to use the Python matplotlib library to create and display a heat map.
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Python for Data Science: Data Merging with pandas DataFrames
After watching this video, you will be able to perform basic merge operations with pandas DataFrames.
-
Python for Data Science: SciPy Overview
After watching this video, you will be able to describe the functionality and use of core packages and sub-packages in the SciPy stack.
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Python for Data Science: Standardizing Data
After watching this video, you will be able to use the scikit-learn library to perform basic data standardization.
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Python for Data Science: Normalizing Data
After watching this video, you will be able to use the scikit-learn library to perform basic data normalization.
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Python for Data Science: Performing Linear Regression
After watching this video, you will be able to use the scikit-learn library to perform simple linear regression analysis.
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Python for Data Science: Supervised Learning with scikit-learn
After watching this video, you will be able to perform supervised learning by using the scikit-learn library to perform optical recognition of hand-written digits.
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Python for Data Science: matplotlib Comprehensive 2D Plotting Tool
After watching this video, you will be able to use the Python matplotlib library to plot and display a simple 2D line plot and set its line properties.
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Python for Data Science: Various Forms of Distribution
After watching this video, you will be able to use the SciPy package to describe the various forms of distribution.
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Python for Data Science: Further Integrations in Data Science
After watching this video, you will be able to manage other concepts and processes in data science.
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Python for Data Science: Using Legends and Annotations
After watching this video, you will be able to use the Python matplotlib library to place legends and annotations on a 2D line plot.
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Python for Data Science: Creating a Scatter Plot Matrix
After watching this video, you will be able to use pandas to create a scatter plot matrix.
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Python for Data Science: Additional Python Visualization Tools
After watching this video, you will be able to use the Python matplotlib library to create a 3D plot.
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Python for Data Science: Manipulating Time Series in Python
After watching this video, you will be able to create, slice, and resample time series data in Python.
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Python for Data Science: Working with Timedeltas
After watching this video, you will be able to use pandas to create and manipulate Timedeltas in Python.
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Python for Data Science: Data Cleansing with Python
After watching this video, you will be able to identify key concepts in Python data cleansing.
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Python for Data Science: Data Preprocessing and Text Mining
After watching this video, you will be able to perform data preprocessing and text mining in Python.
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Python for Data Science: Accessing Databases from Pandas
After watching this video, you will be able to use pandas to access a MySQL database.
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Python for Data Science: Creating NumPy Arrays
After watching this video, you will be able to describe different ways of creating NumPy arrays.
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Python for Data Science: Reading and Writing Data Using Pandas
After watching this video, you will be able to describe how Pandas library may be used to read and write various formats of data.
-
Python for Data Science: Reading and Writing CSV Data Using Pandas
After watching this video, you will be able to use Pandas library to read data from a CSV file and write data out to a CSV file.
-
Python for Data Science: Reading JSON Data
After watching this video, you will be able to use Python's standard JSON package to read JSON data.
-
Python for Data Science: Capturing Output in Jupyter Notebook
After watching this video, you will be able to capture Python code output in Jupyter Notebooks.
-
Python for Data Science: Debugging and Error Handling
After watching this video, you will be able to use IPython to perform debugging and error management on Python code.
-
Python for Data Science: NumPy Overview
After watching this video, you will be able to basic access and usage of the NumPy package in a Python development environment.
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Python for Data Science: NumPy Components
After watching this video, you will be able to describe the various components of NumPy.
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Python for Data Science: NumPy ndarray Objects
After watching this video, you will be able to describe ndarray object attributes.
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Python for Data Science: NumPy Operations
After watching this video, you will be able to describe the various NumPy array operations applicable to data science.
-
Python for Data Science: pandas Data Structures Overview
After watching this video, you will be able to use Pandas to describe its primary data structures.
-
Python for Data Science: Hierarchical Indexing with pandas
After watching this video, you will be able to use Pandas to describe hierarchical indexing.
-
Python for Data Science: Querying Data in pandas
After watching this video, you will be able to perform basic data query operations on a pandas DataFrame.
-
Python for Data Science: Data Aggregation Using pandas DataFrames
After watching this video, you will be able to perform aggregation operations on a pandas DataFrame.
-
Python for Data Science: Generating and Parsing Dates Using Pandas
After watching this video, you will be able to use the pandas library to generate and parse date values.
-
Python for Data Science: Cleaning Up Data Arrays
After watching this video, you will be able to perform data clean up by handling missing and erroneous data.
-
Python for Data Science: Loading a Dataset from a URL
After watching this video, you will be able to download and load a sample dataset into Python from a URL .
-
Python for Data Science: Handling Large Datasets
After watching this video, you will be able to load a large dataset as smaller chunks by obtaining an iterator for the dataset.
-
Python for Data Science: Python Concepts in Data Science
After watching this video, you will be able to recognize the main concepts in data science using Python.
-
Python for Data Science: Basic Functionality of Pandas
After watching this video, you will be able to use Pandas to describe the basic and common functionalities of Pandas for Data Science.
-
Introduction: Install MySQL on Windows
After watching this video, you will be able to perform the installation and configuration of MySQL.
-
Introduction: Introduction to MySQL
After watching this video, you will be able to describe the MySQL database platform, why you would want to use it, and the various editions available.
-
Introduction: Select and Download MySQL
After watching this video, you will be able to locate and select the download options for the correct edition of MySQL.
-
Oracle Database 12c: Configuring Cloud Control to Use RMAN Catalog
In Oracle Database 12c, you can use the command line or a console to control which databases are included in the recovery catalog. In this video, Steve Hamilton demonstrates how to use Enterprise Manager Cloud Control to register a target database with the recovery catalog.
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Data Science Using R: Using substitute, quote, and deparse
After watching this video, you will be able to use the R substitute, quote, and deparse functions.
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Data Science Using R: Exporting a LaTeX Document
After watching this video, you will be able to use the xtable library to export a LaTeX document.
-
Data Science Using R: Using ast
After watching this video, you will be able to use the R ast function.
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Data Science Using R: Using class
After watching this video, you will be able to use the R class function.
-
Data Science Using R: Using SQL to R Translation
After watching this video, you will be able to translate a SQL query to R syntax.
-
Data Science Using R: Exporting HTML Tables
After watching this video, you will be able to use the tableHTML library to create HTML tables in R.
-
Data Science Using R: Using str
After watching this video, you will be able to use the R str function.
-
Data Science Using R: Lazy Evaluation in R
After watching this video, you will be able to work with lazy evaluation in R.
-
Data Science Using R: Addressing Memory with pryr
After watching this video, you will be able to trace address and reference information in R using pryr.
-
Data Science Using R: Debug with Browser
After watching this video, you will be able to add the browser function to some R code to debug it.
-
Data Science Using R: Implementing Handlers
After watching this video, you will be able to implement handlers for debugging.
-
Data Science Using R: Turning Warnings into Errors
After watching this video, you will be able to set your R program to report warnings as errors for debugging.
-
Data Science Using R: Debugging with Browser
After watching this video, you will be able to use browser to step through R code.
-
Data Science Using R: Displaying Warnings and Messages
After watching this video, you will be able to use R warning and message functions.
-
Data Science Using R: Programming with Asserts
After watching this video, you will be able to implement asserts in R.
-
Data Science Using R: Using pryr
After watching this video, you will be able to use the pryr library to examine memory use in R.
-
Data Science Using R: Benchmarking in R
After watching this video, you will be able to use the microbenchmark library to benchmark R performance.
-
Data Science Using R: Methods of Defensive Programming
After watching this video, you will be able to identify methods of defensive programming in R.
-
Data Science Using R: Using Traceback
After watching this video, you will be able to use the traceback function to examine the call stack.
-
Data Science Using R: Combine dplyr Verbs
After watching this video, you will be able to manipulate a data set using multiple dplyr verbs.
-
Data Science Using R: Debugging with RStudio
After watching this video, you will be able to debug R code with RStudio.
-
Data Science Using R: Arranging with dplyr
After watching this video, you will be able to order rows in tabular data with dplyr's arrange function.
-
Data Science Using R: Data Manipulation with tidyr
After watching this video, you will be able to identify the features of the tidyr library for data wrangling in R.
-
Data Science Using R: Set Operations with dplyr
After watching this video, you will be able to apply set operations to tables using dplyr.
-
Data Science Using R: Using readr
After watching this video, you will be able to use the readr library to extract csv data.
-
Data Science Using R: Using readxl
After watching this video, you will be able to use the readxl library to extract Excel data.
-
Data Science Using R: Gathering with tidyr
After watching this video, you will be able to use tidyr's gather function.
-
Data Science Using R: Separating with tidyr
After watching this video, you will be able to use tidyr's separate function.
-
Microsoft Power BI: Power BI Dashboards
After watching this video, you will be able to explain how dashboards can be used to monitor data at a glance.
-
Microsoft Power BI: Create a Power BI Dashboard
After watching this video, you will be able to create a custom Power BI dashboard.
-
Essentials of Blockchain: How Encryption Works
After watching this video, you will be able to describe how encryption works.
-
Essentials of Blockchain: Hash Functions
After watching this video, you will be able to describe hash functions.
-
Essentials of Blockchain: Symmetric and Asymmetric Cryptography
After watching this video, you will be able to explain the differences between symmetric and asymmetric cryptography.
-
Essentials of Blockchain: Digital Signatures
After watching this video, you will be able to describe digital signatures and their uses.
-
Essentials of Blockchain: Introduction to Cryptocurrency
After watching this video, you will be able to explain the various aspects of cryptocurrency.
-
Essentials of Blockchain: Introduction to Cryptography
After watching this video, you will be able to describe the basic elements of cryptography.
-
Essentials of Blockchain: A Brief History of Cryptography
After watching this video, you will be able to explain the application and uses of cryptography throughout history.
-
Essentials of Blockchain: Blockchain Ledger
After watching this video, you will be able to describe the Blockchain ledger.
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Essentials of Blockchain: Single, Double, and Triple Entry Accounting
After watching this video, you will be able to explain the differences between single, double, and triple entry accounting.
-
Essentials of Blockchain: Local and Distributed Ledgers
After watching this video, you will be able to explain the purpose of business ledgers, and the differences between local and distributed ledgers.
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Essentials of Blockchain: Centralized and Decentralized Ledgers
After watching this video, you will be able to explain qualities, differences, benefits, and drawbacks of centralized and decentralized ledgers.
-
Essentials of Blockchain: Buying Bitcoins
After watching this video, you will be able to explain how Bitcoin is purchased.
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Essentials of Blockchain: Selling Bitcoins
After watching this video, you will be able to explain how Bitcoin is sold.
-
Essentials of Blockchain: UTXOs
After watching this video, you will be able to describe unspent transaction outputs (UTXOs).
-
Essentials of Blockchain: Anonymity and Bitcoin
After watching this video, you will be able to describe the aspects of anonymity when dealing in Bitcoin.
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Essentials of Blockchain: Blockchain Explorers
After watching this video, you will be able to describe Blockchain explorers.
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Essentials of Blockchain: Bitcoin Mining
After watching this video, you will be able to explain the basics of mining bitcoins.
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Essentials of Blockchain: Bitcoin Improvement Proposals
After watching this video, you will be able to describe improvement proposals for Bitcoin.
-
Essentials of Blockchain: Digital Certificates
After watching this video, you will be able to describe digital certificates and their uses.
-
Essentials of Blockchain: The Basics of Blockchain
After watching this video, you will be able to describe the basics of Blockchain, ledgers, cryptocurrency, and cryptography.
-
Essentials of Blockchain: Bitcoin Addresses
After watching this video, you will be able to explain the basics of Bitcoin addresses.
-
Essentials of Blockchain: Bitcoin Networks
After watching this video, you will be able to explain the basics of Bitcoin networks.
-
Essentials of Blockchain: Capital Markets and Blockchain Technology
After watching this video, you will be able to provide an overview of capital markets and Blockchain technology.
-
Essentials of Blockchain: Problems with Blockchain Technology
After watching this video, you will be able to describe the various problems with Blockchain technology.
-
Essentials of Blockchain: Future Opportunities
After watching this video, you will be able to provide an overview of current and future Blockchain opportunities.
-
Essentials of Blockchain: Tax Considerations
After watching this video, you will be able to discuss the various tax implications of Bitcoin.
-
Essentials of Blockchain: Working with Bitcoin
After watching this video, you will be able to explain how to work with Bitcoin, including wallets and how they work, Bitcoin clients and design, and security and regulatory considerations for working with Bitcoin.
-
Microsoft Power BI: Business Intelligence Overview
After watching this video, you will be able to describe the purpose of business intelligence.
-
Microsoft Power BI: Data Analysis Overview
After watching this video, you will be able to determine what data is telling you.
-
Essentials of Blockchain: Merchants
After watching this video, you will be able to describe how merchants can accept bitcoins.
-
Essentials of Blockchain: Payment Processing
After watching this video, you will be able to describe payment processors and what they do.
-
Essentials of Blockchain: Secure Payments
After watching this video, you will be able to describe the secure payment protocol (BIP70) and how it's used.
-
Essentials of Blockchain: Regulations and Compliance
After watching this video, you will be able to explain regulatory and compliance issues surrounding Bitcoin.
-
Essentials of Blockchain: Bitcoin Security Issues
After watching this video, you will be able to describe the various security issues with Bitcoin.
-
Essentials of Blockchain: Cold Storage
After watching this video, you will be able to explain cold storage and offline Bitcoins.
-
Essentials of Blockchain: Conjoining and Block Trades
After watching this video, you will be able to discuss conjoining and block trades.
-
Microsoft Power BI: Download and Install Power BI Desktop
After watching this video, you will be able to install Power BI Desktop.
-
Microsoft Power BI: Power BI Mobile Apps
After watching this video, you will be able to use mobile device apps to interact with Power BI dashboards and reports.
-
Microsoft Power BI: Install Power BI App on Windows 10
After watching this video, you will be able to install the Power BI app on Windows 10.
-
Microsoft Power BI: Power BI Tenancy
After watching this video, you will be able to determine which region your Power BI tenancy exists in.
-
Microsoft Power BI: Microsoft Power BI Overview
After watching this video, you will be able to recognize Power BI capabilities.
-
Microsoft Power BI: The Power BI Service
After watching this video, you will be able to explain what the Power BI cloud service is used for.
-
Microsoft Power BI: Sign up for the Power BI Service
After watching this video, you will be able to Create a personal Power BI service account.
-
Microsoft Power BI: Power BI Desktop
After watching this video, you will be able to explain what Power BI desktop is used for.
-
Microsoft Power BI: Excel and Power BI Desktop
After watching this video, you will be able to define Excel functionality related to Power BI.
-
Microsoft Power BI: Data Visualization Overview
After watching this video, you will be able to describe how data visualizations can convey meaningful messages.
-
Microsoft Power BI: Self-service Business Intelligence
After watching this video, you will be able to use self-provisioning to work with Power BI.
-
Essentials of Blockchain: Blockchain Experimentality
After watching this video, you will be able to discuss experimental opportunities for Bitcoin and blockchain.
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Essentials of Blockchain: Bitcoin's Social Impact
After watching this video, you will be able to explain Bitcoin's social impact.
-
Essentials of Blockchain: Is Bitcoin Finished?
After watching this video, you will be able to explain the issues surrounding Bitcoin and its future.
-
Essentials of Blockchain: Bitcoin Technology Fundamentals
After watching this video, you will be able to explain the fundamentals of Bitcoin technology, including basic technology, transactions, pros and cons, and mining.
-
Essentials of Blockchain: Bitcoin Security
After watching this video, you will be able to discuss mining and security issues with Bitcoin.
-
Essentials of Blockchain: Bitcoin Hardware
After watching this video, you will be able to discuss Bitcoin wallet hardware.
-
Essentials of Blockchain: Mining Pools and Centralization
After watching this video, you will be able to describe mining pools and centralization.
-
Essentials of Blockchain: Bitcoin Volatility
After watching this video, you will be able to explain the volatility of Bitcoin.
-
Essentials of Blockchain: Unconfirmed Transactions
After watching this video, you will be able to discuss unconfirmed transactions.
-
Essentials of Blockchain: Irreversibility
After watching this video, you will be able to describe irreversibility as it pertains to Bitcoin transactions.
-
Essentials of Blockchain: The Mining Process
After watching this video, you will be able to describe the mining process.
-
Essentials of Blockchain: Full Node vs. Thin Clients
After watching this video, you will be able to describe full node and thin clients and security issues relating to both.
-
Essentials of Blockchain: Importing and Exporting
After watching this video, you will be able to explain the Wallet Input Format (WIF) and importing and exporting functionality in Bitcoin wallets.
-
Essentials of Blockchain: Wallet Backups
After watching this video, you will be able to explain how to back up Bitcoin.
-
Essentials of Blockchain: Transactions and Fees
After watching this video, you will be able to explain Bitcoin transactions and fees.
-
Essentials of Blockchain: Deterministic Wallets
After watching this video, you will be able to explain deterministic wallets.
-
Essentials of Blockchain: Securing Wallets
After watching this video, you will be able to describe how to secure wallets.
-
Essentials of Blockchain: Passphrase-encrypted Wallets
After watching this video, you will be able to explain passphrase-encrypted wallets.
-
Essentials of Blockchain: The Purpose of Mining
After watching this video, you will be able to explain the purpose of mining, the value to miners, and how new bitcoins are created.
-
Essentials of Blockchain: Mining Bitcoin
After watching this video, you will be able to describe Bitcoin mining, proof-of-work, and pooled mining.
-
Essentials of Blockchain: Mining and Processing
After watching this video, you will be able to explain mining and processing, and the purpose and types of mining hardware.
-
Essentials of Blockchain: Types of Wallets
After watching this video, you will be able to describe the types of wallets.
-
Microsoft Power BI: Power BI Reports Overview
After watching this video, you will be able to explain how to work with and create reports.
-
Microsoft Power BI: Create a Custom Power BI Report
After watching this video, you will be able to create a report in Power BI.
-
Microsoft Power BI: Data Analysis Expressions (DAX) Overview
After watching this video, you will be able to explain the purpose of DAX, including syntax.
-
Microsoft Power BI: Create a DAX Measure Formula
After watching this video, you will be able to create a DAX measure formula.
-
Microsoft Power BI: Power BI Visualization Overview
After watching this video, you will be able to define how visualization can quickly convey messages from large datasets.
-
Microsoft Power BI: Key Performance Indicators (KPIs)
After watching this video, you will be able to explain how KPIs are used to measure progress.
-
Microsoft Power BI: Data View
After watching this video, you will be able to recognize when to use Data View in Power BI Desktop.
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Microsoft Power BI: Relationship View
After watching this video, you will be able to recognize when to use Relationship View in Power BI Desktop.
-
Data Science Essentials: Estimators
After watching this video, you will be able to describe the difference between an unbiased and biased estimator.
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Microsoft Power BI: Working in Desktop View
After watching this video, you will be able to navigate through Desktop View in Power BI Desktop.
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Microsoft Power BI: Working Relationship View
After watching this video, you will be able to navigate through Relationship View in Power BI Desktop.
-
Data Science Essentials: Identify Data Sets by Type
After watching this video, you will be able to identify the given data set descriptions by their types.
-
Data Science Essentials: Introduction to Supervised Learning
After watching this video, you will be able to identify problems in which supervised learning techniques apply.
-
Data Science Essentials: Hypothesis Tests
After watching this video, you will be able to carrying out hypothesis tests and working with p-values.
-
Data Science Essentials: Chi-Square
After watching this video, you will be able to apply the chi-square test for categorical values.
-
Data Science Essentials: Working with Predictors
After watching this video, you will be able to use predictors in machine learning.
-
Data Science Essentials: Understanding Logistic Regression
After watching this video, you will be able to apply logistic regression to machine learning problems.
-
Data Science Essentials: Introduction to Unsupervised Learning
After watching this video, you will be able to identify problems in which unsupervised learning techniques apply.
-
Data Science Essentials: Understanding Linear Regression
After watching this video, you will be able to apply linear regression to machine learning problems.
-
Data Science Essentials: Sampling Distributions
After watching this video, you will be able to describe sampling distributions and recognize the central limit theorem.
-
Data Science Essentials: Confidence Intervals
After watching this video, you will be able to define confidence intervals and work with margins of error.
-
Data Science Essentials: Discrete Probability Distributions
After watching this video, you will be able to identify common discrete probability distributions.
-
Data Science Essentials: Merge Two CSV Documents into One
After watching this video, you will be able to use csvjoin to merge two compatible CSV documents into one.
-
Data Science Essentials: Working with Events
After watching this video, you will be able to describe basic properties of outcomes.
-
Data Science Essentials: Working with Probability
After watching this video, you will be able to define probability rules for compound probabilities.
-
Data Science Essentials: Data Formation
After watching this video, you will be able to identify different forms of data.
-
Data Science Essentials: Introduction to Probability
After watching this video, you will be able to describe probability in terms of events and sample space size.
-
Data Science Essentials: Sampling Data
After watching this video, you will be able to apply random sampling to A/B tests.
-
Data Science Essentials: Statistical Measures
After watching this video, you will be able to identify and describe various statistical measures.
-
Data Science Essentials: Continuous Probability Distributions
After watching this video, you will be able identify common continuous probability distributions.
-
Data Science Essentials: Introduction to Bayes Theorem
After watching this video, you will be able to apply bayes theorem and describe how it is used in email spam algorithms.
-
Data Science Essentials: Basic Data Science Math
After watching this video, you will be able to perform basic math operations required by data scientists.
-
Microsoft Power BI: Import a File Data Source
After watching this video, you will be able to import a file data source into Power BI.
-
Microsoft Power BI: Import a Database Data Source
After watching this video, you will be able to import a database data source into Power BI.
-
Microsoft Power BI: Import a Web URL Source
After watching this video, you will be able to import a web URL data source into Power BI.
-
Microsoft Power BI: Data Gateway Overview
After watching this video, you will be able to recognize the purpose of the Power BI Gateway.
-
Microsoft Power BI: File Data Sources
After watching this video, you will be able to recognize how Power BI can use data from files.
-
Microsoft Power BI: Database Data Sources
After watching this video, you will be able to recognize how Power BI can use data from databases.
-
Microsoft Power BI: Online Data Sources
After watching this video, you will be able to recognize how Power BI can use data from online sources.
-
Microsoft Power BI: Quick Insights
After watching this video, you will be able to use Quick Insights in the Power BI Service to quickly generate interactive data visualizations.
-
Microsoft Power BI: Power BI Concepts
After watching this video, you will be able to describe Power BI concepts and establish data sources.
-
Microsoft Power BI: Power BI Data Overview
After watching this video, you will be able to describe where Power BI data comes from.
-
Data Science Essentials: Changing CSV Delimiters
After watching this video, you will be able to change delimiters in a csv file from commas to tabs.
-
Data Science Essentials: Normalizing Data
After watching this video, you will be able to normalize data from unstructured sources.
-
Data Science Essentials: Merging XML Data
After watching this video, you will be able to merge separate xml files into a single schema.
-
Data Science Essentials: Aggregating Data
After watching this video, you will be able to aggregate data from csv file into a table of summarized values.
-
Data Science Essentials: Identifying Outliers in Data
After watching this video, you will be able to identify outliers in a data set.
-
Data Science Essentials: Homogenizing Rows
After watching this video, you will be able to insert missing values in a data set.
-
Data Science Essentials: Denormalizing Data
After watching this video, you will be able to denormalize data from a structured source.
-
Data Science Essentials: Pivoting Data Tables
After watching this video, you will be able to use pivot tables to cross tabulate data.
-
Microsoft Power BI: Power BI Groups
After watching this video, you will be able to recognize when to use Power BI groups.
-
Microsoft Power BI: Filtering Rows
After watching this video, you will be able to filter out rows that are unnecessary.
-
Microsoft Power BI: Adding a Calculated Column
After watching this video, you will be able to create a calculated column.
-
Microsoft Power BI: Source and transform data
After watching this video, you will be able to ensure data is in a form usable by Power BI for querying and visualization.
-
Microsoft Power BI: Data Amalgamation
After watching this video, you will be able to recognize when data should be combined.
-
Microsoft Power BI: Working with Rows and Columns
After watching this video, you will be able to explain how row values can be grouped together and how rows can be filtered out to remove unnecessary data.
-
Microsoft Power BI: Creating an Append Query
After watching this video, you will be able to create an append query.
-
Microsoft Power BI: Creating a Merge Query
After watching this video, you will be able to create a merge query.
-
Microsoft Power BI: Configure an On-premises Gateway
After watching this video, you will be able to configure the Power BI on-premises Gateway.
-
Microsoft Power BI: Data Shaping Overview
After watching this video, you will be able to describe why data in its raw form is sometimes not suitable for use with Power BI.
-
Microsoft Power BI: Querying with Power BI
After watching this video, you will be able to determine when the use of queries is appropriate.
-
Data Science Using R: Selecting with dplyr
After watching this video, you will be able to use dplyr's select function and its features.
-
Data Science Using R: Combining Data Sets with dplyr
After watching this video, you will be able to combine data sets using dplyr's join functions.
-
Data Science Using R: Mutating Data with dplyr
After watching this video, you will be able to mutate tabular data with dplyr to compute new columns.
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Data Science Using R: Summarizing Data with dplyr
After watching this video, you will be able to use dplyr's summary functions.
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Data Science Essentials: Linear Algebra Matrix Math
After watching this video, you will be able to perform basic matrix math operations required by data scientists.
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Data Science Using R: Introduction to Data Wrangling in R
After watching this video, you will be able to recognize common tasks and libraries for data wrangling in R.
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Data Science Using R: Filtering with dplyr
After watching this video, you will be able to examine subsets of data using dplyr's filtering functions.
-
Data Science Using R: Piping with dplyr
After watching this video, you will be able to use dplyr's pipe operator "%>%" to compose functions.
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Data Science Using R: Data Wrangling with dplyr
After watching this video, you will be able to identify the features of the dplyr library for data wrangling in R.
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Data Science Using R: Exploring Data with dplyr
After watching this video, you will be able to use dplyr and related functions to explore data frames.
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Data Science Essentials: Create a Scatter Plot
After watching this video, you will be able to find an appropriate data set in which a scatter plot represents it visually and plot it.
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Data Science Essentials: Parsing robots.txt
After watching this video, you will be able to parse robots.txt from a website to decide what should and shouldn't be crawled nor indexed.
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Data Science Essentials: Creating Box Plots
After watching this video, you will be able to use box plots.
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Data Science Essentials: Creating Network Visualizations
After watching this video, you will be able to create a network visualization.
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Data Science Essentials: Linear Algebra Vector Math
After watching this video, you will be able to perform basic vector math operations required by data scientists.
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Data Science Essentials: Visual Data Exploration
After watching this video, you will be able to implement strategies for effective data communication.
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Data Science Essentials: Creating Bar Charts
After watching this video, you will be able to use bar charts.
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Data Science Essentials: Creating Histograms
After watching this video, you will be able to use histograms.
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Data Science Essentials: Creating Scatter Plots
After watching this video, you will be able to use scatter plots.
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Data Science Essentials: Plotting Line Graphs
After watching this video, you will be able to use line graphs.
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Data Science Essentials: Correlation Versus Causation
After watching this video, you will be able to describe the difference between correlation and causation.
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Data Science Essentials: Simpson's Paradox
After watching this video, you will be able to define Simpson's paradox.
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Data Science Essentials: Choose a Machine Learning Method
After watching this video, you will be able to choose the appropriate machine learning method for the given example problems.
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Data Science Essentials: Effective Communication and Visualization
After watching this video, you will be able to choose appropriate visualization techniques.
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Data Science Essentials: Presenting Data
After watching this video, you will be able to communicate data science results informally.
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Data Science Essentials: Documenting Data Science
After watching this video, you will be able to communicate data science results formally.
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Data Science Essentials: Using Neural Networks
After watching this video, you will be able to describe fall-forward and back-propagation in neural networks.
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Data Science Essentials: Support Vector Machines (SVM)
After watching this video, you will be able to describe SVM and their use.
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Data Science Essentials: Defining Overfitting
After watching this video, you will be able to describe overfitting.
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Data Science Essentials: Using K-folds Cross Validation
After watching this video, you will be able to apply k-folds cross validation.
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Data Science Essentials: K-means Clustering
After watching this video, you will be able to describe K-means clustering.
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Data Science Essentials: Using Cluster Validation
After watching this video, you will be able to define cluster validation.
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Data Science Essentials: Creating a Bubble Plot
After watching this video, you will be able to create a bubble plot.
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Data Science Essentials: Creating Interactive Plots
After watching this video, you will be able to create an interactive plot.
-
Data Science Essentials: Defining Underfitting
After watching this video, you will be able to describe underfitting.
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Data Science Essentials: Using Principal Component Analysis
After watching this video, you will be able to define principal component analysis.
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Data Science Essentials: Introduction to Errors
After watching this video, you will be able to describe machine learning errors.
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Data Science Essentials: Using Naive Bayes Classification
After watching this video, you will be able to use naive bayes classification techniques.
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Data Science Essentials: Working with Decision Trees
After watching this video, you will be able to work with decision trees.
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Data Science Essentials: Understanding Dummy Variables
After watching this video, you will be able to describe the use of dummy variables.
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Data Science Essentials: Converting Numbers
After watching this video, you will be able to convert numeric formats within a csv document.
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Data Science Essentials: Plotting from the Command Line
After watching this video, you will be able to use gnuplot to quickly plot data on the command line.
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Data Science Essentials: Extracting Text from PDF Files
After watching this video, you will be able to use optical character recognition (OCR) to extract text from a pdf document.
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Data Science Essentials: Rounding Numbers
After watching this video, you will be able to round floating point decimals to two places within a csv document.
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Data Science Essentials: OCR JPEG Images
After watching this video, you will be able to use optical character recognition (OCR) to extract text from a jpeg image.
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Data Science Essentials: Exploring CSV Statistics
After watching this video, you will be able to use csvstat to explore values in csv data.
-
Data Science Essentials: Querying CSV Data
After watching this video, you will be able to use csvsql to query csv data like an SQL database.
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Data Science Essentials: Convert Dates to ISO 8601
After watching this video, you will be able to read various date formats and convert to standard compliant ISO 8601 format.
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Data Science Essentials: Exploring CSV Data
After watching this video, you will be able to use csvgrep to explore data in csv data.
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Data Science Essentials: Converting SQL to CSV
After watching this video, you will be able to extract csv data from SQL.
-
Data Science Essentials: Converting Dates
After watching this video, you will be able to convert basic date formats to standard ISO 8601 format.
-
Data Science Essentials: Filtering PDF Files
After watching this video, you will be able to use pdfgrep to extract data from searchable pdf files.
-
Data Science Essentials: Filtering for Invalid Data
After watching this video, you will be able to detect invalid or impossible data combinations.
-
Data Science Essentials: Dropping Duplicate Data
After watching this video, you will be able to drop duplicate records from data.
-
Data Science Essentials: Working with JPEG Headers
After watching this video, you will be able to extract headers from a jpeg image.
-
Data Science Essentials: Converting XML to JSON
After watching this video, you will be able to convert XML data to json format.
-
Data Science Essentials: Converting CSV to SQL
After watching this video, you will be able to create SQL inserts from csv data.
-
Data Science Essentials: Cull Old Data
After watching this video, you will be able to drop records from a CSV file based on date range.
-
Data Science Essentials: Converting CSV to JSON
After watching this video, you will be able to convert csv data to json format.
-
Data Science Essentials: Replacing Values with sed
After watching this video, you will be able to use sed to replace values in a text data stream.
-
Data Science Essentials: Filtering HTTP Headers
After watching this video, you will be able to parse content types in HTTP headers.
-
Data Science Essentials: Filtering CSV Data
After watching this video, you will be able to use csvcut to filter csv data.
-
Data Science Essentials: Connecting to Remote Data
After watching this video, you will be able to perform a secure shell connection to a remote server.
-
Data Science Essentials: Copying Remote Data
After watching this video, you will be able to copy remote data using a secure copy.
-
Data Science Essentials: Working with Email Headers
After watching this video, you will be able to work with metadata in email headers.
-
Data Science Essentials: Data Filtering Techniques and Tools
After watching this video, you will be able to identify common filtering techniques and tools.
-
Data Science Essentials: Processing Date Formats
After watching this video, you will be able to extract date elements from common date formats.
-
Data Science Essentials: Synchronizing Remote Data
After watching this video, you will be able to synchronize data from a remote server.
-
Data Science Essentials: Exploring HTML Tables
After watching this video, you will be able to download an HTML file and iterate over table elements.
-
Data Science Essentials: Working with HTTP Headers
After watching this video, you will be able to extract data from particular tags in an HTML document.
-
Data Science Essentials: Working with Linux Log Files
After watching this video, you will be able to work with Linux log files.
-
Data Science Essentials: Extracting HTML Data
After watching this video, you will be able to extract data from particular tags in an HTML document.
-
Data Science Essentials: Gathering Metadata
After watching this video, you will be able to distinguish between metadata and data.
-
Data Science Essentials: Explore Your Data Science Needs
After watching this video, you will be able to reflect on problems you would like to solve with data science tools.
-
Data Science Essentials: Basic Data Gathering
After watching this video, you will be able to describe problems and software tools associated with data gathering.
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Data Science Essentials: Extracting Spreadsheet Data with agate
After watching this video, you will be able to use agate to extract data from spreadsheets.
-
Data Science Essentials: Extracting Legacy Data from dBASE Tables
After watching this video, you will be able to use agate to extract tabular data from dbf files.
-
Data Science Essentials: Gathering Web Data
After watching this video, you will be able to use curl to gather data from the web.
-
Data Science Essentials: Extracting Spreadsheet Data with in2csv
After watching this video, you will be able to use in2csv to convert spreadsheet data to csv format.
-
Data Science Essentials: Counting Words
After watching this video, you will be able to use wc to count words, characters, and lines within a text file.
-
Data Science Essentials: Exploring Directory Trees
After watching this video, you will be able to explore a subdirectory tree from the command line.
-
Data Science Essentials: Finding the Top Rows
After watching this video, you will be able to find the top rows by value and percent in a data set.
-
Data Science Essentials: Finding Repeated Records
After watching this video, you will be able to find repeated records in a data set.
-
Data Science Essentials: Determining Word Frequencies
After watching this video, you will be able to use natural language processing to count word frequencies in a text document.
-
Data Science Essentials: Taking Random Samples
After watching this video, you will be able to take random samples from a list of records.
-
Data Science Essentials: Concatenating Log Files
After watching this video, you will be able to use the cat function to concatenate separate logs into a single file.
-
Data Science Essentials: Sorting Text Files
After watching this video, you will be able to sort lines in a text file.
-
Data Science Essentials: Count Word Frequencies in a Classic Book
After watching this video, you will be able to perform a word frequency count on a classic book from Project Gutenberg.
-
Data Science Essentials: Joining CSV Data
After watching this video, you will be able to use csvjoin to concatenate csv data.
-
Essentials of Blockchain: The Function of Currency
After watching this video, you will be able to describe the key aspects of money and currency.
-
Essentials of Blockchain: Introduction to Distributed Consensus
After watching this video, you will be able to describe distributed consensus.
-
Essentials of Blockchain: Price Derivation
After watching this video, you will be able to identify the aspects of price derivation.
-
Essentials of Blockchain: The History of Money
After watching this video, you will be able to provide an overview of the history of money and currency.
-
Predictive Analytics: Distance and Weight Measures for Numeric Attributes
After watching this video, you will be able to recognize distance and weighted distance measures.
-
Predictive Analytics: Proximity Measures for Non-numeric Attributes
After watching this video, you will be able to recognize proximity measures for non-numeric attributes.
-
Predictive Analytics: Overview of the k-NN Algorithm
After watching this video, you will be able to recognize features of the k-NN algorithm.
-
Predictive Analytics: Basic Artificial Neural Networks
After watching this video, you will be able to recognize steps and considerations to building artificial neural networks.
-
Predictive Analytics: Advanced Artificial Neural Network Concepts
After watching this video, you will be able to recognize the purpose of nonlinear activation functions and methods to find the global minimum SSE.
-
Predictive Analytics: Implementing the k-NN Algorithm
After watching this video, you will be able to implement the k-NN algorithm.
-
Predictive Analytics: Overview of Artificial Neural Networks
After watching this video, you will be able to identify key features of artificial neural networks.
-
Essentials of Blockchain: Market Forecasting
After watching this video, you will be able to provide an explanation of market forecasting and Blockchain.
-
Essentials of Blockchain: Blockchain Adoption
After watching this video, you will be able to describe the factors of Blockchain adoption.
-
Essentials of Blockchain: Private Blockchain
After watching this video, you will be able to describe private Blockchain.
-
Essentials of Blockchain: Hybrid Blockchain
After watching this video, you will be able to describe hybrid Blockchain.
-
Essentials of Blockchain: Blockchain and Commodities
After watching this video, you will be able to provide an overview of Blockchain and commodities.
-
Essentials of Blockchain: Why Blockchain?
After watching this video, you will be able to describe the benefits and reasons why Blockchain provides a secure collaborative environment.
-
Essentials of Blockchain: What is Blockchain?
After watching this video, you will be able to describe the basic factors of Blockchain.
-
Essentials of Blockchain: Examples of Blockchain
After watching this video, you will be able to provide examples of Blockchain.
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Essentials of Blockchain: Benefits of Blockchain
After watching this video, you will be able to list the benefits of Blockchain.
-
Essentials of Blockchain: Public Blockchain
After watching this video, you will be able to describe public Blockchain.
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Data Science Essentials: Data Communication
After watching this video, you will be able to recognize ways to communicate results of your data science.
-
Data Science Essentials: Data Science Pipeline
After watching this video, you will be able to recall the steps in data science analysis.
-
Data Science Essentials: What is Machine Learning
After watching this video, you will be able to describe the machine learning aspect of data science.
-
Data Science Essentials: Data Science Terminology
After watching this video, you will be able to use common data science terminology.
-
Data Science Essentials: Data Science Tools
After watching this video, you will be able to compare various tools and software libraries used for data science.
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QlikView: Platform Security - Authentication
After watching this video, you will be able to work with platform security to authenticate users.
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Data Science Essentials: Linear Algebra Matrix Decomposition
After watching this video, you will be able to perform a matrix decomposition.
-
Data Science Essentials: What is Big Data
After watching this video, you will be able to describe the big data aspect of data science.
-
Data Science Essentials: What is Data Science
After watching this video, you will be able to define data science and what it is to be a data scientist.
-
Data Science Essentials: What is Data Wrangling
After watching this video, you will be able to describe the data wrangling aspect of data science.
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QlikView: Server Architecture
After watching this video, you will be able to work with QlikView Server architecture.
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QlikView: Services and Reload Engine
After watching this video, you will be able to use the services and reload engine.
-
QlikView: Single and Multiple Server Nodes
After watching this video, you will be able to identify and work with single and multiple server nodes.
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QlikView: Types of QlikView Servers
After watching this video, you will be able to work with different types of QlikView servers.
-
QlikView: QlikView Logs
After watching this video, you will be able to use QlikView logs.
-
QlikView: Documents, Tasks and Distribution
After watching this video, you will be able to identify and work with tasks, documents, and distribution.
-
QlikView: QlikView Object Properties
After watching this video, you will be able to work with QlikView object properties.
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QlikView: Installing QlikView Server
After watching this video, you will be able to install QlikView Server.
-
QlikView: QlikView Macros
After watching this video, you will be able to use macros in QlikView.
-
QlikView: QlikView Document Properties
After watching this video, you will be able to work with QlikView document properties.
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Essentials of Blockchain: Bitcoin Units
After watching this video, you will be able to describe the incremental Bitcoin units.
-
Essentials of Blockchain: Introduction to Digital Currency
After watching this video, you will be able to explain the basic aspects of currency, Blockchain, and Bitcoin.
-
Essentials of Blockchain: How Bitcoin Pricing is Set
After watching this video, you will be able to describe how Bitcoin pricing is established.
-
Essentials of Blockchain: The Bitcoin Community
After watching this video, you will be able to describe the Bitcoin community.
-
Essentials of Blockchain: Getting Started with Bitcoin
After watching this video, you will be able to describe the basic elements to start buying and selling Bitcoin.
-
Essentials of Blockchain: The Impact of Bitcoin
After watching this video, you will be able to explain the impact of Bitcoin.
-
Essentials of Blockchain: Bitcoin Events
After watching this video, you will be able to describe significant Bitcoin events in 2012 and 2013.
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Essentials of Blockchain: Bitcoin as a Common Currency
After watching this video, you will be able to describe the progression of Bitcoin as a commonly-accepted form of currency.
-
Essentials of Blockchain: Bitcoin Scandals and Hacks
After watching this video, you will be able to describe various known Bitcoin scandals and hacks, and their impact.
-
Essentials of Blockchain: The Early Days of Bitcoin
After watching this video, you will be able to provide an overview of Bitcoin's early history between 2008 and 2011.
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QlikView: QlikView Trigger on Sheet Level
After watching this video, you will be able to use a trigger on sheet level.
-
Predictive Analytics: Important Parameters for Artificial Neural Networks
After watching this video, you will be able to recognize important parameters for artificial neural networks.
-
Predictive Analytics: Implementing an Artificial Neural Network
After watching this video, you will be able to implement an artificial neural network.
-
Teradata Basics: Teradata Virtual Storage
After watching this video, you will be able to describe Teradata virtual storage, its benefits, and considerations.
-
Teradata Basics: Intelligent Memory
After watching this video, you will be able to identify how Teradata uses intelligent memory.
-
Teradata Basics: Request Processing
After watching this video, you will be able to describe how Teradata performs request processing using the dispatcher and AMPs.
-
Teradata Basics: The Teradata Database and Architecture
After watching this video, you will be able to identify and describe the Teradata database and architecture concepts.
-
Teradata Basics: Components of a Teradata Architecture
After watching this video, you will be able to identify the main components of a Teradata architecture.
-
Teradata Basics: The Parsing Engine
After watching this video, you will be able to describe the parsing engine in a Teradata database.
-
Teradata Basics: The BYNET
After watching this video, you will be able to describe the BYNET and how it is used in a Teradata database.
-
Teradata Basics: The Access Module Processor
After watching this video, you will be able to describe AMPs and how they are used in a Teradata database.
-
Teradata Basics: The Normalization Process
After watching this video, you will be able to describe the normalization process.
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Teradata Basics: The Teradata Database Capabilities
After watching this video, you will be able to identify the capabilities of a Teradata database, its software, and tools.
-
Teradata Basics: Overview of Teradata Database Security
After watching this video, you will be able to identify the security elements used in a Teradata database.
-
Teradata Basics: Overview of Database Privileges and Roles
After watching this video, you will be able to identify the different database privileges and roles in Teradata.
-
Teradata Basics: User Authentication
After watching this video, you will be able to identify the authentication methods, logon format and controls, and password format requirements.
-
Teradata Basics: The JDBC Driver for Teradata
After watching this video, you will be able to describe how the JDBC driver for Teradata is used for workstation attached systems.
-
Teradata Basics: The OLE DB Provider for Teradata
After watching this video, you will be able to describe the OLE DB data provider for Teradata workstation attached systems.
-
Teradata Basics: Overview of Database Objects
After watching this video, you will be able to identify the different objects within a Teradata database.
-
Teradata Basics: Defining Databases and Users
After watching this video, you will be able to describe Teradata databases and users.
-
Teradata Basics: Workstation Attachment Methods
After watching this video, you will be able to identify the workstation attachment methods used to connect clients to a Teradata database.
-
Teradata Basics: Mainframe Attachment Methods
After watching this video, you will be able to describe Teradata's mainframe attachment method that provides the interface between applications and TDP on a mainframe client.
-
Teradata Basics: The ODBC Driver for Teradata
After watching this video, you will be able to describe how the ODBC driver for Teradata is used for workstation attached systems.
-
Teradata Basics: Overview of a Data Warehouse
After watching this video, you will be able to describe what a data warehouse is and how it is used with Teradata.
-
Teradata Basics: The Active Data Warehouse
After watching this video, you will be able to describe an active data warehouse in Teradata.
-
Teradata Basics: Overview of Teradata
After watching this video, you will be able to identify what Teradata has to offer.
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Teradata Basics: Entities, Attributes, and Relationships
After watching this video, you will be able to identify entities, attributes, and relationships in an E-R logical model.
-
Teradata Basics: Data Warehouse Design Overview
After watching this video, you will be able to identify the database design life cycle and how logical data modeling is completed.
-
Teradata Basics: The Three-Schema Architecture
After watching this video, you will be able to describe the three-schema architecture.
-
Teradata Basics: The Logical Data Model Frameworks
After watching this video, you will be able to identify the Teradata logical data model frameworks and their pros and cons.
-
Teradata Basics: Semantic Data Modeling Overview
After watching this video, you will be able to describe performing entity relationships analysis for semantic data modeling.
-
Teradata Basics: The Relational Database System
After watching this video, you will be able to describe the concepts of a relational database system and its terminology.
-
Teradata Basics: The Data Warehouse Architectures
After watching this video, you will be able to describe the goals of a Teradata data warehouse and its architecture.
-
Teradata Basics: Data Marts
After watching this video, you will be able to describe data marts and when they are appropriate to use with Teradata.
-
Teradata Basics: The Enterprise Data Model
After watching this video, you will be able to describe the enterprise data model.
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Teradata Basics: Teradata Active Solutions
After watching this video, you will be able to describe Teradata active solutions.
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Teradata Basics: Creating Secondary Indexes
After watching this video, you will be able to create USI and NUSI in Teradata.
-
Teradata Basics: Types of Join Indexes
After watching this video, you will be able to identify the different types of join indexes that can be used in Teradata.
-
Teradata Basics: Uses and Storage of Join Indexes
After watching this video, you will be able to identify when to use a join index in Teradata and their storage.
-
Teradata Basics: Creating Join Indexes
After watching this video, you will be able to create join indexes in Teradata.
-
Teradata Basics: Partitioning Tables
After watching this video, you will be able to partition tables using NoPI and PPI in Teradata.
-
Teradata Basics: Column Partitioned Tables with Columnar
After watching this video, you will be able to describe and create column partitioning on Teradata tables.
-
Teradata Basics: Types of Secondary Indexes
After watching this video, you will be able to describe secondary index use in a Teradata Database.
-
Teradata Basics: Data Access with Secondary Indexes
After watching this video, you will be able to describe data accessing using USI and NUSI in Teradata databases.
-
Teradata Basics: Partitioned Primary Index
After watching this video, you will be able to describe PPI, and their advantages and disadvantages.
-
Teradata Basics: Creating Primary Indexes
After watching this video, you will be able to create the different types of primary indexes in Teradata.
-
Teradata Basics: Logging on Using Database Authentication
After watching this video, you will be able to login to a Teradata database using database authentication and authorization.
-
Teradata Basics: Logging on Using LDAP Authentication
After watching this video, you will be able to login to a Teradata database using LDAP authentication and authorization
-
Teradata Basics: Creating Roles
After watching this video, you will be able to create roles in Teradata.
-
Teradata Basics: Granting Privileges Directly to Users
After watching this video, you will be able to grant privileges directly to users in Teradata.
-
Teradata Basics: Managing Database Passwords
After watching this video, you will be able to manage Teradata database passwords.
-
Teradata Basics: About Logging on to Teradata
After watching this video, you will be able to describe the login techniques and elements for logging on to Teradata.
-
Teradata Basics: Data Protection
After watching this video, you will be able to identify how Teradata protects data in a database.
-
Teradata Basics: Creating a Teradata Database
After watching this video, you will be able to create a Teradata database.
-
Teradata Basics: Creating Users in Teradata
After watching this video, you will be able to create a user in Teradata.
-
Teradata Basics: Creating Profiles
After watching this video, you will be able to create profiles in Teradata.
-
Teradata Basics: NoPI Objects
After watching this video, you will be able to describe a NoPI object in Teradata and when it is used, and its benefits.
-
Teradata Basics: Overview of Indexes in Teradata
After watching this video, you will be able to describe how indexes are defined and used in Teradata.
-
Teradata Basics: Overview of the Types of Indexes
After watching this video, you will be able to identify the different types of indexes that can be used in Teradata.
-
Teradata Basics: Primary Indexes
After watching this video, you will be able to describe the different types of primary indexes, UPI, NUPI, used in Teradata and how data is processed with the index.
-
Teradata Basics: Using Views
After watching this video, you will be able to create and use views to implement security measures in Teradata.
-
Teradata Basics: Using Macros
After watching this video, you will be able to create and use macros to implement security measures in Teradata.
-
Teradata Basics: Using UDFs
After watching this video, you will be able to create and use UDFs to implement security measures in Teradata.
-
Teradata Basics: Communication and Database Security
After watching this video, you will be able to describe and implement client communication and database security for a Teradata database.
-
Teradata Basics: Logging on Using Single Sign-on and Sign-on AS
After watching this video, you will be able to login to a Teradata database using single sign-on and sign-on AS.
-
Transact-SQL: Subqueries Overview
After watching this video, you will be able to recognize when and where to use subqueries in SQL Server 2016.
-
Transact-SQL: Scalar Subqueries
After watching this video, you will be able to describe the benefits of using scalar subqueries.
-
Transact-SQL: Aggregate Functions Overview
After watching this video, you will be able to recognize the aggregate functions available using Transact-SQL.
-
Transact-SQL: Using Aggregate Functions in SQL
After watching this video, you will be able to use aggregate functions in SQL Server 2016.
-
Transact-SQL: Outputting XML Data
After watching this video, you will be able to demonstrate how to query and output XML data in SQL Server 2016.
-
Transact-SQL: Using Database Programmability Objects
After watching this video, you will be able to use database programmability objects in SQL Server 2016.
-
Transact-SQL: Temporal Data Types
After watching this video, you will be able to describe temporal data types in SQL Server 2016.
-
Transact-SQL: Temporal Tables
After watching this video, you will be able to work with temporal tables in SQL Server 2016.
-
Transact-SQL: TRY…CATCH error handling
After watching this video, you will be able to demonstrate TRY...CATCH error handling.
-
Transact-SQL: RAISERROR Statements
After watching this video, you will be able to demonstrate how to use RAISERROR in SQL 2016.
-
Transact-SQL: Table-valued Functions
After watching this video, you will be able to recognize table-valued functions in SQL Server 2016.
-
Transact-SQL: Scalar-valued User-defined Functions
After watching this video, you will be able to describe scalar-valued user-defined functions in SQL Server 2016.
-
Transact-SQL: Input parameters
After watching this video, you will be able to demonstrate how to input parameters in SQL Server 2016.
-
Transact-SQL: Output parameters
After watching this video, you will be able to demonstrate how to output parameters in SQL Server 2016.
-
Transact-SQL: XML Data
After watching this video, you will be able to describe XML data.
-
Transact-SQL: JSON Data
After watching this video, you will be able to describe JSON data.
-
Transact-SQL: Output JSON Data
After watching this video, you will be able to demonstrate how to query and output JSON data in SQL Server 2016.
-
Teradata Basics: Locking Considerations
After watching this video, you will be able to identifying the locking conderations in a Teradata database.
-
Teradata Basics: Two-Phasing Locking and Serializability
After watching this video, you will be able to describe how the two-phase locking and serializability works in Teradata.
-
Teradata Basics: Using the LOCKING Request Modifier
After watching this video, you will be able to use the LOCKING request modifier in a Teradata SQL read operation.
-
Teradata Basics: Understanding Deadlocks
After watching this video, you will be able to describe a deadlock and how they are handled in a Teradata database.
-
Teradata Basics: Using EXPLAIN to Determine Index Usefulness
After watching this video, you will be able to use the EXPLAIN request modifiers to determine the usefulness of indexes in a Teradata database.
-
Teradata Basics: Full-Table Scans
After watching this video, you will be able to identify when and how a full-table scan is used to access data in Teradata tables.
-
Teradata Basics: Using Indexes or Full-Table Scans
After watching this video, you will be able to identify SQL queries that will use an index or perform a full-table scan in Teradata.
-
Teradata Basics: Overview of Locking
After watching this video, you will be able to describe how Teradata uses locking and the different types of locks.
-
Teradata Basics: Overview of Cliques and Hot Standby Nodes
After watching this video, you will be able to describe how cliques, hot standby, and RAID are used for data protection in Teradata.
-
Teradata Basics: Overview of RAID
After watching this video, you will be able to describe how RAID is used for data protection in Teradata.
-
Teradata Basics: Create Indexes and Use Locking
After watching this video, you will be able to create the different types of indexes for a Teradata database, use locking, and describe performance availability features.
-
Teradata Basics: Overview of Fallback and Journals
After watching this video, you will be able to describe how fallback and journaling are used for data protection in Teradata.
-
Teradata Basics: Managing Space
After watching this video, you will be able to describe how perm, spool, and TEMP are used to manage space for a user.
-
Teradata Basics: Estimating Space Requirements
After watching this video, you will be able to estimate space requirements in Teradata.
-
Data Modeling for Hadoop: What is Kerberos?
After watching this video, you will be able to define Kerberos.
-
Data Modeling for Hadoop: Hadoop and Kerberos
After watching this video, you will be able to define basics of authentication in Hadoop using Kerberos.
-
Data Modeling for Hadoop: Introduction to Data Security Management
After watching this video, you will be able to define data security management and its major domains.
-
Data Modeling for Hadoop: Data Warehousing with Hadoop
After watching this video, you will be able to identify central issues in processing and management of big data.
-
Data Modeling for Hadoop: Data Modeling in Hadoop
After watching this video, you will be able to identify important points in Hadoop data modeling.
-
Big Data Ops: Big Data Architecture Trends
After watching this video, you will be able to describe big data trends and characteristics.
-
Big Data Ops: Data Warehousing vs. Big Data Testing
After watching this video, you will be able to describe key similarities and differences between data warehousing testing vs. big data testing.
-
Big Data Ops: Integrating Big Data and Business
After watching this video, you will be able to recognize the operations that integrate big data.
-
Big Data Ops: Big Data and ETL
After watching this video, you will be able to recognize the various processes of automating ETL jobs.
-
Big Data Ops: Methods of Testing Big Data Applications
After watching this video, you will be able to recognize the various testing methods and strategies.
-
Big Data Ops: ETL and Data Warehouse Testing Principles
After watching this video, you will be able to recognize the testing methods in ETL processes.
-
Big Data Ops: Performance Testing
After watching this video, you will be able to describe the various methods in performance testing.
-
Big Data Ops: Biggest Problems with Big Data Today
After watching this video, you will be able to describe the main challenges business face with big data currently.
-
Big Data Ops: Testing Big Data Loads
After watching this video, you will be able to demonstrate key strategies in big data testing.
-
Big Data Ops: Testing Big Data with Hadoop Ecosystem
After watching this video, you will be able to identify important tools available in Hadoop ecosystem for testing big data.
-
Analyzing Big Data with Microsoft R: Features of the RevoScaleR Package
After watching this video, you will be able to list key features of the RevoScaleR package.
-
Analyzing Big Data with Microsoft R: Introduction to the R Language
After watching this video, you will be able to describe the R language and its key features.
-
Analyzing Big Data with Microsoft R: R Objects and Attributes
After watching this video, you will be able to recognize what R objects and attributes are.
-
Analyzing Big Data with Microsoft R: Vectors and Factors
After watching this video, you will be able to describe concepts of R vectors, lists, and factors.
-
Analyzing Big Data with Microsoft R: Matrices and Arrays
After watching this video, you will be able to identify important features of R matrices and arrays.
-
Analyzing Big Data with Microsoft R: Data Frames and Lists
After watching this video, you will be able to recognize the concept of data frames and lists in R.
-
Analyzing Big Data with Microsoft R: R Data Frames vs. Matrices
After watching this video, you will be able to list differences between data frames and matrices.
-
Analyzing Big Data with Microsoft R: An Overview of The R Language
After watching this video, you will be able to recognize important characteristics of the R language.
-
Analyzing Big Data with Microsoft R: Introduction to sqlrutils
After watching this video, you will be able to identify important functions available through the sqlrutils package and their use cases.
-
Analyzing Big Data with Microsoft R: Introduction to mrsdeploy
After watching this video, you will be able to recognize use cases of the mrsdeploy package and its important functions.
-
Analyzing Big Data with Microsoft R: Introduction to olapR
After watching this video, you will be able to describe the olapR package and its important functions.
-
Analyzing Big Data with Microsoft R: List Components of Microsoft R Server
After watching this video, you will be able to identify important components of Microsoft R server.
-
Analyzing Big Data with Microsoft R: Introduction to R Packages
After watching this video, you will be able to recognize important R packages and their functions.
-
Analyzing Big Data with Microsoft R: Introduction to Microsoft R Packages
After watching this video, you will be able to list important packages available through Microsoft R.
-
Analyzing Big Data with Microsoft R: Introduction to RevoScaleR
After watching this video, you will be able to recognize what the RevoScaleR package is.
-
Analyzing Big Data with Microsoft R: RevoScaleR Data Analysis Functions
After watching this video, you will be able to identify important functions available in the RevoScaleR package for data analysis.
-
Analyzing Big Data with Microsoft R: RevoScaleR Utility and Compute Functions
After watching this video, you will be able to list important functions available in the RevoScaleR package.
-
Analyzing Big Data with Microsoft R: Microsoft R vs. R Functions
After watching this video, you will be able to identify similar RevoScaleR Functions and Base R functions.
-
Analyzing Big Data with Microsoft R: Introduction to MicrosoftML
After watching this video, you will be able to describe the MicrosoftML package and its important functions.
-
Analyzing Big Data with Microsoft R: Supported Platforms for Microsoft ML Server
After watching this video, you will be able to list supported platforms for Microsoft Machine Learning Server.
-
Analyzing Big Data with Microsoft R: Microsoft ML Server in the Cloud
After watching this video, you will be able to identify important issues with provision of Microsoft Machine Learning Server in the cloud.
-
Analyzing Big Data with Microsoft R: Compute Context
After watching this video, you will be able to recognize what compute context is and its use cases.
-
Analyzing Big Data with Microsoft R: R Studio Interface
After watching this video, you will be able to identify important features of RStudio interface and recognize how to navigate in Rstudio.
-
Analyzing Big Data with Microsoft R: Visual Studio for R Interface
After watching this video, you will be able to identify important features of Visual Studio for R interface and recognize how to navigate in Visual Studio for R.
-
Analyzing Big Data with Microsoft R: Key Features of Microsoft R
After watching this video, you will be able to list key features of Microsoft R.
-
Analyzing Big Data with Microsoft R: Overview of Microsoft Machine Learning Server
After watching this video, you will be able to identify important features of Microsoft Machine Learning Server.
-
Analyzing Big Data with Microsoft R: Microsoft ML Server Components
After watching this video, you will be able to identify important components of Microsoft Machine Learning Server.
-
Analyzing Big Data with Microsoft R: Operationalize Analytics
After watching this video, you will be able to describe what operationalize analytics is and its applications.
-
Analyzing Big Data with Microsoft R: Operationalize Analytics Using Microsoft ML Server
After watching this video, you will be able to identify important features of Microsoft Machine Learning Server for operationalizing analytics.
-
Analyzing Big Data with Microsoft R: Creating a Variable
After watching this video, you will be able to identify how to subset and transform data in Microsoft R.
-
Analyzing Big Data with Microsoft R: Converting Data Types
After watching this video, you will be able to identify how to create or modify variables in Microsoft R.
-
Analyzing Big Data with Microsoft R: Data Transformation
After watching this video, you will be able to identify functions to transform data.
-
Analyzing Big Data with Microsoft R: Using Predictive Analytics
After watching this video, you will be able to describe what predictive analytics is.
-
Analyzing Big Data with Microsoft R: Predictive Analytics Applications
After watching this video, you will be able to identify use cases of machine learning.
-
Analyzing Big Data with Microsoft R: Merging Data
After watching this video, you will be able to identify important functions used to merge data in Microsoft R.
-
Analyzing Big Data with Microsoft R: Subsetting Data
After watching this video, you will be able to list key functions that are used to subset data in Microsoft R.
-
Analyzing Big Data with Microsoft R: Sort and Merge Functions
After watching this video, you will be able to identify functions that are used for sorting and merging data.
-
Analyzing Big Data with Microsoft R: Data Transformation
After watching this video, you will be able to describe the process of data transformation in Microsoft R.
-
Analyzing Big Data with Microsoft R: Modifying Data
After watching this video, you will be able to identify important functions and arguments used to modify data in Microsoft R.
-
Analyzing Big Data with Microsoft R: Importing SQL Server Data
After watching this video, you will be able to recognize how to connect to a SQL Server using Microsoft R.
-
Analyzing Big Data with Microsoft R: Importing HDFS Data
After watching this video, you will be able to recognize important steps in importing data from Hadoop.
-
Analyzing Big Data with Microsoft R: Importing ODBC Data
After watching this video, you will be able to identify important considerations for importing ODBC data into Microsoft R.
-
Analyzing Big Data with Microsoft R: Import Text Data into Microsoft R
After watching this video, you will be able to practice importing data into Microsoft R.
-
Analyzing Big Data with Microsoft R: Introduction to Data Manipulation
After watching this video, you will be able to recognize what data manipulation is.
-
Analyzing Big Data with Microsoft R: Sorting Data
After watching this video, you will be able to list key functions used to sort data in Microsoft R.
-
Analyzing Big Data with Microsoft R: rxImport Function
After watching this video, you will be able to identify important arguments for the rxImport function.
-
Analyzing Big Data with Microsoft R: Importing Text Data
After watching this video, you will be able to recognize how to import text data into Microsoft R and modify data during the import.
-
Analyzing Big Data with Microsoft R: Importing Multiple Files
After watching this video, you will be able to recognize how to import multiple files into Microsoft R.
-
Analyzing Big Data with Microsoft R: Importing SAS and SPSS Data
After watching this video, you will be able to identify how to import SAS and SPSS data into Microsoft R.
-
Analyzing Big Data with Microsoft R: Microsoft R and Big Data Analytics
After watching this video, you will be able to recognize key features of Microsoft R for analysis of big data.
-
Analyzing Big Data with Microsoft R: Considerations for Big Data Analysis
After watching this video, you will be able to identify important considerations when analyzing big data.
-
Analyzing Big Data with Microsoft R: Creating an XDF File
After watching this video, you will be able to recognize what XDF file format is and identify how to create an XDF file in Microsoft R.
-
Analyzing Big Data with Microsoft R: Splitting an XDF into Multiple Files
After watching this video, you will be able to identify options for splitting XDF into multiple file formats.
-
Analyzing Big Data with Microsoft R: Chunking Algorithms
After watching this video, you will be able to recognize chunking algorithms in Microsoft R.
-
Analyzing Big Data with Microsoft R: FeaturizeText
After watching this video, you will be able to identify features of FeaturizeText function.
-
Analyzing Big Data with Microsoft R: Importing Data in Microsoft R
After watching this video, you will be able to recognize key topics regarding importing in Microsoft R.
-
Analyzing Big Data with Microsoft R: Introduction to Big Data
After watching this video, you will be able to describe what big data is and list big data's main characteristics.
-
Analyzing Big Data with Microsoft R: Big Data Analytics
After watching this video, you will be able to recognize big data analytics and common techniques in analysis of big data.
-
Analyzing Big Data with Microsoft R: Applications of Big Data Analytics
After watching this video, you will be able to identify applications of big data in various industries.
-
Analyzing Big Data with Microsoft R: Control Structures
After watching this video, you will be able to list control structures in R.
-
Analyzing Big Data with Microsoft R: Loops
After watching this video, you will be able to list R loops and identify their applications.
-
Analyzing Big Data with Microsoft R: Subsetting Vectors and Lists
After watching this video, you will be able to identify important techniques for subsetting vectors and lists in R.
-
Analyzing Big Data with Microsoft R: Subsetting Matrices and Data Frames
After watching this video, you will be able to recognize approaches for subsetting matrices and data frames in R.
-
Analyzing Big Data with Microsoft R: Subsetting Operators
After watching this video, you will be able to identify subsetting operators in R.
-
Analyzing Big Data with Microsoft R: Dates and Times
After watching this video, you will be able to recognize different classes of dates and times in R.
-
Analyzing Big Data with Microsoft R: Debugging R Functions
After watching this video, you will be able to recognize how to debug R functions.
-
Analyzing Big Data with Microsoft R: Control Structures in R
After watching this video, you will be able to identify features of control structures.
-
Analyzing Big Data with Microsoft R: Operators
After watching this video, you will be able to recognize operators in the R language.
-
Analyzing Big Data with Microsoft R: Expressions
After watching this video, you will be able to define expressions in R and list key characteristics of R expressions.
-
Analyzing Big Data with Microsoft R: R Functions
After watching this video, you will be able to define R functions and list their key components.
-
Analyzing Big Data with Microsoft R: Introduction to Data Summarization
After watching this video, you will be able to recognize the concept of data summarization and its importance.
-
Analyzing Big Data with Microsoft R: Predictive Models
After watching this video, you will be able to recognize main branches and use cases of predictive models.
-
Analyzing Big Data with Microsoft R: Introduction to Machine Learning
After watching this video, you will be able to recognize what machine learning is and identify its use cases.
-
Analyzing Big Data with Microsoft R: Supervised and Unsupervised Learning
After watching this video, you will be able to describe supervised and unsupervised learning techniques.
-
Analyzing Big Data with Microsoft R: Machine Learning Techniques
After watching this video, you will be able to list important techniques in predictive analytics.
-
Analyzing Big Data with Microsoft R: Process of Developing Predictive Models
After watching this video, you will be able to list the main steps in building a predictive analytics solution.
-
Analyzing Big Data with Microsoft R: Machine Learning Techniques
After watching this video, you will be able to identify important machine learning techniques.
-
Analyzing Big Data with Microsoft R: Microsoft R Interface
After watching this video, you will be able to identify important features of Microsoft R interface and recognize how to navigate in Microsoft R.
-
Analyzing Big Data with Microsoft R: Overview of R
After watching this video, you will be able to describe the R programing language, environment, and open-source software.
-
Analyzing Big Data with Microsoft R: Overview of Microsoft R
After watching this video, you will be able to recognize what Microsoft R is.
-
Analyzing Big Data with Microsoft R: Microsoft R Products
After watching this video, you will be able to list Microsoft R products and their features.
-
Analyzing Big Data with Microsoft R: Introduction to Microsoft R Client
After watching this video, you will be able to describe important features of Microsoft R client.
-
Analyzing Big Data with Microsoft R: Installing Microsoft R Client
After watching this video, you will be able to install Microsoft R client.
-
Analyzing Big Data with Microsoft R: Integrated Development Environments (IDEs) for R
After watching this video, you will be able to list important integrated development environments for R.
-
Talend Integration: Installing Talend
After watching this video, you will be able to recognize the various ways of installing Talend step by step.
-
Talend Integration: Projects, Dependencies, and Data Files
After watching this video, you will be able to recognize how to work with projects, dependencies, and data files in Talend.
-
Big Data Ops: Overview of Big Data Operations
After watching this video, you will be able to describe big data and where it's heading today.
-
Big Data Ops: Monitoring Big Data Repositories
After watching this video, you will be able to describe the process of monitoring big data repositories and predictive modeling.
-
Big Data Ops: Industries in Big Data Operations
After watching this video, you will be able to recognize the trends and the various industries that are exposed to big data operations.
-
Big Data Ops: Advancements in Big Data Operations
After watching this video, you will be able to identify the technologies and advancements in big data.
-
Big Data Ops: Concepts of Big Data Network Monitoring
After watching this video, you will be able to recognize big data network monitoring operations and its importance.
-
Big Data Ops: Trends in Big Data system Orchestrations
After watching this video, you will be able to list the various software and applications that can be used to provide big data orchestrations.
-
Big Data Ops: Understanding Big Data Metrics
After watching this video, you will be able to recognize the various big data KPIs and how each can be used.
-
Big Data Ops: Monitoring Performance Issues
After watching this video, you will be able to describe the various performance issues and how to solve them using data monitoring.
-
QlikView: Use QlikView to create a dashboard
After watching this video, you will be able to create a dashboard in QlikView.
-
QlikView: Add Tags and Comments to Fields
After watching this video, you will be able to work with tags and comments in data fields in QlikView.
-
Tableau: Cross-database Joins
After watching this video, you will be able to create cross-database joins in Tableau.
-
Tableau: Connect Data Sources in Tableau
After watching this video, you will be able to connect one or more data sources in Tableau.
-
Tableau: Working with Multiple Data Sets
After watching this video, you will be able to work with multiple data sets in Tableau.
-
Tableau: Updating Relationships Between Data Sets
After watching this video, you will be able to update relationships between data sets in Tableau.
-
Tableau: Dashboard Layouts
After watching this video, you will be able to organize dashboard layouts in Tableau.
-
Tableau: Using Dashboard Actions
After watching this video, you will be able to use dashboard actions in Tableau.
-
Tableau: Creating Dashboards
After watching this video, you will be able to create dashboards in Tableau.
-
Tableau: Creating Device Layouts for Dashboards
After watching this video, you will be able to create device layouts for dashboards in Tableau.
-
Tableau: Creating Dashboards Online
After watching this video, you will be able to create dashboards online.
-
Tableau: Advanced Dashboard Elements
After watching this video, you will be able to utilize advanced dashboard elements in Tableau.
-
Tableau: Self-populating Dashboards
After watching this video, you will be able to create self-populating dashboards in Tableau.
-
Tableau: Creating Tree Maps
After watching this video, you will be able to create tree maps in Tableau.
-
Tableau: Using Word Clouds
After watching this video, you will be able to use word clouds in Tableau.
-
Tableau: Working with Bubble Charts
After watching this video, you will be able to work with bubble charts in Tableau.
-
Tableau: Creating Bullet Graphs
After watching this video, you will be able to create bullet graphs in Tableau.
-
Tableau: Connecting to a Data Source
After watching this video, you will be able to connect to a data source in Tableau.
-
Tableau: Customizing Your View
After watching this video, you will be able to customize your view in Tableau.
-
Tableau: Managing a Full Refresh
After watching this video, you will be able to manage a full refresh in Tableau.
-
Tableau: Refresh Data Extracts on a Recurring Schedule
After watching this video, you will be able to refresh data extracts on a recurring schedule in Tableau.
-
Tableau: Data Blending
After watching this video, you will be able to blend data in Tableau.
-
Tableau: Managing an Incremental Refresh
After watching this video, you will be able to manage an incremental refresh in Tableau.
-
Tableau: Extracting Data
After watching this video, you will be able to extract data in Tableau.
-
Tableau: Exporting Worksheets and Dashboards
After watching this video, you will be able to export worksheets and dashboards in Tableau.
-
Tableau: Using Tableau Reader
After watching this video, you will be able to use Tableau reader.
-
Tableau: Creating a Dual Axis Chart
After watching this video, you will be able to create a dual axis chart in Tableau.
-
Tableau: Working with a Multimeasure Marks Card
After watching this video, you will be able to work with multimeasure marks card in Tableau.
-
Tableau: Publishing to the Web
After watching this video, you will be able to publish to the web.
-
Tableau: Create and Customize a Chart
After watching this video, you will be able to create and customize a chart in Tableau.
-
Tableau: Enhancing Bar Charts
After watching this video, you will be able to enhance bar charts in Tableau.
-
Tableau: Creating Cross Tabs
After watching this video, you will be able to create cross tabs in Tableau.
-
Tableau: Using Scatter Plots
After watching this video, you will be able to use scatter plots in Tableau.
-
Tableau: Creating Unstacked Area Charts
After watching this video, you will be able to create unstacked area charts in Tableau.
-
Tableau: Making Pie Charts
After watching this video, you will be able to make pie charts in Tableau.
-
Tableau: Exploring Dimensions and Measures
After watching this video, you will be able to work with Dimensions and Measures in Tableau.
-
Tableau: Choosing Mark Types
After watching this video, you will be able to choose different mark types in Tableau.
-
Tableau: Using Worksheet Actions
After watching this video, you will be able to use worksheet actions in Tableau.
-
Tableau: Using Show Me
After watching this video, you will be able to use Show Me in Tableau.
-
Tableau: Using Text Tables
After watching this video, you will be able to use text tables in Tableau.
-
Tableau: Using Color Options
After watching this video, you will be able to use color options in Tableau.
-
Tableau: Changing the Size and Shape of Marks
After watching this video, you will be able to change the size and shape of marks in Tableau.
-
Tableau: Formatting Options
After watching this video, you will be able to work with the formatting options in Tableau.
-
Tableau: Creating a Shared Axis Chart
After watching this video, you will be able to create a shared axis chart in Tableau.
-
Tableau: Displaying Multiple Measures
After watching this video, you will be able to display multiple measures in Tableau.
-
Tableau: Customizing Tooltips
After watching this video, you will be able to customize tooltips in Tableau.
-
Tableau: Integrating Tableau with Hadoop
After watching this video, you will be able to integrate Tableau with Hadoop.
-
Tableau: Working with Hadoop Hive
After watching this video, you will be able to work with functions available for Hadoop Hive in Tableau.
-
Tableau: Sharing a Workbook with R Functionality
After watching this video, you will be able to share a workbook with R functionality in Tableau.
-
Tableau: Publishing a Workbook with an Rserve Connection
After watching this video, you will be able to publish a workbook with Rserve connection.
-
Tableau: Addressing Fields
After watching this video, you will be able to work with addressing fields in Tableau.
-
Tableau: Using Calculation Functions in Tableau
After watching this video, you will be able to create calculation functions in Tableau.
-
Tableau: Partitioning Fields
After watching this video, you will be able to work with partitioning fields in Tableau.
-
Tableau: Configuring an Rserve Connection
After watching this video, you will be able to configure an Rserve connection in Tableau.
-
Tableau: Using Functions to Pass R Expressions
After watching this video, you will be able to use functions to pass R expressions in Tableau.
-
Tableau: Preparing to Integrate Tableau with R
After watching this video, you will be able to integrate Tableau with R.
-
Tableau: Using Custom Background Maps and Images
After watching this video, you will be able to use custom background maps and images in Tableau.
-
Tableau: Creating Territories Using Geographic Roles
After watching this video, you will be able to create territories on a map in Tableau.
-
Tableau: Creating Territories Using Groups
After watching this video, you will be able to create custom territories in Tableau.
-
Tableau: Built-in Geographic Roles
After watching this video, you will be able to use built-in geographic roles in Tableau.
-
Tableau: Blend Geographic Data
After watching this video, you will be able to blend geographic data in Tableau.
-
Tableau: Web Mapping Services (WMS)
After watching this video, you will be able to use web mapping services in Tableau.
-
Tableau: Use Advanced Visualizations in Tableau
After watching this video, you will be able to use advanced visualizations in Tableau.
-
Tableau: Creating Maps from Shapefiles
After watching this video, you will be able to create maps from shapefiles in Tableau.
-
Tableau: Mapbox Integration
After watching this video, you will be able to integrate mapbox in Tableau.
-
Tableau: Building a Map View
After watching this video, you will be able to build a map view in Tableau.
-
Tableau: Prepare Geographic Fields
After watching this video, you will be able to prepare geographic fields in Tableau.
-
Tableau: Continuous Dates
After watching this video, you will be able to set continuous dates in Tableau.
-
Tableau: Create a Dashboard in Tableau
After watching this video, you will be able to create a dashboard in Tableau.
-
Tableau: Tableau Clustering
After watching this video, you will be able to working with clustering in Tableau.
-
Tableau: Tableau Highlighting Feature
After watching this video, you will be able to use the highlighting feature in Tableau.
-
Tableau: Hex Tile Maps in Tableau
After watching this video, you will be able to create a hex tile map in Tableau.
-
Tableau: Lollipop Chart
After watching this video, you will be able to create a lollipop chart in Tableau.
-
Tableau: Creating Data Hierarchies
After watching this video, you will be able to create data hierarchies in Tableau.
-
Tableau: Custom Geocoding
After watching this video, you will be able to use custom geocoding in Tableau.
-
Tableau: Filter Across Data Sources
After watching this video, you will be able to filter across data sources in Tableau.
-
Tableau: Creating Parameters
After watching this video, you will be able to create parameters in Tableau.
-
Tableau: Adding Animation in Tableau
After watching this video, you will be able to add animation in Tableau.
-
Tableau: Organizing Dimensions and Measures
After watching this video, you will be able to organize dimensions and measures in Tableau.
-
Tableau: Data Source Filter
After watching this video, you will be able to filter data from data sources in Tableau.
-
Tableau: Organizing the Data Pane
After watching this video, you will be able to organize the data pane in Tableau.
-
Tableau: Forecasting
After watching this video, you will be able to create a forecast in Tableau.
-
Tableau: Multidimensional and Relational Data Sources
After watching this video, you will be able to work with multidimensional and relational data sources in Tableau.
-
Tableau: Naming Worksheets and Dashboards
After watching this video, you will be able to name worksheets and dashboards in Tableau.
-
Tableau: Color Code Worksheets and Dashboards
After watching this video, you will be able to color code worksheets and dashboards in Tableau.
-
Tableau: Changing Date Levels
After watching this video, you will be able to change date levels in Tableau.
-
Tableau: Fiscal Dates
After watching this video, you will be able to set fiscal dates in Tableau.
-
Tableau: Date Properties for Data Sources
After watching this video, you will be able to set date properties for a data source in Tableau.
-
Tableau: Formatting Time Durations
After watching this video, you will be able to format time durations in Tableau.
-
Tableau: Using Script_real
After watching this video, you will be able to use Script_real in Tableau.
-
Tableau: Tabcmd Scripts
After watching this video, you will be able to work with Tabcmd scripts in Tableau.
-
Tableau: Level of Detail (LOD) Expressions
After watching this video, you will be able to work with LOD expressions in Tableau.
-
Tableau: R Scripts
After watching this video, you will be able to work with R scripts in Tableau.
-
Tableau: Tableau Python Server (TabPy)
After watching this video, you will be able to work with Tableau Python server (TabPy).
-
Tableau: Integrate Tableau with R
After watching this video, you will be able to integrate Tableau with R.
-
Tableau: Using Reference Lines
After watching this video, you will be able to use reference lines in Tableau.
-
Tableau: Working with Trend Lines
After watching this video, you will be able to work with trend lines in Tableau.
-
Tableau: Using Table Calculations
After watching this video, you will be able to use table calculations in Tableau.
-
Tableau: Grouping in a Calculation
After watching this video, you will be able to group by calculations in Tableau.
-
Transact-SQL: GROUP BY Clause and Aggregate Functions
After watching this video, you will be able to describe how to use GROUP BY with aggregate functions in SQL Server 2016.
-
Transact-SQL: GROUP BY clauses using GROUPING Sets
After watching this video, you will be able to demonstrate using complex GROUP BY clauses using GROUPING sets.
-
Transact-SQL: HAVING Clause
After watching this video, you will be able to recognize how to filter groups using the HAVING clause.
-
Transact-SQL: Pivot and Unpivot Overview
After watching this video, you will be able to recognize how to use PIVOT and UNPIVOT relational operators in SQL Server 2016.
-
Transact-SQL: Logical Order of Operations
After watching this video, you will be able to describe how to process queries using the logical order of operations.
-
Transact-SQL: GROUP BY Workflow
After watching this video, you will be able to describe the GROUP BY workflow process.
-
Transact-SQL: Group and Rank Results
After watching this video, you will be able to demonstrate how to group and rank the results of a query using the windowing functions in SQL Server 2016.
-
Transact-SQL: COUNT Aggregate Function
After watching this video, you will be able to list the built-in aggregate function COUNT in SQL Server 2016.
-
Transact-SQL: Aggregating Distinct Values
After watching this video, you will be able to describe how to aggregate distinct values using DISTINCT.
-
Transact-SQL: NULL and Aggregate Functions
After watching this video, you will be able to demonstrate how to use aggregate functions with NULL.
-
Transact-SQL: GROUP BY Overview
After watching this video, you will be able to recognize when and where to use the GROUP BY clause.
-
Transact-SQL: Multi-valued Subqueries
After watching this video, you will be able to recognize how to write multi-valued subqueries in SQL Server 2016.
-
Transact-SQL: Correlated Subqueries Overview
After watching this video, you will be able to work with correlated subqueries in SQL Server 2016.
-
Transact-SQL: Writing Correlated Subqueries
After watching this video, you will be able to describe how to write correlated subqueries.
-
Transact-SQL: Correlated Subqueries with Aliases
After watching this video, you will be able to recognize how to write correlated subqueries with aliases.
-
Transact-SQL: Writing Effective Scalar Subqueries
After watching this video, you will be able to demonstrate how to write scalar subqueries in SQL Server 2016.
-
Transact-SQL: Using PIVOT
After watching this video, you will be able to demonstrate how to use PIVOT in SQL Server 2016.
-
Transact-SQL: Using UNPIVOT
After watching this video, you will be able to demonstrate how to use UNPIVOT in SQL Server 2016.
-
Transact-SQL: NULL Values in PIVOT and UNPIVOT Queries
After watching this video, you will be able to describe how to determine the impact on NULL values in PIVOT and UNPIVOT queries.
-
Transact-SQL: Implicit and Explicit Conversations
After watching this video, you will be able to work with implicit and explicit data type conversions in SQL Server 2016.
-
Transact-SQL: Scalar Functions
After watching this video, you will be able to work with scalar functions in SQL Server 2016.
-
Transact-SQL: Aggregate Functions
After watching this video, you will be able to describe aggregate functions in SQL Server 2016.
-
Transact-SQL: Windows Functions
After watching this video, you will be able to list Windows functions in SQL Server 2016.
-
Transact-SQL: Rowset Functions
After watching this video, you will be able to describe rowset functions in SQL Server 2016.
-
Transact-SQL: SUM Aggregate Function
After watching this video, you will be able to describe the built-in aggregate function SUM in SQL Server 2016.
-
Transact-SQL: AVG Aggregate Function
After watching this video, you will be able to describe the built-in aggregate function AVG in SQL Server 2016.
-
Transact-SQL: MIN Aggregate Function
After watching this video, you will be able to list the built-in aggregate function in MIN Server 2016.
-
Transact-SQL: MAX Aggregate Function
After watching this video, you will be able to list the built-in aggregate function MAX in SQL Server 2016.
-
Transact-SQL: Using Functions in SQL Server 2016
After watching this video, you will be able to use functions in SQL Server 2016.
-
Transact-SQL: NULL Value Overview
After watching this video, you will be able to describe the NULL value in SQL Server 2016.
-
Transact-SQL: Using Operators in SQL Server 2016
After watching this video, you will be able to use operators in SQL Server 2016.
-
Transact-SQL: Understanding Stored Procedures
After watching this video, you will be able to describe stored procedures in SQL Server 2016.
-
Transact-SQL: Using Stored Procedures
After watching this video, you will be able to use and create stored procedures in SQL Server 2016.
-
Transact-SQL: CROSS APPLY Operator
After watching this video, you will be able to use CROSS APPLY operators in SQL Server 2016.
-
Microsoft SQL Server 2016: User-defined Functions Components
After watching this video, you will be able to recognize the various components of user-defined functions.
-
Transact-SQL: APPLY Operator Overview
After watching this video, you will be able to recognize when to use the APPLY operator in SQL Server 2016.
-
Microsoft SQL Server 2016: INSTEAD Trigger
After watching this video, you will be able to demonstrate how to use the INSTEAD trigger.
-
Transact-SQL: Writing APPLY Statements
After watching this video, you will be able to use APPLY statements that return given data based on supplied data in SQL Server 2016.
-
Microsoft SQL Server 2016: User-defined Functions Overview
After watching this video, you will be able to describe user-defined functions.
-
Microsoft SQL Server 2016: Built-in Functions
After watching this video, you will be able to use built-in functions.
-
Microsoft SQL Server 2016: Deterministic Functions
After watching this video, you will be able to use deterministic functions.
-
Microsoft SQL Server 2016: Scalar-valued Functions
After watching this video, you will be able to use scalar-valued functions.
-
Microsoft SQL Server 2016: Table-valued Functions
After watching this video, you will be able to use table-valued functions.
-
Microsoft SQL Server 2016: Transactions
After watching this video, you will be able to recognize when to use transactions.
-
Microsoft SQL Server 2016: BEGIN TRANSACTION
After watching this video, you will be able to demonstrate how to use the BEGIN TRANSACTION statement.
-
Microsoft SQL Server 2016: Nondeterministic Functions
After watching this video, you will be able to use nondeterministic functions.
-
Microsoft SQL Server 2016: Configure Triggers
After watching this video, you will be able to configure triggers in SQL Server 2016.
-
Transact-SQL: NULL Values with the INTERSECT Operator
After watching this video, you will be able to determine the effect of NULL values on the INTERSECT operator.
-
Microsoft SQL Server 2016: DML Trigger Security
After watching this video, you will be able to recognize best practices regarding DML trigger security.
-
Microsoft SQL Server 2016: Implementing DDL Triggers
After watching this video, you will be able to implement DDL triggers.
-
Microsoft SQL Server 2016: Creating DML Triggers
After watching this video, you will be able to create DML triggers.
-
Microsoft SQL Server 2016: Creating CLR Triggers
After watching this video, you will be able to create CLR triggers.
-
Microsoft SQL Server 2016: DDL Events and Event Groups
After watching this video, you will be able to describe DDL events and event groups.
-
Microsoft SQL Server 2016: Implementing Triggers
After watching this video, you will be able to recognize when to use the various types of triggers.
-
Microsoft SQL Server 2016: Gathering DDL Trigger Information
After watching this video, you will be able to gather information regarding DDL triggers.
-
Microsoft SQL Server 2016: Disabling Logon Triggers
After watching this video, you will be able to disable logon triggers.
-
Microsoft SQL Server 2016: AFTER Trigger
After watching this video, you will be able to demonstrate how to use the AFTER trigger.
-
Microsoft SQL Server 2016: Specifying First and Last Trigger
After watching this video, you will be able to implement first and last triggers.
-
Microsoft SQL Server 2016: Managing Transactions in Logon Triggers
After watching this video, you will be able to manage transactions within a logon trigger.
-
Transact-SQL: NOT EXISTS and OUTER JOINs
After watching this video, you will be able to demonstrate how to use NOT EXISTS with OUTER JOINs.
-
Transact-SQL: Writing Queries That Use EXISTS with Subqueries
After watching this video, you will be able to describe how to write queries using EXISTS with subqueries.
-
Transact-SQL: EXISTS and NULLs
After watching this video, you will be able to demonstrate how to use EXISTS and NULLs in SQL Server 2016.
-
Transact-SQL: EXISTS and INNER JOINs
After watching this video, you will be able to describe how to use EXISTS and INNER JOINs in SQL Server 2016.
-
Microsoft SQL Server 2016: Return Codes
After watching this video, you will be able to implement return codes.
-
Microsoft SQL Server 2016: Stored Procedure Logic
After watching this video, you will be able to streamline existing stored procedure logic.
-
Microsoft SQL Server 2016: Obfuscating Stored Procedures
After watching this video, you will be able to obfuscate stored procedures using the WITH ENCRYPTIONS clause.
-
Microsoft SQL Server 2016: Configure Constraints
After watching this video, you will be able to configure constraints in SQL Server 2016.
-
Microsoft SQL Server 2016: Error Handling and Transaction Control Logic
After watching this video, you will be able to implement error handling and transaction control logic within stored procedures.
-
Microsoft SQL Server 2016: Error Handling and Transaction Control Logic
After watching this video, you will be able to alter a stored procedure using the Transact-SQL ALTER PROCEDURE statement.
-
Transact-SQL: Correlated Subqueries with Comparison Operators
After watching this video, you will be able to describe how to write correlated subqueries with aliases.
-
Transact-SQL: Correlated Subqueries within a HAVING Clause
After watching this video, you will be able to describe how to write correlated subqueries in a HAVING clause.
-
Transact-SQL: EXISTS Predicate Overview
After watching this video, you will be able to describe how the EXISTS predicate evaluates data in SQL Server 2016.
-
Transact-SQL: EXCEPT and INTERSECT Operators
After watching this video, you will be able to recognize when to use the EXCEPT operator in SQL Server 2016.
-
Transact-SQL: Using EXCEPT and INTERSECT Operators
After watching this video, you will be able to demonstrate how to use the EXCEPT and INTERSECT operators in SQL Server 2016.
-
Transact-SQL: Order of Input Using the EXCEPT Operator
After watching this video, you will be able to determine the results of reversing the order of input with the EXCEPT operator.
-
Transact-SQL: Writing Queries That Use the UNION Operator
After watching this video, you will be able to demonstrate how to write SQL Server 2016 queries that use the UNION operator.
-
Transact-SQL: Writing Queries That Use the UNION ALL Operator
After watching this video, you will be able to demonstrate how to write SQL Server 2016 queries that use the UNION ALL operator.
-
Transact-SQL: Mixed UNION and UNION ALL Operators
After watching this video, you will be able to demonstrate how to use the UNION and UNION ALL operators together.
-
Transact-SQL: UNION vs. UNION ALL Operator s
After watching this video, you will be able to distinguish when to use the UNION and UNION All operators in SQL Server 2016.
-
Transact-SQL: NOT EXISTS and OUTER JOINs
After watching this video, you will be able to use subqueries in SQL Server 2016.
-
Microsoft SQL Server 2016: Creating Statistics
After watching this video, you will be able to create statistics and determine accuracy of results.
-
Microsoft SQL Server 2016: Modifying Statistics
After watching this video, you will be able to modify existing statistics.
-
Microsoft SQL Server 2016: Best Practices
After watching this video, you will be able to describe the best practices for calling natively compiled stored procedures.
-
Microsoft SQL Server 2016: Troubleshoot Deadlocks
After watching this video, you will be able to demonstrate how to troubleshoot deadlocks.
-
Microsoft SQL Server 2016: Viewing Statistics Properties
After watching this video, you will be able to view statistic properties.
-
Microsoft SQL Server 2016: Updating Statistics
After watching this video, you will be able to update query optimization statistics.
-
Microsoft SQL Server 2016: Creating Natively Compiled Stored Procedures
After watching this video, you will be able to demonstrate how to create a natively compiled stored procedure.
-
Microsoft SQL Server 2016: Monitoring Performance
After watching this video, you will be able to demonstrate how to monitor performance for natively compiled stored procedures.
-
Microsoft SQL Server 2016: Use Cases for Natively Compiled Stored Procedures
After watching this video, you will be able to recognize best-case usage scenarios for natively compiled stored procedures.
-
Microsoft SQL Server 2016: Atomic Blocks
After watching this video, you will be able to describe atomic blocks in natively compiled stored procedures.
-
Microsoft SQL Server 2016: Creating Memory-optimized tables
After watching this video, you will be able to create memory-optimized tables.
-
Microsoft SQL Server 2016: Durability Settings
After watching this video, you will be able to optimize performance by adjusting durability settings.
-
Microsoft SQL Server 2016: Lock Escalation Behavior
After watching this video, you will be able to describe lock escalation behaviors.
-
Microsoft SQL Server 2016: Memory-optimized Tables Overview
After watching this video, you will be able to provide an overview of memory-optimized tables and discuss use cases for memory-optimized tables vs. traditional disk-based tables.
-
Microsoft SQL Server 2016: Natively Compiled Stored Procedures
After watching this video, you will be able to describe the characteristics of natively compiled stored procedures.
-
Microsoft SQL Server 2016: Statistics for Memory-optimized tables
After watching this video, you will be able to describe considerations for statistics on memory-optimized tables.
-
Microsoft SQL Server 2016: Querying Memory-optimized tables
After watching this video, you will be able to describe the methods used to query memory-optimized tables.
-
Microsoft SQL Server 2016: Remediating Deadlocks
After watching this video, you will be able to demonstrate how to remediate, detect, and end deadlocks.
-
Microsoft SQL Server 2016: Troubleshooting Locking Issues
After watching this video, you will be able to demonstrate how to troubleshoot locking issues.
-
Microsoft SQL Server 2016: Handling Deadlocks
After watching this video, you will be able to demonstrate how to handle deadlocks.
-
Microsoft SQL Server 2016: READ COMMITTED
After watching this video, you will be able to use the READ COMMITTED isolation level.
-
Microsoft SQL Server 2016: Isolation Levels: Performance Impact
After watching this video, you will be able to describe performance impact considerations of given isolation levels.
-
Microsoft SQL Server 2016: Manage Transactions
After watching this video, you will be able to demonstrate how to administer transactions.
-
Microsoft SQL Server 2016: SNAPSHOT Isolation
After watching this video, you will be able to use the SNAPSHOT isolation level.
-
Microsoft SQL Server 2016: Isolation Levels: Concurrent Queries
After watching this video, you will be able to define the results of concurrent queries based on isolation levels.
-
Microsoft SQL Server 2016: Understanding Deadlocks
After watching this video, you will be able to describe deadlock behavior.
-
Microsoft SQL Server 2016: Minimizing Deadlocks
After watching this video, you will be able to minimize deadlocks.
-
Microsoft SQL Server 2016: Locking Basics
After watching this video, you will be able to provide an overview of locking.
-
Microsoft SQL Server 2016: Concurrency Effects
After watching this video, you will be able to discuss the types of concurrency and their effects.
-
Microsoft SQL Server 2016: REPEATABLE READ
After watching this video, you will be able to use the REPEATABLE READ isolation level.
-
Microsoft SQL Server 2016: SERIALIZED
After watching this video, you will be able to use the SERIALIZED isolation level.
-
Microsoft SQL Server 2016: COMMIT TRANSACTION
After watching this video, you will be able to use the COMMIT TRANSACTION to mark the end of a successful implicit or explicit transaction.
-
Microsoft SQL Server 2016: COMMIT WORK
After watching this video, you will be able to use the COMMIT WORK statement to mark the end of a transaction.
-
Microsoft SQL Server 2016: DML Statements and Transactions
After watching this video, you will be able to identify DML statement results based on transaction behavior.
-
Microsoft SQL Server 2016: Transactions in High-concurrency Databases
After watching this video, you will be able to determine the role of transactions in high-concurrency SQL Server 2016 databases.
-
Microsoft SQL Server 2016: ROLLBACK WORK
After watching this video, you will be able to use the ROLLBACK WORK statement to roll back a user-specified transaction.
-
Microsoft SQL Server 2016: SAVE TRANSACTION
After watching this video, you will be able to use the SAVE TRANSACTION statement to set a savepoint within a transaction.
-
Microsoft SQL Server 2016: Snapshot Isolation and Row Versioning
After watching this video, you will be able to describe snapshot isolation and row versioning.
-
Microsoft SQL Server 2016: READ UNCOMMITTED
After watching this video, you will be able to use the READ UNCOMMITTED isolation level.
-
Microsoft SQL Server 2016: Transactions in High-concurrency Databases
After watching this video, you will be able to describe explicit transactions.
-
Microsoft SQL Server 2016: Implicit Transactions
After watching this video, you will be able to describe implicit transactions.
-
Microsoft SQL Server 2016: ROLLBACK TRANSACTION
After watching this video, you will be able to use the ROLLBACK TRANSACTION to roll back an explicit or implicit transaction.
-
Microsoft SQL Server 2016: Creating an Azure SQL Database
After watching this video, you will be able to demonstrate how to create an Azure SQL Server 2016 database
-
Microsoft SQL Server 2016: Elastic Scale
After watching this video, you will be able to describe elastic scaling
-
Microsoft SQL Server 2016: Tempdb Files
After watching this video, you will be able to optimize tempdb configuration files
-
Microsoft SQL Server 2016: Creating a Workload Group
After watching this video, you will be able to create a workload group.
-
Microsoft SQL Server 2016: Disabling Resource Governor
After watching this video, you will be able to disable resource governor.
-
Microsoft SQL Server 2016: Creating a Resource Pool
After watching this video, you will be able to create a resource pool.
-
Microsoft SQL Server 2016: Common Service Tier Use Cases
After watching this video, you will be able to describe common service tier use cases.
-
Microsoft SQL Server 2016: Memory Configuration
After watching this video, you will be able to optimize memory configuration.
-
Microsoft SQL Server 2016: Service Tiers
After watching this video, you will be able to describe service tiers.
-
Microsoft SQL Server 2016: Enabling Resource Governor
After watching this video, you will be able to enable resource governor.
-
Microsoft SQL Server 2016: Configuring Resource Governor
After watching this video, you will be able to configure resource governor properties.
-
Microsoft SQL Server 2016: Workloads
After watching this video, you will be able to describe workloads.
-
Microsoft SQL Server 2016: Resource Governor
After watching this video, you will be able to manage workloads and system resource consumption using resource governor.
-
Microsoft SQL Server 2016: Query Store Usage Scenarios
After watching this video, you will be able to describe when and where to use the Query Store.
-
Microsoft SQL Server 2016: Query Performance Troubleshooting
After watching this video, you will be able to determine how to start query performance troubleshooting.
-
Microsoft SQL Server 2016: Azure SQL Database Performance Insight
After watching this video, you will be able to configure the Azure SQL Database Performance Insight.
-
Microsoft SQL Server 2016: Work with Statistics and Optimize Indexes
After watching this video, you will be able to use statistics objects and index optimization methods.
-
Microsoft SQL Server 2016: Query Plan Operator Performance
After watching this video, you will be able to identify underperforming query plan operators.
-
Microsoft SQL Server 2016: Reviewing Query Results
After watching this video, you will be able to compare query plans and related metadata.
-
Microsoft SQL Server 2016: Logical Operators
After watching this video, you will be able to describe logical operators and how they are used.
-
Microsoft SQL Server 2016: Physical Operators
After watching this video, you will be able to describe physical operators and how they are used.
-
Microsoft SQL Server 2016: Overlapping Indexes
After watching this video, you will be able to identify and consolidate overlapping indexes.
-
Microsoft SQL Server 2016: Capturing Query Plans
After watching this video, you will be able to capture query plans using extended events and traces.
-
Microsoft SQL Server 2016: Query Store Best Practices
After watching this video, you will be able to recognize best practices to follow with the Query Store.
-
Microsoft SQL Server 2016: Maintenance Tasks
After watching this video, you will be able to describe available maintenance tasks to perform.
-
Microsoft SQL Server 2016: Defragmenting Indexes
After watching this video, you will be able to perform index defragmentation.
-
Microsoft SQL Server 2016: Reviewing Dynamic Management Objects
After watching this video, you will be able to review current index usage and identify missing indexes.
-
Microsoft SQL Server 2016: Database Engine Tuning Advisor
After watching this video, you will be able to perform database tuning using the database engine tuning advisor.
-
Microsoft SQL Server 2016: Creating a Maintenance Plan
After watching this video, you will be able to demonstrate how to create a maintenance plan.
-
Microsoft SQL Server 2016: Input and Output Parameters
After watching this video, you will be able to describe how to use the input and output parameters.
-
Microsoft SQL Server 2016: Table-valued Parameters
After watching this video, you will be able to demonstrate how to use table-valued parameters.
-
Microsoft SQL Server 2016: IDENTITY Constraints
After watching this video, you will be able to describe the IDENTITY constraint.
-
Microsoft SQL Server 2016: Constraint Checking
After watching this video, you will be able to recognize the common considerations to be aware of when working with constraints.
-
Microsoft SQL Server 2016: FOREIGN KEY Constraints
After watching this video, you will be able to use the FOREIGN KEY constraint.
-
Microsoft SQL Server 2016: UNIQUE Constraints
After watching this video, you will be able to describe the UNIQUE constraint I.
-
Microsoft SQL Server 2016: Stored Procedures Overview
After watching this video, you will be able to describe stored procedures and their benefits.
-
Microsoft SQL Server 2016: Designing Stored Procedures
After watching this video, you will be able to design stored procedures components and structure based on business requirements.
-
Microsoft SQL Server 2016: Adding Constraints to Tables
After watching this video, you will be able to demonstrate how to write Transact-SQL statements to add constraints to tables.
-
Microsoft SQL Server 2016: Identifying Results Given Existing Constraints
After watching this video, you will be able to demonstrate how to identify results of DML statements given exiting tables and constraints.
-
Transact-SQL: SQL Server 2016 Data Types Overview
After watching this video, you will be able to describe how SQL Server 2016 uses data types.
-
Transact-SQL: Data Type Conversions
After watching this video, you will be able to recognize when data type conversions occur in SQL Server 2016.
-
Transact-SQL: Testing for NULL
After watching this video, you will be able to describe how to test for NULL in SQL Server 2016.
-
Transact-SQL: WHERE clause
After watching this video, you will be able to demonstrate how to filter data in SQL Server 2016 using the WHERE clause.
-
Transact-SQL: Predicates and Operators
After watching this video, you will be able to describe how to use predicates and operators in SQL Server 2016.
-
Transact-SQL: Three-valued Logic
After watching this video, you will be able to describe three-valued logic in SQL Server 2016.
-
Transact-SQL: NULL in Queries
After watching this video, you will be able to work with NULL in Queries in SQL Server 2016.
-
Transact-SQL: Manipulating Data in SQL Server 2016
After watching this video, you will be able to demonstrate how to query and manipulate data in SQL Server 2016.
-
Transact-SQL: ORDER BY Clause
After watching this video, you will be able to describe the ORDER BY clause in SQL Server 2016.
-
Transact-SQL: Sorting Data
After watching this video, you will be able to demonstrate how to sort data in SQL Server 2016 using the ORDER BY clause.
-
Transact-SQL: Filtering Data
After watching this video, you will be able to recognize how to filter data in SQL Server 2016.
-
Transact-SQL: OUTPUT Clause
After watching this video, you will be able to demonstrate how to use the OUTPUT clause to monitor data in SQL Server 2016.
-
Transact-SQL: Modifying Data in SQL Server 2016
After watching this video, you will be able to demonstrate how to filter and modify data in SQL Server 2016.
-
Transact-SQL: SQL Server Built-in Function Types
After watching this video, you will be able to list the built-in function types used in SQL Server 2016.
-
Transact-SQL: Populating Tables Using SELECT INTO
After watching this video, you will be able to describe how to populate tables in SQL Server 2016 using the SELECT INTO statement.
-
Transact-SQL: Add Data Using INSERT
After watching this video, you will be able to demonstrate how to add data using INSERT statement.
-
Transact-SQL: Modify Data Using UPDATE and MERGE
After watching this video, you will be able to describe how to use UPDATE and MERGE statements to modify data.
-
Transact-SQL: Remove Data Using DELETE and TRUNCATE
After watching this video, you will be able to describe how to use DELETE and TRUNCATE statements to remove data.
-
Transact-SQL: Implicit and Explicit Conversions
After watching this video, you will be able to demonstrate implicit and explicit conversions.
-
Transact-SQL: Character Data
After watching this video, you will be able to describe different types of character data in SQL Server 2016.
-
Transact-SQL: Manipulating Character Data
After watching this video, you will be able to demonstrate how to manipulate character data in SQL Server 2016.
-
Transact-SQL: Data Manipulation Language Overview
After watching this video, you will be able to list the benefits of using data manipulation language (DML) in SQL Server 2016.
-
Transact-SQL: NULL Values and Joins
After watching this video, you will be able to demonstrate how to write queries with NULLs on joins.
-
Microsoft Power BI: Dashboard Pinning and Sharing
After watching this video, you will be able to share a Power BI dashboard with other users.
-
Microsoft Power BI: Filtering Visualizations with Slicers
After watching this video, you will be able to filter visualizations using slicers.
-
Microsoft Power BI: Model and Visualize Data
After watching this video, you will be able to ensure data is in a form usable by Power BI for querying and visualization.
-
Transact-SQL: Set Operators
After watching this video, you will be able to describe the characteristics of sets in SQL Server 2016.
-
Transact-SQL: Set Theory
After watching this video, you will be able to describe the set theory and how it relates to SQL Server 2015.
-
Transact-SQL: Set Theory and SQL Server 2016 Queries
After watching this video, you will be able to describe applying set theory to SQL server queries.
-
Transact-SQL: Predicate Logic Overview
After watching this video, you will be able to define predicate logic in SQL Server 2016.
-
Transact-SQL: T-SQL Expressions
After watching this video, you will be able to demonstrate how to implement T-SQL expressions in SQL Server 2016.
-
Transact-SQL: T-SQL Control of Flow, Errors, and Transactions
After watching this video, you will be able to work with T-SQL control of flow, errors, and transactions in SQL Server 2016.
-
Transact-SQL: T-SQL Comments
After watching this video, you will be able to use T-SQL comments in SQL Server 2016.
-
Transact-SQL: T-SQL Batch Separators
After watching this video, you will be able to work with T-SQL batch separators.
-
Transact-SQL: T-SQL Variables
After watching this video, you will be able to create T-SQL Variables in SQL Server 2016.
-
Data Science Using R: Using list2env
After watching this video, you will be able to use list2env in R.
-
Data Science Using R: Creating Reference Classes
After watching this video, you will be able to create a reference class in R.
-
Data Science Using R: Defining a Binary Operator
After watching this video, you will be able to define a binary operator.
-
Data Science Using R: Simulating a Unary Operator
After watching this video, you will be able to simulate a unary operator using binary operator syntax.
-
Data Science Using R: Using eval
After watching this video, you will be able to use the R eval function.
-
Data Science Using R: Using paste Functions
After watching this video, you will be able to use the R paste family of functions.
-
Transact-SQL: T-SQL Statements
After watching this video, you will be able to configure T-SQL statements in SQL Server 2016.
-
Transact-SQL: T-SQL Functions
After watching this video, you will be able to work with T-SQL Language functions in SQL Server 2016.
-
Transact-SQL: Calculated Expressions
After watching this video, you will be able to demonstrate how to use calculations in the SELECT clause.
-
Transact-SQL: Understanding DISTINCT Statements in SQL Server 2016
After watching this video, you will be able to describe the purpose of DISTINCT in SQL Server 2016.
-
Transact-SQL: SELECT DISTINCT Syntax
After watching this video, you will be able to describe how to execute a SELECT DISTINCT.
-
Transact-SQL: Eliminating Duplicates Using DISTINCT
After watching this video, you will be able to demonstrate how to eliminate duplicates using DISTINCT.
-
Transact-SQL: Querying Data with Transact-SQL
After watching this video, you will be able to demonstrate querying data in SQL Server 2016.
-
Transact-SQL: SELECT Statements Overview
After watching this video, you will be able to recognize elements of simple SQL Server 2016 SELECT queries.
-
Transact-SQL: Writing SELECT Statements in SQL Server 2016
After watching this video, you will be able to demonstrate how to write simple SELECT statements in SQL Server 2016.
-
Transact-SQL: Logical Order of Operations
After watching this video, you will be able to define the logical order of operations.
-
Transact-SQL: Applying Logical Order of Operations
After watching this video, you will be able to demonstrate the logical order of operations when writing SELECT statements.
-
Transact-SQL: Elements of a SELECT Statement
After watching this video, you will be able to recognize the elements of a SELECT statement in SQL Server 2016.
-
Transact-SQL: SQL Server 2016 Architecture Overview
After watching this video, you will be able to recognize features of SQL Server 2016.
-
Transact-SQL: SQL Server 2016 Editions and Components
After watching this video, you will be able to list SQL Server 2016 editions and components.
-
Transact-SQL: SQL Server 2016 Functions and Capabilities
After watching this video, you will be able to identify SQL Server 2016 functions and capabilities.
-
Transact-SQL: SQL Server Management Studio
After watching this video, you will be able to list features of SQL Server Management Studio.
-
Microsoft SQL Server 2016: Create a SQL Table
After watching this video, you will be able to demonstrate how to create a SQL Table.
-
Microsoft SQL Server 2016: Index Design Basics
After watching this video, you will be able to recognize the basic guidelines to follow when designing and implementing indexes.
-
Microsoft SQL Server 2016: Third Normal Form
After watching this video, you will be able to describe the third normal form level of normalization.
-
Microsoft SQL Server 2016: Database Denormalization
After watching this video, you will be able to demonstrate how to denormalize a database.
-
Microsoft SQL Server 2016: Creating Clustered Indexes
After watching this video, you will be able to create clustered indexes.
-
Microsoft SQL Server 2016: Tables Without Clustered Indexes
After watching this video, you will be able to describe when to use tables without clustered indexes.
-
Microsoft SQL Server 2016: Clustered vs. Nonclustered Indexes
After watching this video, you will be able to recognize the basic guidelines to follow when designing and implementing indexes.
-
Microsoft SQL Server 2016: First Normal Form
After watching this video, you will be able to describe the first normal form level of normalization.
-
Microsoft SQL Server 2016: Second Normal Form
After watching this video, you will be able to describe the second normal form level of normalization.
-
Microsoft SQL Server 2016: Normalization
After watching this video, you will be able to recognize the process of normalization in SQL Server 2016.
-
Microsoft SQL Server 2016: Altering Tables
After watching this video, you will be able to use the ALTER TABLE statement to modify a table.
-
Microsoft SQL Server 2016: Naming Conventions
After watching this video, you will be able to describe the best practices to follow when selecting a naming convention.
-
Microsoft SQL Server 2016: Numerics
After watching this video, you will be able to describe the numeric data type category in SQL Server 2016.
-
Microsoft SQL Server 2016: Renaming Tables
After watching this video, you will be able to rename a table.
-
Microsoft SQL Server 2016: Constraints
After watching this video, you will be able to use constraints to ensure integrity of data.
-
Microsoft SQL Server 2016: Binary Strings
After watching this video, you will be able to describe the binary strings data type category in SQL Server 2016.
-
Microsoft SQL Server 2016: Special Data Types
After watching this video, you will be able to describe the special data types category in SQL Server 2016.
-
Microsoft SQL Server 2016: Date and Time
After watching this video, you will be able to describe the date and time data type category in SQL Server 2016.
-
Microsoft SQL Server 2016: Character and Unicode
After watching this video, you will be able to describe the character and unicode data type category in SQL Server 2016.
-
Microsoft SQL Server 2016: Adding and Removing Columns
After watching this video, you will be able to add and removing columns from a table.
-
Microsoft SQL Server 2016: Duplicating Tables
After watching this video, you will be able to duplicate a table.
-
Transact-SQL: Querying with Right Outer Joins
After watching this video, you will be able to demonstrate the proper usages of outer joins in SQL Server 2016.
-
Transact-SQL: Querying Cross Joins and Self Joins
After watching this video, you will be able to demonstrate the proper usages of cross and self joins.
-
Transact-SQL: Multiple Join Operators
After watching this video, you will be able to demonstrate the use of multiple join operators.
-
Transact-SQL: Using Simple CASE Expressions
After watching this video, you will be able to demonstrate how to use simple CASE expressions.
-
Transact-SQL: Joins Overview
After watching this video, you will be able to recognize how and when to use joins in SQL Server 2016.
-
Transact-SQL: Querying with Inner Joins
After watching this video, you will be able to demonstrate the proper usage of inner joins in SQL Server 2016.
-
Transact-SQL: Querying with Left Outer Joins
After watching this video, you will be able to demonstrate the proper usages of outer joins in SQL Server 2016.
-
Transact-SQL: Referring to Columns Using Aliases
After watching this video, you will be able to describe how to refer to columns using aliases.
-
Transact-SQL: Referring to Tables Using Aliases
After watching this video, you will be able to specify how to refer to tables using aliases.
-
Data Science Using R: Using Markdown in R
After watching this video, you will be able to explore the elements of an R Markdown file (.rmd).
-
Transact-SQL: SQL Server 2016 CASE Expressions
After watching this video, you will be able to describe SQL Server 2016 CASE expressions.
-
Data Science Using R: Rendering HTML
After watching this video, you will be able to render an html document from R Markdown.
-
QlikView: Displaying Null Values
After watching this video, you will be able to understand how null values are displayed in QlikView documents.
-
QlikView: Manipulating Null Values
After watching this video, you will be able to work with null values in QlikView.
-
Microsoft SQL Server 2016: Creating Tables
After watching this video, you will be able to create tables in SQL Server 2016.
-
Microsoft SQL Server 2016: Dropping Tables
After watching this video, you will be able to use the DROP TABLE statement to drop a table from a database.
-
Data Science Using R: Create and Publish from R Markdown
After watching this video, you will be able to create an R Markdown file (.rmd) and render the output as html.
-
Data Science Using R: Using cfunction in R
After watching this video, you will be able to use cfunction in R to call inline C.
-
Data Science Using R: Connecting Inline C++ to R
After watching this video, you will be able to write C++ inline in an R program.
-
Data Science Using R: Calling External C++ with R
After watching this video, you will be able to use Rcpp to call C++ from R.
-
Data Science Using R: Manipulating Strings with the stringr Library
After watching this video, you will be able to use the stringr library to manipulate strings.
-
Data Science Using R: Using the forcats Library
After watching this video, you will be able to use the forcats library for factors in R.
-
Data Science Using R: Output an R Table as LaTeX
After watching this video, you will be able to use xtable to output a table in LaTeX format.
-
Data Science Using R: Exploring the tidyverse Collection of Libraries
After watching this video, you will be able to explore the libraries included in the tidyverse collection.
-
Data Science Using R: Rendering a Plot in shiny
After watching this video, you will be able to create a plot using R and the shiny library.
-
Data Science Using R: Displaying a JavaScript DataTable
After watching this video, you will be able to use the DT library in R to use a JavaScript DataTable.
-
Data Science Using R: Using the purrr Library
After watching this video, you will be able to use the purrr library for functional programming in R.
-
Data Science Using R: Creating a shiny Application
After watching this video, you will be able to use the shiny library for building web apps from R.
-
Microsoft SQL Server 2016: PRIMARY KEY Constraints
After watching this video, you will be able to describe the use of the PRIMARY Key constraint.
-
Microsoft SQL Server 2016: Enforcing Data Integrity
After watching this video, you will be able to use the various mechanisms used to enforce data integrity.
-
Microsoft SQL Server 2016: Entity and Referential Integrity
After watching this video, you will be able to describe entity and referential integrity.
-
Microsoft SQL Server 2016: In-Memory Index Performance Considerations
After watching this video, you will be able to describe in-memory index performance considerations.
-
Microsoft SQL Server 2016: XML Indexes
After watching this video, you will be able to describe XML indexes.
-
Microsoft SQL Server 2016: Creating Tables with Nonclustered Hash Indexes
After watching this video, you will be able to create tables with nonclustered hash indexes.
-
Microsoft SQL Server 2016: Configure Columnstore Indexes
After watching this video, you will be able to implement and configure columnstore indexes.
-
Microsoft SQL Server 2016: Types of Data Integrity
After watching this video, you will be able to recognize the three basic forms of data integrity: domain, entity, referential.
-
Microsoft SQL Server 2016: Secondary XML Indexes
After watching this video, you will be able to describe secondary XML indexes.
-
Microsoft SQL Server 2016: XML Index Performance Considerations
After watching this video, you will be able to describe XML index performance considerations.
-
Microsoft SQL Server 2016: Changing Data in a Nonclustered Columnstore Index
After watching this video, you will be able to change data in a nonclustered columnstore index.
-
Microsoft SQL Server 2016: In-memory Nonclustered Hash Indexes
After watching this video, you will be able to describe in-memory nonclustered hash indexes.
-
Microsoft SQL Server 2016: Clustered vs. Nonclustered Columnstore Indexes
After watching this video, you will be able to differentiate between clustered and nonclustered columnstore indexes in SQL Server 2016.
-
Microsoft SQL Server 2016: Creating a Nonclustered Columnstore Index
After watching this video, you will be able to create a nonclustered columnstore index.
-
Microsoft SQL Server 2016: Columnstore Versioned Feature Summary
After watching this video, you will be able to describe columnstore versioned feature summary.
-
Microsoft SQL Server 2016: Columnstore Indexes Query Performance
After watching this video, you will be able to improve columnstore index query performance.
-
Microsoft SQL Server 2016: Columnstore Indexes Defragmentation
After watching this video, you will be able to implement columnstore index defragmentation.
-
Microsoft SQL Server 2016: Columnstore for Real-time Operational Analytics
After watching this video, you will be able to implement real-time operational analytics.
-
Microsoft SQL Server 2016: Columnstore Indexes for Data Warehousing
After watching this video, you will be able to describe columnstore index data warehousing.
-
Microsoft SQL Server 2016: When to Implement a Columnstore Index
After watching this video, you will be able to determine when to implement a columnstore index.
-
Microsoft SQL Server 2016: Creating a Clustered Columnstore Index
After watching this video, you will be able to create a clustered columnstore index.
-
Microsoft SQL Server 2016: Create Indexes with Included Columns
After watching this video, you will be able to create an index with included columns.
-
Microsoft SQL Server 2016: Columnstore Index Overview
After watching this video, you will be able to recognize when to use columnstore indexes.
-
Microsoft SQL Server 2016: Columnstore Indexes Data Loading
After watching this video, you will be able to describe columnstore index data loading.
-
Microsoft SQL Server 2016: Creating Indexed Views
After watching this video, you will be able to create an indexed view.
-
Microsoft SQL Server 2016: Using Partitioned Views
After watching this video, you will be able to create partitioned views.
-
Microsoft SQL Server 2016: Renaming and Deleting a View
After watching this video, you will be able to rename and delete a view.
-
Microsoft SQL Server 2016: Modifying Views
After watching this video, you will be able to modify views.
-
Microsoft SQL Server 2016: Modifying Data Using a View
After watching this video, you will be able to modify data using a view.
-
Microsoft SQL Server 2016: Views
After watching this video, you will be able to describe the use of views.
-
Microsoft SQL Server 2016: Designing a View Structure
After watching this video, you will be able to recognize how to design and implement views.
-
Microsoft SQL Server 2016: Deleting Indexes
After watching this video, you will be able to delete indexes.
-
Microsoft SQL Server 2016: Modifying Indexes
After watching this video, you will be able to modify indexes.
-
Microsoft SQL Server 2016: Types of Views
After watching this video, you will be able to describe the various types of views.
-
Microsoft SQL Server 2016: Creating Views
After watching this video, you will be able to create views.
-
Microsoft SQL Server 2016: Creating Filtered Indexes
After watching this video, you will be able to create filtered indexes.
-
Microsoft SQL Server 2016: Creating Indexes with Included Columns
After watching this video, you will be able to create indexes with included columns.
-
Microsoft SQL Server 2016: Creating Nonclustered Indexes
After watching this video, you will be able to create nonclustered indexes.
-
Microsoft SQL Server 2016: Creating Unique Indexes
After watching this video, you will be able to create unique indexes.
-
Tableau: Exploring Shelves and Cards
After watching this video, you will be able to describe how shelves and cards are used in Tableau.
-
Tableau: Filtering Data
After watching this video, you will be able to filter data in Tableau.
-
Tableau: Examining the Data Pane
After watching this video, you will be able to recall the different sections of the data window in Tableau.
-
Microsoft SQL Server 2016: Connecting to an Azure SQL Database
After watching this video, you will be able to demonstrate how to connect to an Azure SQL Server 2016 database
-
Microsoft SQL Server 2016: Troubleshooting Storage, IO, and Cache Issues
After watching this video, you will be able to troubleshoot storage, IO, and cache issues
-
Microsoft SQL Server 2016: Monitor Azure SQL Databases
After watching this video, you will be able to demonstrate how to monitor Azure SQL Database query plans
-
Microsoft SQL Server 2016: Data Collector
After watching this video, you will be able to describe the data collector service for monitoring SQL Server 2016 databases
-
Microsoft SQL Server 2016: Scheduling and Wait Statistics
After watching this video, you will be able to monitor and diagnose scheduling and wait statistics using dynamic management objects
-
Microsoft SQL Server 2016: Elastic Database Pools
After watching this video, you will be able to describe elastic database pools.
-
Microsoft SQL Server 2016: Extended Events Tasks
After watching this video, you will be able to describe extended events tasks.
-
Microsoft SQL Server 2016: Packages, Targets, Actions, and Sessions
After watching this video, you will be able to differentiate between extended events packages, targets, and sessions.
-
Microsoft SQL Server 2016: System Stored Procedures
After watching this video, you will be able to use system stored procedures for monitoring tasks.
-
Microsoft SQL Server 2016: SQL Server Extended Events
After watching this video, you will be able to describe the benefits of using extended events.
-
Microsoft SQL Server 2016: SQL Trace Architecture
After watching this video, you will be able to describe the SQL trace architecture.
-
Microsoft SQL Server 2016: Create a Trace
After watching this video, you will be able to create a trace using transact-sql.
-
Microsoft SQL Server 2016: Extended Events Targets
After watching this video, you will be able to distinguish between extended events targets.
-
Microsoft SQL Server 2016: Monitor Performance Using Monitoring Tools
After watching this video, you will be able to use various tools to monitor performance.
-
Microsoft SQL Server 2016: Optimize SQL Trace
After watching this video, you will be able to optimize SQL trace to minimize performance costs.
-
Microsoft SQL Server 2016: Schedule Traces
After watching this video, you will be able to demonstrate how to schedule tracing in SQL Server.
-
Microsoft SQL Server 2016: Performance Baseline
After watching this video, you will be able to establish a server performance baseline.
-
Microsoft SQL Server 2016: Performance Monitor
After watching this video, you will be able to demonstrate how to use perfmon.
-
Microsoft SQL Server 2016: Monitor Databases Using SQL Server Monitor
After watching this video, you will be able to demonstrate how to use the SQL Server Monitor
-
Microsoft SQL Server 2016: Performance Metrics
After watching this video, you will be able to describe performance metrics.
-
Microsoft SQL Server 2016: Dynamic Management Objects
After watching this video, you will be able to demonstrate how to use dynamic management objects.
-
Microsoft SQL Server 2016: Troubleshooting Performance Issues
After watching this video, you will be able to compare baseline metrics to observed metrics in order to troubleshoot performance issues.
-
Microsoft SQL Server 2016: Azure SQL Database Performance
After watching this video, you will be able to monitor Azure SQL Database performance.
-
Microsoft SQL Server 2016: Task Manager
After watching this video, you will be able to demonstrate how to use the task manager windows monitoring tool.
-
Microsoft SQL Server 2016: DBCC Commands
After watching this video, you will be able to demonstrate how execute database consistency checker commands.
-
Microsoft SQL Server 2016: Live Query Statistics
After watching this video, you will be able to demonstrate how to enable and view live query statistics.
-
Microsoft SQL Server 2016: Activity Monitor
After watching this video, you will be able to use the activity monitor in SQL Server 2016.
-
QlikView: Use Qlik Deployment Framework (QDF)
After watching this video, you will be able to use Qlik deployment framework (QDF).
-
Data Science Using R: Referencing with BibTex
After watching this video, you will be able to use bibtex citations from R Markdown.
-
Data Science Using R: Passing knitr Parameters
After watching this video, you will be able to use knitr to dynamically generate reports in R Markdown.
-
Data Science Using R: Rendering LaTeX
After watching this video, you will be able to render a LaTeX document from R Markdown.
-
QlikView: Platform Security - Authorization
After watching this video, you will be able to work with platform security to authorize access to resources.
-
Hosting: Hosting Services in IIS
After watching this video, you will be able to host WCF services in Internet Information Services (IIS).
-
Hosting: Hosting Environment
After watching this video, you will be able to describe how to choose a hosting environment.
-
Hosting: Hosting Options
After watching this video, you will be able to list hosting options available in WCF.
-
Hosting: Hosting Services in WAS
After watching this video, you will be able to host WCF services in Windows Process Activation Service (WAC).
-
Hosting: Hosting in a Managed Application
After watching this video, you will be able to describe how to host WCF services in a managed application.
-
Hosting: Hosting Services in a Managed Windows Service
After watching this video, you will be able to recall how to host WCF services in a Managed Windows Service.
-
Hosting: Exercise: Implementing Hosting in WCF
After watching this video, you will be able to implement hosting in WCF.
-
Hosting: Using Configuration-based Activation
After watching this video, you will be able to demonstrate how a WCF service is hosted under IIS or WAS without using a .SVC file.
-
Optimize & Validate Models in Azure Machine Learning Studio: Regression Models
After watching this video, you will be able to describe the metrics for regression models in Azure Machine Learning Studio.
-
Optimize & Validate Models in Azure Machine Learning Studio: Classification Models
After watching this video, you will be able to describe the metrics for classification models in Azure Machine Learning Studio.
-
Microsoft Cognitive Toolkit & Azure Machine Learning: Build a Neural Network
After watching this video, you will be able to build a neural network using Microsoft Cognitive Toolkit.
-
Microsoft Cognitive Toolkit & Azure Machine Learning: Neural Network Overview
After watching this video, you will be able to describe when to implement a neural network.
-
Microsoft Cognitive Toolkit & Azure Machine Learning: Configure a Two-class Neural Network
After watching this video, you will be able to configure a two-class neural network with Azure Machine Learning Studio.
-
Microsoft Cognitive Toolkit & Azure Machine Learning: Two-class Neural Network
After watching this video, you will be able to describe two-class neural networks.
-
Optimize & Validate Models in Azure Machine Learning Studio: Exercise: Optimize and Validate Models
After watching this video, you will be able to optimize and validate models in Azure Machine Learning Studio.
-
Optimize & Validate Models in Azure Machine Learning Studio: Clustering Models
After watching this video, you will be able to describe the metrics for clustering models in Azure Machine Learning Studio.
-
Microsoft Cognitive Toolkit & Azure Machine Learning: Microsoft Cognitive Toolkit (CNTK) for Python
After watching this video, you will be able to install Microsoft Cognitive Toolkit (CNTK) for use in Python.
-
Microsoft Cognitive Toolkit & Azure Machine Learning: Microsoft Cognitive Toolkit (CNTK)
After watching this video, you will be able to describe Microsoft Cognitive Toolkit (CNTK).
-
Microsoft Cognitive Toolkit & Azure Machine Learning: Multiclass Neural Network
After watching this video, you will be able to describe multiclass neural networks.
-
Microsoft Cognitive Toolkit & Azure Machine Learning: Feed Forward Neural Network
After watching this video, you will be able to build and train a feed forward neural network.
-
Microsoft Cognitive Toolkit & Azure Machine Learning: Configure a Multiclass Neural Network
After watching this video, you will be able to configure a multiclass neural network with Azure Machine Learning Studio.
-
Hadoop Installation and Maintenance: Accessibility Features
After watching this video, you will be able to list accessibility features such as FS Shell, DFSAdmin, and Browser Interface.
-
Hadoop Installation and Maintenance: Data Organization
After watching this video, you will be able to describe data organization considerations such as data blocks and replication pipelining.
-
Hadoop Installation and Maintenance: Space Reclamation
After watching this video, you will be able to describe space reclamation considerations such as file deletes and replication factors.
-
Hadoop Installation and Maintenance: Ranger Admin Tool
After watching this video, you will be able to use the Ranger Admin tool.
-
Hadoop Installation and Maintenance: Ranger Build Process
After watching this video, you will be able to build Ranger from source.
-
Hadoop Installation and Maintenance: Ranger on Hortonworks
After watching this video, you will be able to download Hortonworks Sandbox on VirtualBox to run Ranger.
-
Hadoop Installation and Maintenance: Ranger User Sync
After watching this video, you will be able to work with Ranger User Sync.
-
Hadoop Installation and Maintenance: What Is Ranger?
After watching this video, you will be able to describe the benefits of using Ranger with Hadoop and list its installation prerequisites.
-
Hadoop Installation and Maintenance: Working with the HDFS Architecture
After watching this video, you will be able to work with the HDFS architecture.
-
Hadoop Installation and Maintenance: Command Line EMR Script Processing
After watching this video, you will be able to run scripts in EMR from the command line using AWS CLI.
-
Hadoop Installation and Maintenance: Command Line EMR Data Input
After watching this video, you will be able to use AWS CLI to upload data to S3 for EMR.
-
Hadoop Installation and Maintenance: Ranger Hive Permissions
After watching this video, you will be able to modify an access policy for Hive queries using Ranger.
-
Hadoop Installation and Maintenance: Ranger Admin Setting Customization
After watching this video, you will be able to customize Ranger Admin settings.
-
Hadoop Installation and Maintenance: Ranger REST API
After watching this video, you will be able to query the Ranger REST API.
-
Hadoop Installation and Maintenance: Node Removal
After watching this video, you will be able to remove a node from a Hadoop cluster.
-
Hadoop Installation and Maintenance: Filesystem Balancer
After watching this video, you will be able to use the filesystem balancer tool to keep filesystem datanodes evenly balanced.
-
Hadoop Installation and Maintenance: Cloudera
After watching this video, you will be able to list the components of a Cloudera distribution, including Impala, Crunch, Kite, and Cloudera Manager.
-
Hadoop Installation and Maintenance: Hadoop Distributions
After watching this video, you will be able to describe the benefits of distributions.
-
Hadoop Installation and Maintenance: Backups
After watching this video, you will be able to demonstrate how to perform metadata and data backups.
-
Hadoop Installation and Maintenance: Securing Hadoop using Ranger
After watching this video, you will be able to modify and query a policy in Ranger.
-
Hadoop Installation and Maintenance: Common Hadoop Issues
After watching this video, you will be able to list common problems for Hadoop administrators.
-
Hadoop Installation and Maintenance: HDFS Snapshots and Distributed Copies
After watching this video, you will be able to create and delete snapshots.
-
Hadoop Installation and Maintenance: Hortonworks
After watching this video, you will be able to name the components of a Hortonworks distribution, including Tez, Falcon, and Ambari.
-
Hadoop Installation and Maintenance: Hadoop Snapshots
After watching this video, you will be able to perform Hadoop snapshot operations.
-
Hadoop Installation and Maintenance: MapR
After watching this video, you will be able to recall the benefits of the MapR distribution.
-
Hadoop Installation and Maintenance: Format HDFS
After watching this video, you will be able to format HDFS and configure common options.
-
Hadoop Installation and Maintenance: Expand a Hadoop Cluster
After watching this video, you will be able to add a new node to an existing Hadoop cluster.
-
Hadoop Installation and Maintenance: Working with Clusters in Hadoop
After watching this video, you will be able to start a Hadoop cluster and run a mapreduce job.
-
Hadoop Installation and Maintenance: Hadoop MapReduce Job
After watching this video, you will be able to run an example mapreduce job to perform a word count.
-
Hadoop Installation and Maintenance: Single Node Cluster
After watching this video, you will be able to set up Hadoop on a single node.
-
Hadoop Installation and Maintenance: Prepare Ubuntu for Hadoop
After watching this video, you will be able to configure an Ubuntu server for ssh and Java for Hadoop.
-
Hadoop Installation and Maintenance: Cluster Configurations
After watching this video, you will be able to describe the different cluster configurations, including single-rack deployments, three-rack deployments, and large-scale deployments.
-
Hadoop Installation and Maintenance: Small Multinode Cluster
After watching this video, you will be able to set up Hadoop on four nodes.
-
Hadoop Installation and Maintenance: Hadoop on EMR
After watching this video, you will be able to describe the benefits of using Apache Hadoop on Amazon EMR.
-
Hadoop Installation and Maintenance: EMRFS Configuration
After watching this video, you will be able to describe the EMR File System configuration.
-
Hadoop Installation and Maintenance: EMR Configuration
After watching this video, you will be able to configure an initial EMR setup in AWS.
-
Hadoop Installation and Maintenance: Working with Amazon EMR
After watching this video, you will be able to use Hadoop on Amazon EMR.
-
Hadoop Installation and Maintenance: EMR Data
After watching this video, you will be able to prepare data for use in EMR.
-
Hadoop Installation and Maintenance: EMR Cluster Launch
After watching this video, you will be able to launch a small EMR cluster.
-
Hadoop Installation and Maintenance: EMR Environment
After watching this video, you will be able to reset an EMR environment.
-
Hadoop Installation and Maintenance: EMR Script Processing
After watching this video, you will be able to run scripts in a cluster using Amazon EMR.
-
Azure AI Gallery & Azure Machine Learning: Create a New Deployment using Azure AI Gallery
After watching this video, you will be able to deploy a solution from Azure AI Gallery.
-
Azure AI Gallery & Azure Machine Learning: Create a New Experiment from an Example
After watching this video, you will be able to create a new experiment using an example from Azure AI Gallery.
-
Azure AI Gallery & Azure Machine Learning: Use Sample Datasets in Azure Machine Learning Studio
After watching this video, you will be able to use sample datasets in Azure Machine Learning Studio.
-
Microsoft Cognitive Toolkit & Azure Machine Learning: Exercise: Build Neural Networks
After watching this video, you will be able to build neural networks using Microsoft Cognitive Toolkit.
-
Microsoft Cognitive Toolkit & Azure Machine Learning: N-Series Virtual Machines
After watching this video, you will be able to create and use Azure N-Series Virtual Machines designed for graphics and visualization workloads.
-
Azure AI Gallery & Azure Machine Learning: Import Experiment from Azure AI Gallery
After watching this video, you will be able to import an experiment from Azure AI Gallery and from within Azure Machine Learning Studio.
-
Azure AI Gallery & Azure Machine Learning: Overview of Azure AI Gallery
After watching this video, you will be able to describe Azure AI Gallery.
-
Azure AI Gallery & Azure Machine Learning: Create a Collection in Azure AI Gallery
After watching this video, you will be able to create a collection in Azure AI Gallery.
-
Azure AI Gallery & Azure Machine Learning: Jupyter Notebooks from Azure AI Gallery
After watching this video, you will be able to download Jupyter notebooks from Azure AI Gallery directly from the Gallery or from Azure Machine Learning Studio.
-
Azure AI Gallery & Azure Machine Learning: Custom Modules from Azure AI Gallery
After watching this video, you will be able to import custom modules from Azure AI Gallery and from within Azure Machine Learning Studio.
-
Azure AI Gallery & Azure Machine Learning: Use Tutorials in Azure AI Gallery
After watching this video, you will be able to use Tutorials in Azure AI Gallery.
-
Virtual Machines & HDInsight: Create a CentOS Data Science VM on Azure
After watching this video, you will be able to create a CentOS data science VM on Azure.
-
Virtual Machines & HDInsight: Create an Ubuntu Data Science VM on Azure
After watching this video, you will be able to create an Ubuntu data science VM on Azure.
-
Azure AI Gallery & Azure Machine Learning: Cortana Intelligence Competitions
After watching this video, you will be able to describe Cortana Intelligence Competitions.
-
Azure AI Gallery & Azure Machine Learning: Use Custom Modules from Azure AI Gallery
After watching this video, you will be able to use a custom module from Azure AI Gallery in a new or existing experiment in Azure Machine Learning Studio.
-
Virtual Machines & HDInsight: Create a Windows Data Science VM on Azure
After watching this video, you will be able to create a Windows data science VM on Azure.
-
Azure AI Gallery & Azure Machine Learning: Exercise: Use Azure AI Gallery
After watching this video, you will be able to use Azure AI Gallery.
-
Virtual Machines & HDInsight: Choose an Appropriate Cluster Type in HDInsight
After watching this video, you will be able to describe the types of clusters in HDInsight and determine how to choose the appropriate one.
-
Virtual Machines & HDInsight: Create a Geo AI Data Science VM on Azure
After watching this video, you will be able to create a Geo AI data science VM on Azure.
-
Virtual Machines & HDInsight: Create a Spark Cluster using HDInsight
After watching this video, you will be able to build and use Machine Learning models with Spark on HDInsight.
-
Virtual Machines & HDInsight: Exploratory Data Analysis with Spark SQL
After watching this video, you will be able to describe Exploratory Data Analysis (EDA) with Spark SQL.
-
Virtual Machines & HDInsight: Create a Deep Learning VM on Azure
After watching this video, you will be able to create a deep learning VM on Azure.
-
SQL Server & Azure Machine Learning: SQL Server VM
After watching this video, you will be able to describe SQL Server VM.
-
Virtual Machines & HDInsight: R Server Overview
After watching this video, you will be able to describe R Server on HDInsight.
-
Virtual Machines & HDInsight: Run MapReduce Jobs on HDInsight Clusters
After watching this video, you will be able to build and use Machine Learning models using MapReduce on HDInsight.
-
Virtual Machines & HDInsight: Exercise: Use HDInsight on Azure
After watching this video, you will be able to use HDInsight on Azure on Azure.
-
Virtual Machines & HDInsight: R Server on HDInsight
After watching this video, you will be able to build and use Machine Learning models using R Server on HDInsight.
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SQL Server & Azure Machine Learning: Enable SQL Server Machine Learning Services
After watching this video, you will be able to enable SQL Server Machine Learning Services in an Azure SQL Server 2017 VM.
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SQL Server & Azure Machine Learning: SQL Server Machine Learning Services
After watching this video, you will be able to describe SQL Server Machine Learning Services.
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SQL Server & Azure Machine Learning: SQL Server and R Security
After watching this video, you will be able to describe the security architecture used for SQL Server and R.
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SQL Server & Azure Machine Learning: R Interoperability
After watching this video, you will be able to describe R interoperability.
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SQL Server & Azure Machine Learning: Create a SQL Server VM with PowerShell
After watching this video, you will be able to create a SQL Server VM with PowerShell.
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SQL Server & Azure Machine Learning: Create a SQL Server VM in the Azure Portal
After watching this video, you will be able to create a SQL Server VM in the Azure portal.
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SQL Server & Azure Machine Learning: Prepare a Data Science VM for SQL and R
After watching this video, you will be able to prepare data in a SQL Server 2017 virtual machine for use with SQL and R.
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SQL Server & Azure Machine Learning: R Code in Transact-SQL
After watching this video, you will be able to use R code in Transact-SQL.
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SQL Server & Azure Machine Learning: Exercise: Use SQL Server R Services
After watching this video, you will be able to use SQL Server R Services.
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SQL Server & Azure Machine Learning: Summarize Data Using SQL and R
After watching this video, you will be able to install and use Microsoft R Client to summarize data using SQL and R.
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Hadoop Installation and Maintenance: Data Replication
After watching this video, you will be able to provide an overview of data replication.
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Hadoop Installation and Maintenance: File System Namespace
After watching this video, you will be able to describe the file system namespace.
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Hadoop Installation and Maintenance: Communication Protocols
After watching this video, you will be able to describe the various HDFS communication protocols.
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Hadoop Installation and Maintenance: Robustness
After watching this video, you will be able to list considerations relating to robustness.
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Hadoop Installation and Maintenance: HDFS Architecture
After watching this video, you will be able to provide an overview of the HDFS architecture and its main building blocks.
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Hadoop Installation and Maintenance: NameNode and DataNodes
After watching this video, you will be able to describe NameNode and DataNodes in HDFS.
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Hadoop Installation and Maintenance: HDFS Considerations
After watching this video, you will be able to list considerations for the HDFS architecture, such as hardware failure, large data sets, and the coherency model.
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Transforming Data in Azure Machine Learning Studio: Exercise: Performing Data Transformation
After watching this video, you will be able to transform data using Azure Machine Learning Studio.
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Using Algorithms in Azure Machine Learning Studio: Supervised Learning Algorithms
After watching this video, you will be able to describe supervised learning algorithms in Azure Machine Learning.
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Using Algorithms in Azure Machine Learning Studio: Azure Machine Learning Algorithms
After watching this video, you will be able to use the Microsoft Azure Machine Learning Algorithm Cheat Sheet .
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Using Algorithms in Azure Machine Learning Studio: Text Analytics
After watching this video, you will be able to create a text analytics model in Azure Machine Learning Studio.
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Using Algorithms in Azure Machine Learning Studio: Linear Regression
After watching this video, you will be able to create a linear regression experiment in Azure Machine Learning Studio.
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Using Algorithms in Azure Machine Learning Studio: Ensemble Classifier
After watching this video, you will be able to build an Ensemble Classifier in Azure Machine Learning Studio.
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Using Algorithms in Azure Machine Learning Studio: Reinforcement Learning Algorithms
After watching this video, you will be able to describe reinforcement learning algorithms in Azure Machine Learning.
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Using Algorithms in Azure Machine Learning Studio: Unsupervised Learning Algorithms
After watching this video, you will be able to describe unsupervised learning algorithms in Azure Machine Learning.
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Using Algorithms in Azure Machine Learning Studio: Data Clustering
After watching this video, you will be able to cluster labeled and unlabeled data in Azure Machine Learning Studio.
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Using Algorithms in Azure Machine Learning Studio: Algorithm Considerations
After watching this video, you will be able to describe the considerations when choosing an algorithm in Azure Machine Learning Studio.
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Optimize & Validate Models in Azure Machine Learning Studio: Split Data
After watching this video, you will be able to use the Split Data module to divide your dataset in Azure Machine Learning Studio.
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Using Algorithms in Azure Machine Learning Studio: Exercise: Algorithms for Azure Machine Learning
After watching this video, you will be able to choose algorithms for Azure Machine Learning.
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Optimize & Validate Models in Azure Machine Learning Studio: Stacking Method
After watching this video, you will be able to use the stacking method to build an ensemble in Azure Machine Learning Studio.
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Optimize & Validate Models in Azure Machine Learning Studio: Sample Data
After watching this video, you will be able to use the Partition and Sample module to sample or partition your dataset in Azure Machine Learning Studio.
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Optimize & Validate Models in Azure Machine Learning Studio: Evaluate Recommender
After watching this video, you will be able to use the Evaluate Recommender module to measure accuracy of predictions in Azure Machine Learning Studio.
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Optimize & Validate Models in Azure Machine Learning Studio: Cross Validate Model
After watching this video, you will be able to use the Cross Validate Model module to divide your data into partitions in Azure Machine Learning Studio.
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Optimize & Validate Models in Azure Machine Learning Studio: Optimize Hyperparameters
After watching this video, you will be able to describe hyperparameters and the two types of methods used in Azure Machine Learning Studio.
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Optimize & Validate Models in Azure Machine Learning Studio: Optimize Parameters
After watching this video, you will be able to identify the four steps to optimize parameters in Azure Machine Learning Studio.
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Optimize & Validate Models in Azure Machine Learning Studio: Evaluate Model
After watching this video, you will be able to use the Evaluate Model module to evaluate a trained model in Azure Machine Learning Studio.
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Optimize & Validate Models in Azure Machine Learning Studio: Parameter Sweep
After watching this video, you will be able to use the Tune Model Hyperparameters module to perform a parameter sweep in Azure Machine Learning Studio.
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Security Architecture and Engineering: Information System Security Capabilities
After watching this video, you will be able to compare security capabilities of various information systems.
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Security Architecture and Engineering: Security Control Selection
After watching this video, you will be able to select appropriate security controls based on systems security requirements.
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Security Architecture and Engineering: Exercise: Describing Security Engineering and Design
After watching this video, you will be able to describe security engineering and design.
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Security Architecture and Engineering: Vulnerability Mitigation in Security Design
After watching this video, you will be able to mitigate vulnerabilities in security architectures and designs.
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Security Architecture and Engineering: Fundamental Concepts of Security Models
After watching this video, you will be able to compare various security models.
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Security Architecture and Engineering: Secure Design Principles in Engineering Processes
After watching this video, you will be able to describe engineering processes using secure design principles.
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Vulnerability Assessment & Mitigation: Web-based System Vulnerabilities
After watching this video, you will be able to assess vulnerabilities in web-based systems.
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Vulnerability Assessment & Mitigation: Vulnerability Mitigation for Web-based Systems
After watching this video, you will be able to reduce security vulnerabilities in various web-based systems.
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Vulnerability Assessment & Mitigation: Common Attacks on Web-based Systems
After watching this video, you will be able to describe common web-based attacks.
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Vulnerability Assessment & Mitigation: Vulnerability Mitigation for Embedded Devices
After watching this video, you will be able to reduce various embedded device vulnerabilities.
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Vulnerability Assessment & Mitigation: Common Threats to Embedded Devices
After watching this video, you will be able to describe and compare common threats to embedded devices.
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Vulnerability Assessment & Mitigation: Exercise: Describing Vulnerability Mitigation
After watching this video, you will be able to describe how to assess and mitigate systems vulnerabilities.
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Vulnerability Assessment & Mitigation: Mobility Security and Privacy Concerns
After watching this video, you will be able to describe issues related to mobile security and privacy.
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Vulnerability Assessment & Mitigation: Enterprise Mobility Management
After watching this video, you will be able to define enterprise mobility management.
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Vulnerability Assessment & Mitigation: Embedded Device Vulnerabilities
After watching this video, you will be able to assess vulnerabilities in embedded devices.
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Vulnerability Assessment & Mitigation: Vulnerability Mitigation for Mobile Systems
After watching this video, you will be able to reduce security vulnerabilities in mobile systems.
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Security Assessment & Testing: Provisioning and Protecting Resources
After watching this video, you will be able to describe resource provisioning and protection.
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Security Assessment & Testing: Supporting Investigations
After watching this video, you will be able to specify steps that can be taken to support investigations.
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Security Assessment & Testing: Testing Security Controls and Processes
After watching this video, you will be able to implement various tests of security controls and processes.
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Security Assessment & Testing: Performing Logging and Monitoring Operations
After watching this video, you will be able to conduct logging and monitoring operations.
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Security Operations: Information Life Cycle
After watching this video, you will be able to 6.5 Conduct or facilitate security audits.
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Security Operations: Security Principles for Operations
After watching this video, you will be able to recall various operations security principles.
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Security Assessment & Testing: Performing Security Audits
After watching this video, you will be able to conduct security audits.
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Security Assessment & Testing: Implementing Audit Strategies
After watching this video, you will be able to design and validate audit strategies.
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Security Assessment & Testing: Exercise: Assessing and Testing Security
After watching this video, you will be able to describe how to effectively assess and test security.
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Security Assessment & Testing: Analyzing Test Output
After watching this video, you will be able to analyze test output and generate reports.
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Security Operations: Configuration Management
After watching this video, you will be able to manage configurations and changes.
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Security Operations: Asset Management
After watching this video, you will be able to specify asset management controls.
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Security Operations: Legal Issues
After watching this video, you will be able to describe security-related legal considerations.
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Security Operations: Privileged Account Management
After watching this video, you will be able to define and manage privileged accounts.
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Security Operations: Asset Inventory
After watching this video, you will be able to identify asset inventory measures.
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Security Operations: Exercise: Describing Operations Security Management
After watching this video, you will be able to list key elements of security management of operations.
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Security Operations: Service Level Agreements
After watching this video, you will be able to define SLAs.
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Identity and Access Management (IAM): Exercise: Describing IAM
After watching this video, you will be able to describe identity and access management.
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Identity and Access Management (IAM): Federated Services
After watching this video, you will be able to describe various federated services.
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Site & Facility Security Controls: Server Rooms and Data Centers
After watching this video, you will be able to identify security controls for server rooms and data centers.
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Site & Facility Security Controls: Wiring Closets and Intermediate Distribution Areas
After watching this video, you will be able to describe wiring closets and intermediate distribution.
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Identity and Access Management (IAM): Access Control Models
After watching this video, you will be able to describe various access control models.
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Identity and Access Management (IAM): Access Review and Provisioning
After watching this video, you will be able to describe access review and provisioning.
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Identity and Access Management (IAM): Identity Management Implementation
After watching this video, you will be able to recall how to implement identity management.
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Site & Facility Security Controls: Evidence Storage
After watching this video, you will be able to recall evidence storage techniques and practices.
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Site & Facility Security Controls: Media Storage Facilities
After watching this video, you will be able to define media storage facilities.
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Site & Facility Security Controls: Restricted and Work Area Security
After watching this video, you will be able to recognize restricted work area security.
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Site & Facility Security Controls: Environmental Issues
After watching this video, you will be able to describe environmental controls.
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Site & Facility Security Controls: Utilities and HVAC
After watching this video, you will be able to describe how to protect utilities and HVAC.
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Site & Facility Security Controls: Exercise: Describing Facility Management Controls
After watching this video, you will be able to describe various controls for managing facilities.
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Site & Facility Security Controls: Fire Prevention, Detection, and Suppression
After watching this video, you will be able to recall techniques for fire prevention, detection, and suppression.
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Identity and Access Management (IAM): Authorization Mechanism Implementation
After watching this video, you will be able to implement and manage authorization mechanisms.
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Cryptographic Client-based Systems: Integrity and Cryptographic Hashing
After watching this video, you will be able to define integrity and hashing in relation to cryptography.
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Cryptographic Client-based Systems: Cryptographic Methods
After watching this video, you will be able to describe various cryptographic methods and techniques.
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Cryptographic Client-based Systems: Overview of Cryptology and Cryptographic Systems
After watching this video, you will be able to describe cryptology and cryptographic systems.
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Cryptographic Client-based Systems: Cryptographic Life Cycle
After watching this video, you will be able to compare phases of the cryptographic life cycle.
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Cryptographic Client-based Systems: Cryptanalytic Attacks
After watching this video, you will be able to identify cryptanalytic attacks.
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Cryptographic Client-based Systems: Digital Signatures
After watching this video, you will be able to define digital signatures.
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Communication & Network Security: Secure Network Components
After watching this video, you will be able to describe security for network components.
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Communication & Network Security: Secure Design Principles for Networks
After watching this video, you will be able to identify secure design principles for networking.
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Communication & Network Security: Multilayer and Converged Protocols
After watching this video, you will be able to compare multilayer and converged protocols.
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Communication & Network Security: OSI TCP/IP Models
After watching this video, you will be able to define OSI TCP/IP models.
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Cryptographic Client-based Systems: Key Management Practices
After watching this video, you will be able to recall various key management practices.
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Cryptographic Client-based Systems: Public Key Infrastructure (PKI)
After watching this video, you will be able to describe the use and function of public key infrastructure.
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Cryptographic Client-based Systems: Exercise: Describing Cryptographic Techniques
After watching this video, you will be able to describe cryptographic techniques.
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Cryptographic Client-based Systems: Digital Rights Management (DRM)
After watching this video, you will be able to describe key aspects of digital rights management.
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Communication & Network Security: NAC and Endpoint Security
After watching this video, you will be able to describe NAC and endpoint security.
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Communication & Network Security: Transmission Medium
After watching this video, you will be able to define transmission medium.
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Communication & Network Security: Content-distribution Networks
After watching this video, you will be able to identify content-distribution networks.
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Identity and Access Management (IAM): Asset Access Control
After watching this video, you will be able to control physical and logical asset access.
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Communication & Network Security: Exercise: Describing Security for Networks
After watching this video, you will be able to describe key aspects of security for networks.
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Identity and Access Management (IAM): Identity Integration
After watching this video, you will be able to integrate identity as a third-party service.
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Identity and Access Management (IAM): Entity Identification and Authentication
After watching this video, you will be able to manage the identification and authentication of entities.
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Communication & Network Security: Wireless Networking
After watching this video, you will be able to identify types of wireless network.
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Communication & Network Security: Unified Communications
After watching this video, you will be able to compare various types of unified communications.
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Communication & Network Security: Virtualized Network Security
After watching this video, you will be able to secure virtualized networks.
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Communication & Network Security: Remote Access Technology
After watching this video, you will be able to describe remote access technology.
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SAS Programming Essentials: Printing a Data Set
After watching this video, you will be able to use the CONTENTS procedure to view a data set descriptor, and the PRINT procedure to display the data.
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SAS Programming Essentials: Data Set Descriptors
After watching this video, you will be able to describe the components of a SAS data set.
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SAS Programming Essentials: Running an SAS Program
After watching this video, you will be able to create and run a simple SAS program in one of the SAS environments.
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SAS Programming Essentials: Working with Libraries
After watching this video, you will be able to work with libraries in SAS Studio.
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SAS Programming Essentials: Working with Tasks
After watching this video, you will be able to work with tasks in SAS Studio.
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SAS Programming Essentials: Creating a Data Set from a Delimited File
After watching this video, you will be able to create a data set from a delimited raw data file using the DATA step in SAS.
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SAS Programming Essentials: Using the EXPORT Wizard with Excel
After watching this video, you will be able to use the EXPORT wizard to write to an Excel Sheet in SAS.
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SAS Programming Essentials: Using the IMPORT wizard with Excel
After watching this video, you will be able to use the IMPORT wizard to import data from an Excel sheet in SAS.
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SAS Programming Essentials: Using the List Input DSD Option
After watching this video, you will be able to read consecutive delimiters as missing values using the DSD option in SAS.
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SAS Programming Essentials: Processing Nonstandard Data in the DATA Step
After watching this video, you will be able to use additional SAS statements to process nonstandard data in the DATA step.
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SAS Programming Essentials: Reading Nonstandard Data with Informats
After watching this video, you will be able to read nonstandard data in SAS using informats.
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SAS Programming Essentials: Using the LENGTH Statement
After watching this video, you will be able to use the LENGTH statement to define the length of a variable in SAS.
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SAS Programming Essentials: Using the ODS to Create an Excel Sheet
After watching this video, you will be able to use the ODS to create an Excel sheet in SAS.
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SAS Programming Essentials: Using the PROC step to Create an Excel Sheet
After watching this video, you will be able to use the PROC step to create an Excel sheet in SAS.
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SAS Programming Essentials: Reading from an Excel Sheet
After watching this video, you will be able to read from an Excel sheet using the libname statement.
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SAS Programming Essentials: Creating a Data Set from an Excel Sheet
After watching this video, you will be able to create a data set from an Excel sheet using the PROC step in SAS.
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SAS Programming Essentials: Using the SET Statement for Data Step Processing
After watching this video, you will be able to use the SET statement to read observations from a SAS data set.
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SAS Programming Essentials: Using the DATA Statement to Create a Data Step
After watching this video, you will be able to use the DATA statement to begin a data step in SAS.
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SAS Programming Essentials: Adding Formats Using the FORMAT Statement
After watching this video, you will be able to use the FORMAT statement to add formats to the descriptor portion of a SAS data set.
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SAS Programming Essentials: Adding Labels Using the LABEL Statement
After watching this video, you will be able to use the LABEL statement to add labels to the descriptor portion of a SAS data set.
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SAS Programming Essentials: Using the DROP and KEEP Statements
After watching this video, you will be able to use the DROP and KEEP statements to specify variables for omission or retention in a SAS data set.
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SAS Programming Essentials: Using the WHERE Statement to Subset Observations
After watching this video, you will be able to use the WHERE statement with conditionals to subset an observation in SAS.
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SAS Programming Essentials: Connecting to a Relational Database Source
After watching this video, you will be able to reference a relational database table using a SAS two-level name.
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SAS Programming Essentials: Assigning a Libref to a Relational Database
After watching this video, you will be able to use the LIBNAME statement to assign a library reference name to a relational database in SAS.
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SAS Programming Essentials: Using Data Libraries
After watching this video, you will be able to browse a SAS library using the SAS Explorer and the CONTENTS procedure.
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SAS Programming Essentials: Data Library Overview
After watching this video, you will be able to describe SAS libraries, including temporary and permanent libraries.
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SAS Programming Essentials: SAS Data Sources
After watching this video, you will be able to describe different scenarios for reading from a data source in SAS.
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SAS Programming Essentials: Using IF and WHERE to Subset Observations
After watching this video, you will be able to use the subsetting IF statement and the WHERE statement to subset observations in SAS.
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SAS Programming Essentials: Using the ELSE Statement in a Conditional
After watching this video, you will be able to use the ELSE statement to execute alternative actions in an IF-THEN statement in SAS.
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SAS Programming Essentials: Executing Statements Conditionally
After watching this video, you will be able to use the IF-THEN statement and the IF-THEN DO statement to execute statements conditionally in SAS.
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SAS Programming Essentials: Creating Values using Operators and SAS Functions
After watching this video, you will be able to use operators, including SAS functions, to create data values.
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SAS Programming Essentials: Using the FORCE option to an APPEND Procedure
After watching this video, you will be able to use the FORCE option with the APPEND procedure to append one SAS data set to another SAS data set.
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SAS Programming Essentials: Using APPEND to Combine Data Sets
After watching this video, you will be able to use the APPEND procedure to append a SAS data set to another SAS data set.
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SAS Programming Essentials: Combining SAS Data Sets
After watching this video, you will be able to describe the methods for combining data sets in SAS.
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SAS Programming Essentials: Using IF-THEN DELETE to Subset Observations
After watching this video, you will be able to use the IF-THEN DELETE statement to subset observations in SAS.
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SAS Programming Essentials: Creating Variables with DATA Step Assignments
After watching this video, you will be able to use the assignment statement in the DATA step to create variables in SAS.
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SAS Programming Essentials: Cleaning Data Using Conditionals in the DATA Step
After watching this video, you will be able to use IF-THEN and ELSE statements in the DATA step to clean data in SAS.
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SAS Programming Essentials: Cleaning Data Using Assignment Statements
After watching this video, you will be able to use assignment statements in the DATA step to clean data in SAS.
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SAS Programming Essentials: Validating Data Using PRINT and WHERE
After watching this video, you will be able to use the PRINT procedure with the WHERE statement to validate data in SAS.
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SAS Programming Essentials: Handling Data Errors
After watching this video, you will be able to use conditionals to handle data errors in SAS.
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SAS Programming Essentials: Examining Data Errors
After watching this video, you will be able to use the SAS log to examine data errors.
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SAS Programming Essentials: Validating and Cleaning Data
After watching this video, you will be able to describe procedures and techniques for validating and cleaning data in SAS.
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SAS Programming Essentials: Cleaning Data Using the Viewtable Window
After watching this video, you will be able to use the Viewtable window to clean data in SAS.
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SAS Programming Essentials: Validating Data Using UNIVARIATE and VAR
After watching this video, you will be able to use the UNIVARIATE procedure with the VAR statement to validate data in SAS.
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SAS Programming Essentials: Validating Data Using MEANS and VAR
After watching this video, you will be able to use the MEANS procedure with the VAR statement to validate data in SAS.
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SAS Programming Essentials: Validating Data Using FREQ and TABLES
After watching this video, you will be able to use the FREQ procedure with the TABLES statement to validate data in SAS.
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SAS Programming Essentials: Data Errors in Raw Data
After watching this video, you will be able to define types of errors in raw data files in SAS.
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SAS Programming Essentials: Reading Data
After watching this video, you will be able to read data from a variety of sources in SAS.
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SAS Programming Essentials: Using the MISSOVER Option
After watching this video, you will be able to recognize missing data at the end of a record with the MISSOVER option.
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Consume Models & APIs Using Azure Machine Learning Studio: Recommendations Solution Template
After watching this video, you will be able to use the Recommendations Solution template to create product recommendations.
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Consume Models & APIs Using Azure Machine Learning Studio: Consume Language APIs
After watching this video, you will be able to use the Language API to process text.
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Importing and Exporting in Azure Machine Learning Studio: Importing from Azure Blob Storage
After watching this video, you will be able to import data from Azure Blob storage using the Import Data module in Azure Machine Learning Studio.
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Consume Models & APIs Using Azure Machine Learning Studio: Exercise: Consuming a Web Service
After watching this video, you will be able to consume an Azure Machine Learning web service.
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Importing and Exporting in Azure Machine Learning Studio: Importing from Azure Table
After watching this video, you will be able to recall how to import data from Azure tables using Azure Machine Learning Studio's Import Data module.
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Importing and Exporting in Azure Machine Learning Studio: Importing from a Web Site with HTTP
After watching this video, you will be able to import data from a web site using the Import Data module in Azure Machine Learning Studio.
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Importing and Exporting in Azure Machine Learning Studio: Exporting to Azure SQL Database
After watching this video, you will be able to work with Azure Machine Learning Studio's Export Data module to export data to Azure SQL Database.
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Importing and Exporting in Azure Machine Learning Studio: Exporting to Azure Blob Storage
After watching this video, you will be able to export data to Azure Blob storage with the Export Data module of Azure Machine Learning Studio.
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Importing and Exporting in Azure Machine Learning Studio: Importing from Azure SQL Database
After watching this video, you will be able to use the Import Data module in Azure Machine Learning Studio to import data from Azure SQL Database.
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Importing and Exporting in Azure Machine Learning Studio: Importing from Hive Queries
After watching this video, you will be able to import data from Hive Queries with Azure Machine Learning Studio's Import Data module.
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Importing and Exporting in Azure Machine Learning Studio: Importing Data from On-premises SQL Server Database
After watching this video, you will be able to work with Azure Machine Learning Studio's Import Data module to import data from an on-premises SQL Server database.
-
Importing and Exporting in Azure Machine Learning Studio: Exporting Intermediate Data to a Dataset
After watching this video, you will be able to describe how to export data from an experiment to a saved dataset.
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Importing and Exporting in Azure Machine Learning Studio: Exporting via Hive Queries
After watching this video, you will be able to export data via Hive Queries using Azure Machine Learning Studio's Export Data module.
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Importing and Exporting in Azure Machine Learning Studio: Exercise: Importing and Exporting Data
After watching this video, you will be able to import and export data using Azure Machine Learning Studio.
-
Summarize Data with Azure Machine Learning Studio: Test Hypothesis Using t-Test Module
After watching this video, you will be able to use the Test Hypothesis Using t-Test module to compare groups of data.
-
Summarize Data with Azure Machine Learning Studio: Pearson's R test
After watching this video, you will be able to use the Compute Linear Correlation module to measure the relationship between two variables.
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Summarize Data with Azure Machine Learning Studio: Python Notebooks
After watching this video, you will be able to use existing Python notebooks in Azure Machine Learning Studio.
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Summarize Data with Azure Machine Learning Studio: Microsoft R
After watching this video, you will be able to use existing Microsoft R in Azure Machine Learning Studio.
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Summarize Data with Azure Machine Learning Studio: Compute Elementary Statistics
After watching this video, you will be able to use the Compute Elementary Statistics module to generate a summary report of your dataset.
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Summarize Data with Azure Machine Learning Studio: Summarize Data Module
After watching this video, you will be able to use the Summarize Data module to measure your dataset.
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Summarize Data with Azure Machine Learning Studio: Binning and Grouping
After watching this video, you will be able to use the Group Data into Bins module to bin and group data.
-
Summarize Data with Azure Machine Learning Studio: Group Categorical Values
After watching this video, you will be able to use Group Categorical Values module to group multiple values into new levels.
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Summarize Data with Azure Machine Learning Studio: External Packages for Python
After watching this video, you will be able to use the Execute Python Script module in Azure Machine Learning Studio.
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Summarize Data with Azure Machine Learning Studio: Import External R Packages
After watching this video, you will be able to use the Execute R Script module in Azure Machine Learning Studio to install external R packages.
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Summarize Data with Azure Machine Learning Studio: Exercise: Summarize and Group Data
After watching this video, you will be able to summarize and group data in Azure Machine Learning Studio.
-
Data Cleanup with Azure Machine Learning Studio: Synthetic Minority Oversampling Technique (SMOTE)
After watching this video, you will be able to use the SMOTE module of Azure Machine Learning Studio to increase the number of cases in your dataset.
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Data Cleanup with Azure Machine Learning Studio: Duplicate Data
After watching this video, you will be able to use the Remove Duplicate Rows module of Azure Machine Learning Studio to remove duplicates from your dataset.
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Data Cleanup with Azure Machine Learning Studio: Grouping Data
After watching this video, you will be able to use the Group Data into Bins module of Azure Machine Learning Studio to change the distribution of continuous data.
-
Data Cleanup with Azure Machine Learning Studio: Clip Values
After watching this video, you will be able to use the Clip Values module of Azure Machine Learning Studio to detect outliers and rescale numeric data.
-
Data Cleanup with Azure Machine Learning Studio: Counts and Features
After watching this video, you will be able to use the count modules of Azure Machine Learning Studio to summarize the important information in your data set.
-
Data Cleanup with Azure Machine Learning Studio: Applying Filters
After watching this video, you will be able to use the filter modules of Azure Machine Learning Studio to transform your data.
-
Data Cleanup with Azure Machine Learning Studio: Missing Data
After watching this video, you will be able to use the Clean Missing Data module of Azure Machine Learning Studio to remove or replace missing values.
-
Data Cleanup with Azure Machine Learning Studio: SQL Transformations
After watching this video, you will be able to use the Apply SQL Transformation module of Azure Machine Learning Studio to specify a SQL query on your input dataset.
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Data Cleanup with Azure Machine Learning Studio: Normalization
After watching this video, you will be able to use the Normalize Data module of Azure Machine Learning Studio to transform a dataset.
-
Big Data Ops: Test Big Data
After watching this video, you will be able to describe important characteristics of big data testing.
-
Big Data Ops: Prevention and Preserving
After watching this video, you will be able to recognize the various ways to keep data clean, maintained and secure.
-
Big Data Ops: Data Leakage
After watching this video, you will be able to describe data leakage and ways to prevent it.
-
Transforming Data in Azure Machine Learning Studio: Merge datasets
After watching this video, you will be able to use the Join Data module in Azure Machine Learning Studio to merge two datasets.
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Data Cleanup with Azure Machine Learning Studio: Exercise: Clean Datasets for Learning
After watching this video, you will be able to apply cleanup modules to your datasets in Azure Machine Learning Studio.
-
Transforming Data in Azure Machine Learning Studio: Create Features
After watching this video, you will be able to create features from your data in Azure Machine Learning Studio.
-
Transforming Data in Azure Machine Learning Studio: Indicator Values
After watching this video, you will be able to use the Convert to Indicator Values module in Azure Machine Learning Studio to convert into binary indicator columns.
-
Transforming Data in Azure Machine Learning Studio: Principal Component Analysis (PCA)
After watching this video, you will be able to use the Principal Component Analysis module in Azure Machine Learning Studio to reduce the dimensionality of your data.
-
Transforming Data in Azure Machine Learning Studio: Feature Selection
After watching this video, you will be able to add feature selection to your experiment in Azure Machine Learning Studio.
-
Transforming Data in Azure Machine Learning Studio: Adding Rows
After watching this video, you will be able to use the Add Rows module in Azure Machine Learning Studio to concatenate datasets.
-
Transforming Data in Azure Machine Learning Studio: Adding Columns
After watching this video, you will be able to use the Add Columns module in Azure Machine Learning Studio to concatenate datasets.
-
Transforming Data in Azure Machine Learning Studio: Metadata
After watching this video, you will be able to use the Edit Metadata module in Azure Machine Learning Studio to change the metadata in a dataset.
-
Transforming Data in Azure Machine Learning Studio: Subset of Columns
After watching this video, you will be able to use the Select Columns in Dataset module in Azure Machine Learning Studio to choose a subset of columns within your dataset.
-
Introduction to Azure Machine Learning: What Is Machine Learning?
After watching this video, you will be able to describe Machine Learning in the Microsoft Azure cloud platform.
-
Introduction to Azure Machine Learning: Comparing Azure Machine Learning Studio Algorithms
After watching this video, you will be able to describe the four popular families of algorithms in Azure Machine Learning Studio.
-
Introduction to Azure Machine Learning: What Is Azure Machine Learning Studio?
After watching this video, you will be able to use Azure Machine Learning Studio and identify its capabilities.
-
Introduction to Azure Machine Learning: Preparing Data
After watching this video, you will be able to add the Select Columns in Dataset module to specify which columns you want to include in your model.
-
Introduction to Azure Machine Learning: Getting Data
After watching this video, you will be able to add a sample dataset that's included in your workspace.
-
Introduction to Azure Machine Learning: Defining Features
After watching this video, you will be able to connect the Clean Missing Data module to the Select Columns in Dataset module.
-
Introduction to Azure Machine Learning: Managing a Workspace
After watching this video, you will be able to manage your workspace in the Azure portal by inviting users and switching between workspaces.
-
Introduction to Azure Machine Learning: Creating a Workspace
After watching this video, you will be able to create an Azure Machine Learning Studio workspace.
-
Introduction to Azure Machine Learning: Creating a Jupyter Notebook
After watching this video, you will be able to create a Jupyter notebook.
-
Introduction to Azure Machine Learning: Working with Azure Resource Manager (ARM)
After watching this video, you will be able to use an Azure Resource Manager (ARM) deployment template to deploy a workspace.
-
Introduction to Azure Machine Learning: Scoring and Evaluating
After watching this video, you will be able to use the Score Model and Evaluate Model modules to determine how well your model functions.
-
Introduction to Azure Machine Learning: Splitting Data and Applying ML Algorithms
After watching this video, you will be able to split the data for ML training, testing, and evaluation, and apply a learning algorithm to your model.
-
Introduction to Azure Machine Learning: Exercise: Creating an Experiment
After watching this video, you will be able to create an experiment in Azure Machine Learning Studio.
-
Introduction to Azure Machine Learning: Using the R Programming Language
After watching this video, you will be able to work with the R programming language within Azure Machine Learning Studio.
-
Deploying Models with Azure Machine Learning Studio: Using Import and Export Modules
After watching this video, you will be able to create a predictive experiment using import and export modules.
-
Deploying Models with Azure Machine Learning Studio: Testing a Web Service
After watching this video, you will be able to test your web service in both Azure Machine Learning Studio and the Azure Machine Learning Web Service Management portal.
-
Deploying Models with Azure Machine Learning Studio: Converting to a Predictive Experiment
After watching this video, you will be able to convert your training experiment into a predictive experiment.
-
Deploying Models with Azure Machine Learning Studio: Preparing an Experiment for Deployment
After watching this video, you will be able to prepare and streamline an experiment in preparation for deployment as a predictive analytic solution.
-
Deploying Models with Azure Machine Learning Studio: Deploying a New Web Service
After watching this video, you will be able to deploy an experiment as a New web service.
-
Deploying Models with Azure Machine Learning Studio: Deploying a Classic Web Service
After watching this video, you will be able to deploy your experiment as a Classic web service.
-
Deploying Models with Azure Machine Learning Studio: Using Language Understanding Intelligent Service
After watching this video, you will be able to create and publish a language understanding model using Language Understanding Intelligent Service (LUIS).
-
Deploying Models with Azure Machine Learning Studio: Using Train Matchbox Recommender
After watching this video, you will be able to use the Train Matchbox Recommender to train a recommendation module.
-
Consume Models & APIs Using Azure Machine Learning Studio: Authorization Key
After watching this video, you will be able to obtain an Azure Machine Learning authorization key.
-
Deploying Models with Azure Machine Learning Studio: Exercise: Deploying a Web Service
After watching this video, you will be able to deploy an Azure Machine Learning web service.
-
Deploying Models with Azure Machine Learning Studio: Deploying Web Services with Web Service Parameters
After watching this video, you will be able to deploy a web service using Web Service Parameters in Azure Machine Learning Studio.
-
Consume Models & APIs Using Azure Machine Learning Studio: Excel Add-in for Web Service
After watching this video, you will be able to use the Excel add-in for your Azure Machine Learning web service.
-
Consume Models & APIs Using Azure Machine Learning Studio: Request-Response Service (RRS)
After watching this video, you will be able to use a Request-Response Service (RRS) to consume a published Azure Machine Learning model.
-
Consume Models & APIs Using Azure Machine Learning Studio: Web Service Connection
After watching this video, you will be able to connect to a web service in Azure Machine Learning Studio.
-
Consume Models & APIs Using Azure Machine Learning Studio: Web Services from Excel
After watching this video, you will be able to call a web service from Excel.
-
Consume Models & APIs Using Azure Machine Learning Studio: Batch Execution Service
After watching this video, you will be able to use a Batch Execution Service to consume a published Azure Machine Learning model.
-
Consume Models & APIs Using Azure Machine Learning Studio: Batch Execution Service Web App Templates
After watching this video, you will be able to use a Batch Execution Service template to consume a web service.
-
Consume Models & APIs Using Azure Machine Learning Studio: Request-Response Service Web App Templates
After watching this video, you will be able to use a Request-Response Service template to consume a web service.
-
Consume Models & APIs Using Azure Machine Learning Studio: Computer Vision APIs
After watching this video, you will be able to call the Computer Vision API to analyze an image and retrieve metadata.
-
Consume Models & APIs Using Azure Machine Learning Studio: Publishing to Azure AI Gallery
After watching this video, you will be able to publish your Azure Machine Learning Model to the Azure AI Gallery.
-
Consume Models & APIs Using Azure Machine Learning Studio: REST APIs
After watching this video, you will be able to describe Azure Machine Learning Studio REST APIs.
-
Consume Models & APIs Using Azure Machine Learning Studio: Azure API Management
After watching this video, you will be able to describe Azure API Management.
-
SAS Programming Essentials: SAS Studio Results Tab
After watching this video, you will be able to work with autocomplete in SAS Studio.
-
SAS Programming Essentials: SAS Studio Results Tab
After watching this video, you will be able to use the SAS Studio Results Tab.
-
SAS Programming Essentials: SAS Studio Log Tab
After watching this video, you will be able to use the SAS Studio Log Tab.
-
SAS Programming Essentials: SAS Studio Code Tab
After watching this video, you will be able to use the SAS Studio Code Tab.
-
SAS Programming Essentials: Introducing SAS Programs
After watching this video, you will be able to create a simple SAS program.
-
SAS Programming Essentials: SAS Interfaces
After watching this video, you will be able to list the attributes of the three main interfaces to SAS – SAS Studio, SAS Enterprise Guide, and SAS Windowing Environment.
-
SAS Programming Essentials: SAS Studio Navigation Pane
After watching this video, you will be able to use the SAS Studio navigation pane.
-
SAS Programming Essentials: SAS Studio Interface Elements
After watching this video, you will be able to list SAS Studio interface elements.
-
SAS Programming Essentials: SAS Studio Overview
After watching this video, you will be able to list the characteristics of the SAS Studio environment.
-
SAS Programming Essentials: Submitting a Program
After watching this video, you will be able to run a simple SAS program.
-
SAS Programming Essentials: SAS Environments
After watching this video, you will be able to describe the various SAS environments used for SAS programming.
-
SAS Programming Essentials: SAS Overview
After watching this video, you will be able to describe the purpose of SAS programming.
-
SAS Programming Essentials: Obtaining and Installing a SAS environment
After watching this video, you will be able to describe ways in which a SAS environment is obtained.
-
SAS Programming Essentials: Using a DO Loop to Reduce Redundant Code
After watching this video, you will be able to reduce redundant code in a SAS program by creating a DO loop.
-
SAS Programming Essentials: Nesting DO Loops
After watching this video, you will be able to create a nested DO loop in SAS.
-
SAS Programming Essentials: Do UNTIL Loops
After watching this video, you will be able to create a DO UNTIL loop in SAS.
-
SAS Programming Essentials: DO WHILE Loops
After watching this video, you will be able to create a DO WHILE loop in SAS.
-
SAS Programming Essentials: Debugging with PUTLOG
After watching this video, you will be able to debug SAS programs using the PUTLOG statement.
-
SAS Programming Essentials: Converting Values Between Data Types
After watching this video, you will be able to convert between SAS data types using INPUT and PUT functions.
-
SAS Programming Essentials: Truncating Numeric Values
After watching this video, you will be able to truncate numerical SAS values by using the ROUND, INT, FLOOR, and CEIL functions.
-
SAS Programming Essentials: Using Descriptive Statistics Functions
After watching this video, you will be able to use descriptive SAS statistical functions, such as SUM, MIN, MAX and MEAN.
-
SAS Programming Essentials: Creating a Simple DO Loop
After watching this video, you will be able to create a simple DO loop in SAS.
-
SAS Programming Essentials: Manipulating Data
After watching this video, you will be able to create a program that manipulates input data.
-
SAS Programming Essentials: Debugging logic errors
After watching this video, you will be able to debug logic errors in SAS programs.
-
SAS Programming Essentials: Finding and Modifying Character Values
After watching this video, you will be able to use SAS functions to find and modify character values, including FIND, SUBSTR, COMPRESS and TRANWRD.
-
SAS Programming Essentials: Separating and Concatenating Character Values
After watching this video, you will be able to use SAS functions to separate and concatenate character values, including TRIM, STRIP, SCAN, CAT, CATT, CATS, CATX, and ||.
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SAS Programming Essentials: Extracting and Transforming Character Values
After watching this video, you will be able to use SAS functions to extract and transform character values, including SUBSTR, LEFT, RIGHT, CHAR, PROPCASE and LENGTH.
-
SAS Programming Essentials: Processing an Array & Merging Data Sets
After watching this video, you will be able to create and process an array and merge data sets in SAS.
-
SAS Programming Essentials: Querying with PROC SQL
After watching this video, you will be able to use PROC SQL to query a table in SAS.
-
SAS Programming Essentials: PROC SQL Overview
After watching this video, you will be able to describe PROC SQL and use it to connect to a data set.
-
SAS Programming Essentials: Match-Merging Data Sets with Same-named Variables
After watching this video, you will be able to use RENAME to match-merge data sets with same-named variables.
-
SAS Programming Essentials: Match-Merging a SAS Data Set and an Excel Workbook
After watching this video, you will be able to use SAS/ACCESS LIBNAME to match-merge a SAS data set with an Excel workbook.
-
SAS Programming Essentials: Joining Tables with PROC SQL
After watching this video, you will be able to use PROC SQL to join tables in SAS.
-
SAS Programming Essentials: Using the TRANSPOSE Procedure to Manipulate Data
After watching this video, you will be able to use the TRANSPOSE procedure to manipulate data sets in SAS.
-
SAS Programming Essentials: Match-Merging Data Sets That Lack a Common Variable
After watching this video, you will be able to merge data sets with no common variable by using a series of separate DATA steps.
-
SAS Programming Essentials: Manipulations with a Match-Merge
After watching this video, you will be able to control a match-merge with OUTPUT, DROP, KEEP, FIRST and LAST.
-
SAS Programming Essentials: Match-Merging SAS Data Sets
After watching this video, you will be able to perform a match-merge on SAS data sets.
-
SAS Programming Essentials: Rotating a Data Set with the TRANSPOSE
After watching this video, you will be able to use the TRANSPOSE procedure to rotate data sets in SAS.
-
SAS Programming Essentials: Using SAS Arrays to Create Variables
After watching this video, you will be able to create variables in an array in SAS.
-
SAS Programming Essentials: Processing a SAS Array
After watching this video, you will be able to process all the elements of an array in a SAS program.
-
SAS Programming Essentials: Creating a SAS Array
After watching this video, you will be able to create an array in SAS.
-
SAS Programming Essentials: SAS Array Overview
After watching this video, you will be able to describe the characteristics of arrays in SAS.
-
SAS Programming Essentials: Assigning Initial Values to an Array
After watching this video, you will be able to assign initial values in an ARRAY statement in SAS.
-
SAS Programming Essentials: Using SAS Arrays to Perform Calculations
After watching this video, you will be able to perform calculations using arrays and the keyword OF in SAS.
-
SAS Programming Essentials: Creating Summary Tables with the SUMMARY Procedure
After watching this video, you will be able to use the SUMMARY procedure to create summaries in SAS.
-
SAS Programming Essentials: Creating Summary Tables with the MEANS Procedure
After watching this video, you will be able to use the MEANS procedure to create summary statistics and multilevel summaries in SAS.
-
SAS Programming Essentials: Creating Enhanced Frequency Tables
After watching this video, you will be able to use various options to enhance frequency tables in SAS.
-
SAS Programming Essentials: Creating Frequency Tables with the FREQ Procedure
After watching this video, you will be able to use the FREQ procedure to create one-way and two-way frequency tables in SAS.
-
SAS Programming Essentials: Creating Output Data Sets Using the OUT= Option
After watching this video, you will be able to use the OUT= option in the TABULATE procedure to produce output data sets.
-
SAS Programming Essentials: Creating Tabular Reports with the TABULATE Procedure
After watching this video, you will be able to use the TABULATE procedure to create one-dimensional, two-dimensional, and three-dimensional tabular reports.
-
SAS Programming Essentials: Creating Enhanced Summary Tables
After watching this video, you will be able to use various options to enhance summary tables in SAS.
-
SAS Programming Essentials: Specifying Styles in an ODS Statement
After watching this video, you will be able to specify a style definition using a STYLE= option in the ODS destination statement in SAS.
-
SAS Programming Essentials: Directing Output Using ODS Statements
After watching this video, you will be able to use ODS statements to direct output to various ODS destinations.
-
SAS Programming Essentials: Subsetting and Grouping Reports Using WHERE and BY
After watching this video, you will be able to use the WHERE and BY statements to subset and group a report.
-
SAS Programming Essentials: Producing a Basic Report
After watching this video, you will be able to create a basic report in SAS.
-
SAS Programming Essentials: Validating and Combining Data
After watching this video, you will be able to validate data sets and combine them with an append operation and a concatenation.
-
SAS Programming Essentials: Merging Data Sets with Nonmatches
After watching this video, you will be able to use the IN= option to control the observations in the output SAS data set.
-
SAS Programming Essentials: Merging Data Sets One-To-Many
After watching this video, you will be able to merge SAS data sets one-to-many based on a common variable using MERGE and BY statements in a DATA step.
-
SAS Programming Essentials: Creating and Applying User-defined Formats
After watching this video, you will be able to use the FORMAT procedure to create user-defined formats, and apply them to variables in reports.
-
SAS Programming Essentials: Formatting Values Using the FORMAT Statement
After watching this video, you will be able to create formatted output by using the FORMAT statement.
-
SAS Programming Essentials: Using the LABEL Statement to Add Column Headings
After watching this video, you will be able to add column headings to a report using LABEL statements.
-
SAS Programming Essentials: Producing an Enhanced Report in SAS
After watching this video, you will be able to create an enhanced report using SAS system options, and by adding titles and footnotes.
-
SAS Programming Essentials: Merging Data Sets One-To-One
After watching this video, you will be able to merge SAS data sets one-to-one based on a common variable using MERGE and BY statements in a DATA step.
-
SAS Programming Essentials: Using RENAME to Change Variable Names
After watching this video, you will be able to use the RENAME= data set option to change the names of variables in SAS.
-
SAS Programming Essentials: Using SET in a DATA Step to Concatenate Data Sets
After watching this video, you will be able to use the SET statement in a DATA step to concatenate two or more SAS data sets.
-
SAS Programming Essentials: Reading Raw Data with Missing Values
After watching this video, you will be able to using the MISSOVER and DSD options to control behavior with missing values in raw data in SAS.
-
SAS Programming Essentials: Controlling When a Record Loads
After watching this video, you will be able to use a line-hold specifier to prevent the second INPUT statement in a DATA step from moving to the second line in a raw data file in SAS.
-
SAS Programming Essentials: Creating a Single Observation from Multiple Records
After watching this video, you will be able to use multiple INPUT statements to read a group of records in a raw data file as a single observation in a new data set in SAS.
-
SAS Programming Essentials: Using Formatted Input
After watching this video, you will be able to use formatted input to read both standard and nonstandard data that is arranged in fixed fields in SAS.
-
SAS Programming Essentials: Using SAS Functions
After watching this video, you will be able to use various SAS functions to perform transforms or calculations on variables.
-
SAS Programming Essentials: Creating an Accumulating Variable Using RETAIN
After watching this video, you will be able to use the RETAIN statement to create an accumulating variable in SAS.
-
SAS Programming Essentials: Using Column Input
After watching this video, you will be able to use column input to read input data that is arranged in columns or fixed fields in SAS.
-
SAS Programming Essentials: Summarizing Data by Multiple Groups
After watching this video, you will be able to summarize data by multiple groups using BY-Group processing in SAS.
-
SAS Programming Essentials: Summarizing Data by Groups
After watching this video, you will be able to summarize data by groups using BY-Group processing in SAS.
-
SAS Programming Essentials: Creating an Accumulating Variable Using SUM
After watching this video, you will be able to use the SUM statement to create an accumulating variable in SAS.
-
SAS Programming Essentials: Writing to Multiple SAS Data Sets
After watching this video, you will be able to write to more than one SAS data set.
-
SAS Programming Essentials: Outputting Multiple Observations
After watching this video, you will be able to control when SAS writes an observation to a data set using an OUTPUT statement.
-
SAS Programming Essentials: Creating Reports and Charts
After watching this video, you will be able to create and chart a summary report and a frequency table in SAS.
-
SAS Programming Essentials: Producing Scatter Plots with SAS/GRAPH SG Procedures
After watching this video, you will be able to create scatter plots using SAS/GRAPH statistical graphics procedures.
-
SAS Programming Essentials: Controlling Observation Input and Output
After watching this video, you will be able to control SAS observation input and output with OBS and FIRSTOBS.
-
SAS Programming Essentials: Controlling Variable Input and Output
After watching this video, you will be able to control SAS variable input and output with DROP and KEEP.
-
SAS Programming Essentials: Creating Histograms with SAS/GRAPH SG Procedures
After watching this video, you will be able to create histogram charts SAS/GRAPH statistical graphics procedures.
-
SAS Programming Essentials: Creating Bar Charts with SAS/GRAPH SG Procedures
After watching this video, you will be able to create bar charts using the SAS/GRAPH statistical graphics procedures.
-
SAS Programming Essentials: Creating Pie Charts with SAS/GRAPH SG Procedures
After watching this video, you will be able to create pie charts using the SAS/GRAPH statistical graphics procedures.
-
SAS Programming Essentials: Overview of SAS/GRAPH SG Procedures
After watching this video, you will be able to describe the capabilities of the SAS/GRAPH statistical graphics procedures.
-
Microsoft SQL Server 2016: Performing a Piecemeal Restore
After watching this video, you will be able to restore a database using a piecemeal restore.
-
Microsoft SQL Server 2016: Restoring a Database with the Full Model Part 2
After watching this video, you will be able to restore a database under the full recovery model.
-
Microsoft SQL Server 2016: Auditing with Temporal Tables Part 2
After watching this video, you will be able to use temporal tables for auditing.
-
Microsoft SQL Server 2016: Implementing Row-level Security Part 2
After watching this video, you will be able to implement row-level security using T-SQ: and predicates.
-
Data Modeling for Hadoop: Practice Filtering in Hadoop
After watching this video, you will be able to filter information in Hadoop.
-
Data Modeling for Hadoop: Features of Hadoop Application
After watching this video, you will be able to recognize Spark and its benefits over traditional MapReduce.
-
Data Modeling for Hadoop: Hadoop Distributions
After watching this video, you will be able to identify available commercial distributions for Hadoop.
-
Data Modeling for Hadoop: Java MapReduce
After watching this video, you will be able to use code that runs on Hadoop.
-
Data Modeling for Hadoop: MapReduce Examples
After watching this video, you will be able to identify how MapReduce processes information.
-
Data Modeling for Hadoop: What Is MapReduce?
After watching this video, you will be able to define basics of MapReduce.
-
Data Modeling for Hadoop: What Is YARN?
After watching this video, you will be able to recognize basics of YARN.
-
Data Modeling for Hadoop: HDFS Commands
After watching this video, you will be able to use HDFS.
-
Data Modeling for Hadoop: Read/Write Processes in HDFS
After watching this video, you will be able to recognize how to read and write in HDFS.
-
Data Modeling for Hadoop: Internals of HDFS
After watching this video, you will be able to define HDFS components.
-
Data Modeling for Hadoop: Hadoop Deployment
After watching this video, you will be able to identify Hadoop components.
-
Data Modeling for Hadoop: Hadoop Data Type
After watching this video, you will be able to recognize storing and modeling data in Hadoop.
-
Data Modeling for Hadoop: Hadoop Ecosystem (Sqoop, Flume, Mahout, Oozie)
After watching this video, you will be able to define Sqoop, Flume, Mahout, and Oozie.
-
Data Modeling for Hadoop: Hadoop Ecosystem (Pig, HIVE, HBASE)
After watching this video, you will be able to define Pig, HIVE, and HBASE.
-
Data Modeling for Hadoop: What Is Hadoop?
After watching this video, you will be able to recognize basics of Hadoop, history, milestones, and core components.
-
Data Modeling for Hadoop: Big Data Platforms
After watching this video, you will be able to identify big data infrastructure issues, and explain benefits of Hadoop.
-
Data Modeling for Hadoop: What Is Big Data and Its Applications?
After watching this video, you will be able to recognize what big data is, sources and types of data, evolution and characteristics of big data, and use cases of big data.
-
Data Modeling for Hadoop: Virtual machine Setup
After watching this video, you will be able to set up a virtual machine.
-
Data Modeling for Hadoop: Unix Commands
After watching this video, you will be able to recognize basic and most useful Unix commands.
-
Data Modeling for Hadoop: Install Linux
After watching this video, you will be able to install Linux on a virtual machine.
-
Tibco Spotfire: Spotfire Clients and Advanced Operations
After watching this video, you will be able to recognize other Spotfire clients and advanced operations of Spotfire.
-
Tibco Spotfire: Features in Spotfire Professional Tool and API
After watching this video, you will be able to use the Spotfire Professional tool and API.
-
Tibco Spotfire: Spotfire SDK and Package Builder
After watching this video, you will be able to recognize the Spotfire SDK and Package Builder.
-
Tibco Spotfire: Handling Large Data Using Spotfire
After watching this video, you will be able to determine resolutions to various data management scenarios in Spotfire.
-
Tibco Spotfire: Spotfire Additional Clients
After watching this video, you will be able to provide an overview of the other various additional clients that can be used in Spotfire.
-
Tibco Spotfire: Report Performance-enhancing Mechanisms
After watching this video, you will be able to use performance-enhancing mechanisms in Spotfire.
-
Tibco Spotfire: Spotfire Advanced Data Services
After watching this video, you will be able to recognize various advanced data services in Spotfire.
-
Tibco Spotfire: Predictive Analytics Using Spotfire and R
After watching this video, you will be able to create predictive analytics with Spotfire and R.
-
Big Data with Apache Spark: Deduplication
After watching this video, you will be able to implement deduplication with and without watermarking.
-
Big Data with Apache Spark: Continuous Applications
After watching this video, you will be able to describe continuous applications in terms of structured streaming.
-
Big Data with Apache Spark: Windowing
After watching this video, you will be able to apply window operations on event time.
-
Big Data with Apache Spark: Stream Output
After watching this video, you will be able to write stream data using writeStream.
-
Big Data with Apache Spark: Streaming Query Manager
After watching this video, you will be able to manage streaming queries.
-
Big Data with Apache Spark: Streaming Query
After watching this video, you will be able to use streaming query objects.
-
Big Data with Apache Spark: File Sinks
After watching this video, you will be able to store stream output to a directory using a file sink.
-
Big Data with Apache Spark: Environment Configuration
After watching this video, you will be able to use the Spark environment configuration parameters.
-
Big Data with Apache Spark: Web UI
After watching this video, you will be able to access the web user interface.
-
Big Data with Apache Spark: Word Count
After watching this video, you will be able to use structured streaming to implement a word count on a text stream.
-
Big Data with Apache Spark: Checkpointing
After watching this video, you will be able to enable checkpointing in structured streaming.
-
Big Data with Apache Spark: Speculation
After watching this video, you will be able to modify speculation controls for Spark tasks.
-
Big Data with Apache Spark: Memory Allocation
After watching this video, you will be able to set JVM fractional memory amounts for Spark.
-
Big Data with Apache Spark: REST API
After watching this video, you will be able to use JSON to query monitoring tools for Spark.
-
Big Data with Apache Spark: Identify Spark Streaming Basics
After watching this video, you will be able to describe the basics of Spark Streaming.
-
Big Data with Apache Spark: Memory Tuning
After watching this video, you will be able to describe memory management and consumption.
-
Big Data with Apache Spark: Serialization
After watching this video, you will be able to describe data serialization and the role it plays in the performance of Spark applications.
-
Big Data with Apache Spark: Downloading and Installing Apache Spark on Mac OS
After watching this video, you will be able to download and install Apache Spark 2.2 on Mac OS.
-
Big Data with Apache Spark: Downloading and Installing Apache Spark
After watching this video, you will be able to download and install Apache Spark 2.2.
-
Big Data with Apache Spark: Overview of Apache Spark
After watching this video, you will be able to describe Apache Spark 2.2 and the main components of a Spark application.
-
Big Data with Apache Spark: Working with Spark Shell
After watching this video, you will be able to use Spark shell for analyzing data interactively.
-
Big Data with Apache Spark: Building Spark
After watching this video, you will be able to build Apache Spark using Apache Maven.
-
Big Data with Apache Spark: Linking to Spark
After watching this video, you will be able to link an application to Spark.
-
Big Data with Apache Spark: Use Apache Spark Shell
After watching this video, you will be able to use Apache Spark shell.
-
Big Data with Apache Spark: Running Spark on Clusters
After watching this video, you will be able to describe how Spark runs on clusters and the three supported cluster managers.
-
Big Data with Apache Spark: Initializing Apache Spark
After watching this video, you will be able to create a SparkContext to initialize Apache Spark.
-
Big Data with Apache Spark: Spark Configuration
After watching this video, you will be able to identify the three locations Spark provides to configure the system.
-
Big Data with Apache Spark: Aggregations
After watching this video, you will be able to use aggregations with the built-in DataFrames functions.
-
Big Data with Apache Spark: DataFrames
After watching this video, you will be able to create DataFrames with Spark SQL.
-
Big Data with Apache Spark: SparkSession
After watching this video, you will be able to create a SparkSession.
-
Big Data with Apache Spark: Apache Spark SQL Overview
After watching this video, you will be able to describe Apache Spark SQL.
-
Big Data with Apache Spark: SQL Queries
After watching this video, you will be able to run SQL queries programmatically.
-
Big Data with Apache Spark: Datasets
After watching this video, you will be able to create Datasets with Spark SQL.
-
Big Data with Apache Spark: Temporary View
After watching this video, you will be able to create a global temporary view.
-
Big Data with Apache Spark: Querying with SQL
After watching this video, you will be able to run SQL directly on files.
-
Big Data with Apache Spark: Specifying a Data Source
After watching this video, you will be able to manually specify a data source.
-
Big Data with Apache Spark: Load/Save Functions
After watching this video, you will be able to use Load/Save functions.
-
Big Data with Apache Spark: JSON Datasets
After watching this video, you will be able to use JSON Datasets with Spark SQL.
-
Big Data with Apache Spark: Persistent Tables
After watching this video, you will be able to use Spark SQL to save a DataFrame as a persistent table.
-
Big Data with Apache Spark: Parquet Files
After watching this video, you will be able to write parquet files with Spark SQL.
-
Big Data with Apache Spark: SaveMode
After watching this video, you will be able to use SaveMode to handle save operations.
-
Big Data with Apache Spark: Use Spark SQL
After watching this video, you will be able to use Spark SQL to create Datasets and DataFrames.
-
Big Data with Apache Spark: Stream Input
After watching this video, you will be able to read stream input using readStream.
-
Big Data with Apache Spark: Structured Streaming Overview
After watching this video, you will be able to describe Structured Streaming.
-
Big Data with Apache Spark: Partitioning
After watching this video, you will be able to use partitioning when saving persistent tables.
-
Big Data with Apache Spark: Garbage Collection Tuning
After watching this video, you will be able to describe garbage collection tuning.
-
Big Data with Apache Spark: Executor Memory
After watching this video, you will be able to determine executor memory allocation.
-
Big Data with Apache Spark: Data Compression
After watching this video, you will be able to implement data compression on parquet storage.
-
Big Data with Apache Spark: Explain Query Execution
After watching this video, you will be able to use query execution plan explainer.
-
Big Data with Apache Spark: Broadcast Functionality
After watching this video, you will be able to use the broadcast functionality.
-
Big Data with Apache Spark: Parallelism
After watching this video, you will be able to set the level of parallelism.
-
Big Data with Apache Spark: SSL Settings
After watching this video, you will be able to configure the SSL settings.
-
Big Data with Apache Spark: Secure Event Logs
After watching this video, you will be able to set permissions on the directory where the event logs are stored.
-
Big Data with Apache Spark: Spark UI
After watching this video, you will be able to secure the Spark UI by limiting access using a firewall.
-
Big Data with Apache Spark - Exercise: Monitor Spark Applications
After watching this video, you will be able to monitor Spark applications.
-
Big Data with Apache Spark: SASL Encryption
After watching this video, you will be able to enable SASL encryption for a Spark application.
-
Big Data with Apache Spark: YARN Deployments
After watching this video, you will be able to configure spark.authenticate.
-
Big Data with Apache Spark: Shared Secret
After watching this video, you will be able to configure a shared secret for Spark authentication.
-
Big Data with Apache Spark: Configure Spark Security
After watching this video, you will be able to configure Spark security.
-
Big Data with Apache Spark: Network Security
After watching this video, you will be able to configure the primary ports Spark uses for communication.
-
HDInsight: Apache Phoenix Real-time Data Use Cases
After watching this video, you will be able to identify how to use Apache Phoenix for analytics.
-
HDInsight: Apache HBase Cluster Performance
After watching this video, you will be able to describe how to optimize performance of an HBase cluster.
-
HDInsight: Apache HBase Clusters
After watching this video, you will be able to monitor Apache HBase clusters.
-
HDInsight: Apache HBase Shell
After watching this video, you will be able to use HBase shell to create updates.
-
HDInsight: Build Apache Solutions
After watching this video, you will be able to build solutions using Apache Kafka and Hbase.
-
HDInsight: Apache HBase Replication
After watching this video, you will be able to create a replication in Apache HBase.
-
HDInsight: Apache Phoenix Indexes
After watching this video, you will be able to describe Apache Phoenix indexes.
-
HDInsight: Apache Phoenix Functions
After watching this video, you will be able to describe Apache Phoenix functions.
-
HDInsight: Apache Phoenix Transactions
After watching this video, you will be able to describe how to configure Apache Phoenix transactions.
-
HDInsight: Use Apache Phoenix
After watching this video, you will be able to use Apache Phoenix.
-
HDInsight: Sharing Metastore between Clusters
After watching this video, you will be able to describe when to share metastores between clusters.
-
HDInsight: Interactive Processing on HBase
After watching this video, you will be able to describe HBase for interactive processing.
-
HDInsight: Apache Phoenix Performance
After watching this video, you will be able to identify Apache Phoenix performance.
-
HDInsight: Streaming Applications
After watching this video, you will be able to identify how to start and stop Spark streaming applications.
-
HDInsight: Resilient Distributed Datasets (RDDs)
After watching this video, you will be able to describe Resilient Distributed Datasets (RDDs).
-
HDInsight: Introduction to DStream
After watching this video, you will be able to describe Dstream.
-
HDInsight: Spark Streaming from Event Hub
After watching this video, you will be able to stream data from Event Hub.
-
HDInsight: Spark Streaming from Kafka
After watching this video, you will be able to stream data from Apache Kafka.
-
HDInsight: Long-Term Data Storage Options
After watching this video, you will be able to identify long-term data stores in HBase and SQL.
-
HDInsight: DStream Transformations
After watching this video, you will be able to describe DStream Transformations.
-
HDInsight: Stateful and Stateless Operations
After watching this video, you will be able to describe Stateful and Stateless operations.
-
HDInsight: Event Time
After watching this video, you will be able to create window operations on Event Time.
-
HDInsight: DataFrame and Dataset APIs
After watching this video, you will be able to use Spark DataFrames and Dataset APIs to stream.
-
HDInsight: Spark Streaming in a PowerBI Dashboard
After watching this video, you will be able to describe Spark streaming in a PowerBI dashboard.
-
HDInsight: Spark Structured Streaming Storage Options
After watching this video, you will be able to identify the Spark structured streaming storage options.
-
HDInsight: Window Functions in Spark SQL
After watching this video, you will be able to describe window functions in Spark SQL.
-
HDInsight: Spark Structured Streaming from Apache Kafka
After watching this video, you will be able to stream data from Apache Kafka using Spark structured streaming.
-
HDInsight: Apache Storm Clusters for Real-time Jobs
After watching this video, you will be able to create Apache Storm clusters for real-time jobs.
-
HDInsight: Stream Spark Applications
After watching this video, you will be able to stream Spark applications.
-
HDInsight: Spark Structured Streaming in a PowerBI Dashboard
After watching this video, you will be able to describe Spark structured streaming in a PowerBI real-time dashboard.
-
HDInsight: Spark Structured Streaming from Event Hub
After watching this video, you will be able to stream data from Event Hub using Spark structured streaming.
-
HDInsight: Event Windows in Apache Storm
After watching this video, you will be able to configure event windows in Apache Storm.
-
HDInsight: Apache Storm Streaming from Event Hub
After watching this video, you will be able to stream Apache Storm from Event Hub.
-
HDInsight: Apache Storm Streaming from Kafka
After watching this video, you will be able to stream Apache Storm from Kafka.
-
HDInsight: Apache Storm Storage Options
After watching this video, you will be able to describe the Apache Storm storage options.
-
HDInsight: Apache Storm Streaming in PowerBI Dashboard
After watching this video, you will be able to stream Apache Storm data in a PowerBI real-time dashboard.
-
HDInsight: Apache Storm Streams
After watching this video, you will be able to create and conduct streaming jobs using Apache Storm.
-
HDInsight: Apache Storm Topologies
After watching this video, you will be able to describe Storm topologies and computation graph architecture.
-
HDInsight: Apache Storm Jobs
After watching this video, you will be able to debug and monitor Apache Storm jobs.
-
HDInsight: Apache Stream Groupings
After watching this video, you will be able to set Apache Stream groupings.
-
HDInsight: Apache Storm Applications
After watching this video, you will be able to describe how to configure Apache Storm applications.
-
HDInsight: Apache Storm Topologies in Local Mode
After watching this video, you will be able to describe how to run Storm topologies in local mode.
-
HDInsight: MirrorMaker with Apache Kafka
After watching this video, you will be able to configure MirrorMaker with Apache Kafka.
-
HDInsight: Apache Kafka Resource Management
After watching this video, you will be able to manage partitions using Apache Kafka resource management.
-
HDInsight: Apache Spark and Storm Clusters in a Virtual Network
After watching this video, you will be able to create Spark and Storm clusters in a virtual network.
-
HDInsight: Stream Apache Storm
After watching this video, you will be able to stream using Apache Storm.
-
HDInsight: Apache HBase Use Cases
After watching this video, you will be able to identify HBase use cases in HDInsight.
-
HDInsight: Apache Kafka Topics
After watching this video, you will be able to describe how to manage Apache Kafka topics.
-
HDInsight: Apache Kafka Services through Ambari
After watching this video, you will be able to manage Apache Kafka services through Ambari.
-
MongoDB: Using cp or sync to Create a Backup
After watching this video, you will be able to manually back up a database by copying the data files.
-
MongoDB: Working with Extents and Indexes
After watching this video, you will be able to work with statistics for extents and indexes.
-
MongoDB: Using Objects and Size Stats
After watching this video, you will be able to use object and size statistics.
-
MongoDB: Using Monitoring
After watching this video, you will be able to monitor command and use CommandListener.
-
MongoDB: Working with Logging
After watching this video, you will be able to configure and use logging.
-
MongoDB: Installing MongoDB
After watching this video, you will be able to install and configure the MongoDB and MongoDB driver to a Hadoop cluster node.
-
MongoDB: Installing the Hadoop Connector
After watching this video, you will be able to install and configure the MongoDB connector in Hadoop.
-
MongoDB: Identifying DB and Collection Stats
After watching this video, you will be able to identify and use DB and collection statistics.
-
MongoDB: Configuring and Using SNMP with Windows
After watching this video, you will be able to configure and use SNMP on Windows.
-
MongoDB: Configuring and Using SNMP with Linux
After watching this video, you will be able to configure and use SNMP to collect metrics for data and aggregation on Linux.
-
MongoDB: Managing Users and Groups
After watching this video, you will be able to manage groups, users, and roles for Cloud Manager and MongoDB deployments.
-
MongoDB: Using Alerts and Monitoring
After watching this video, you will be able to configure and manage alerts, logs, and integration with monitoring service providers.
-
MongoDB: Configuring for Disaster Recovery
After watching this video, you will be able to configure and plan for disaster recovery.
-
MongoDB: Describing the API
After watching this video, you will be able to describe the API and create a simple interface to Cloud Manager.
-
MongoDB: Managing Deployments
After watching this video, you will be able to manage a deployment.
-
MongoDB: Provisioning and Deploying Servers
After watching this video, you will be able to provision and deploy MongoDB processes to Cloud Manager.
-
MongoDB: Deploying Using Cloud Manager
After watching this video, you will be able to deploy a highly available instance using Cloud Manager.
-
MongoDB: Deploying a High Availability Cluster
After watching this video, you will be able to create and deploy a high availability cluster.
-
MongoDB: Deploying Using OpsManager
After watching this video, you will be able to deploy a highly available instance using OpsManager.
-
MongoDB: Use the MongoDB Connector for Spark
After watching this video, you will be able to use the MongoDB Connector for Spark with Java and Python.
-
MongoDB: Writing Data to MongoDB
After watching this video, you will be able to write RDD data from Spark into MongoDB.
-
MongoDB: Using SQL to Retrieve Data
After watching this video, you will be able to use SQL queries to return data.
-
MongoDB: Working with Aggregation
After watching this video, you will be able to use an aggregation pipeline to filter and perform aggregation in MongoDB.
-
MongoDB: Reading Data from MongoDB
After watching this video, you will be able to read and use ReadConfig to read data from MongoDB.
-
MongoDB: Configuring the Connector
After watching this video, you will be able to describe the configuration options and configure the MongoDB Spark connector.
-
MongoDB: Using Datasets and Schemas
After watching this video, you will be able to use datasets and schemas to retrieve data.
-
MongoDB: Performing CRUD Operations in Eve
After watching this video, you will be able to perform create, read, update, and delete operations with the API.
-
MongoDB: Querying Using Eve
After watching this video, you will be able to perform queries via Eve.
-
MongoDB: Installing the Connector
After watching this video, you will be able to download and install the MongoDB Spark Connector.
-
MongoDB: Sorting and Pretty Printing
After watching this video, you will be able to use sort, pretty printing, and pagination.
-
MongoDB: Streaming
After watching this video, you will be able to use streaming to upload and download files.
-
MongoDB: Configuring and Using Eve
After watching this video, you will be able to configure and use Eve to connect to a database.
-
MongoDB: Installing Eve
After watching this video, you will be able to install the Eve Python REST API framework.
-
MongoDB: Connecting to a GridFS
After watching this video, you will be able to install and use the Python GridFS package in PyMongo to connect to a GridFS database.
-
MongoDB: Using Bulk Inserts, Counting, and Range Queries
After watching this video, you will be able to use insert_many, count, and range queries.
-
MongoDB: Querying
After watching this video, you will be able to query data and find files in GridFS.
-
MongoDB: Manipulating Files
After watching this video, you will be able to create, delete, and manipulate files in GridFS.
-
MongoDB: Using CRUD Operations
After watching this video, you will be able to insert, query, update, and delete data.
-
MongoDB: Making a Connection and Using a Database
After watching this video, you will be able to make a database connection and get a database or collection.
-
MongoDB: Creating and Managing Indexes
After watching this video, you will be able to create and manage indexes.
-
MongoDB: Getting or Querying a Document
After watching this video, you will be able to query by ObjectId and use find and find_one.
-
MongoDB: Installing PyMongo
After watching this video, you will be able to install, set up, and connect to MongoDB using PyMongo.
-
MongoDB: Processing Aggregations
After watching this video, you will be able to process aggregation queries over an asynchronous connection.
-
MongoDB: Going Asynchronous
After watching this video, you will be able to install and use the Java Async Driver for asynchronous connections.
-
MongoDB: Restoring a Filesystem Snapshot
After watching this video, you will be able to restore a filesystem snapshot using MongoDB Cloud Manager.
-
MongoDB: Querying
After watching this video, you will be able to handle query operations over an asynchronous connection.
-
MongoDB: Making an Asynchronous Connection
After watching this video, you will be able to make a connection to MongoDB using an asynchronous connection.
-
MongoDB: Backing up with mongodump
After watching this video, you will be able to create a dump file using mongodump.
-
MongoDB: Restoring Using a cp or sync Created Backup
After watching this video, you will be able to manually restore a backup created with the cp or sync method.
-
MongoDB: Creating Filesystem Snapshots
After watching this video, you will be able to perform a filesystem snapshot backup using the MongoDB Cloud Manager.
-
MongoDB: Restoring with mongorestore
After watching this video, you will be able to restore a backup dump file using mongorestore.
-
MongoDB: Using CRUD Operations
After watching this video, you will be able to perform CRUD operations over an asynchronous connection.
-
Oracle Database 12c Revisions: Managing Resumable Space Allocation
After watching this video, you will be able to manage resumable space allocation in Oracle Database 12c.
-
Oracle Database 12c Revisions: Table Compression Overview
After watching this video, you will be able to describe the types and uses of table compression in Oracle Database 12c.
-
Oracle Database 12c Revisions: Exporting Data with Data Pump
After watching this video, you will be able to export data using Data Pump in Oracle Database 12c.
-
Oracle Database 12c Revisions: Oracle Data Pump Directory Objects and Clients
After watching this video, you will be able to work with Oracle Data Pump directory objects, clients, and modes in Oracle Database 12c.
-
Oracle Database 12c Revisions: Importing Data with Data Pump
After watching this video, you will be able to import data using Data Pump in Oracle Database 12c.
-
Oracle Database 12c Revisions: Recovering from Loss of Control or Redo Log Files
After watching this video, you will be able to recover from loss of a control file or redo log file in Oracle Database 12c.
-
Oracle Database 12c Revisions: Recovering a Database
After watching this video, you will be able to recover a database and use the Data Recovery Advisor in Oracle Database 12c.
-
Oracle Database 12c Revisions: Data Migration and Oracle Data Pump
After watching this video, you will be able to describe the functional components used for moving data and the use of Oracle Data Pump in Oracle Database 12c.
-
Oracle Database 12c Revisions: Recovering Data Files
After watching this video, you will be able to recover data files in NOARCHIVELOG and ARCHIVELOG modes in Oracle Database 12c.
-
Oracle Database 12c Revisions: Configure Backup Settings
After watching this video, you will be able to use the Recovery Manager to configure backup settings in Oracle Database 12c.
-
Oracle Database 12c Revisions: Creating and Managing Backups
After watching this video, you will be able to create backups using RMAN commands and manage backups in Oracle Database 12c.
-
Oracle Database 12c Revisions: Implementing a Backup Strategy
After watching this video, you will be able to implement the Oracle suggested backup strategy and back up a control file to a trace file in Oracle Database 12c.
-
Oracle Database 12c Revisions: Archiving Redo Log Files
After watching this video, you will be able to configure archiving of redo log files in Oracle Database 12c.
-
Oracle Database 12c Revisions: Multiplexing Control and Redo Log Files
After watching this video, you will be able to multiplex control and redo log files in Oracle Database 12c.
-
Oracle Database 12c Revisions: Backup Types and the Recovery Manager
After watching this video, you will be able to describe backup types and the use of the Recovery Manager in Oracle Database 12c.
-
Oracle Database 12c Revisions: Backup Solutions
After watching this video, you will be able to describe backup solutions in Oracle Database 12c.
-
Oracle Database 12c Revisions: Checkpoints, Redo Log Files, and Log Writers
After watching this video, you will be able to explain the use of checkpoints, redo log files, and log writers in Oracle Database 12c.
-
Oracle Database 12c Revisions: Oracle Data Protection
After watching this video, you will be able to describe the Oracle data protection solutions in Oracle Database 12c.
-
Oracle Database 12c Revisions: Configuring the Flash Recovery Area
After watching this video, you will be able to configure and monitor the flash recovery area in Oracle Database 12c.
-
Oracle Database 12c Revisions: Instance Recovery
After watching this video, you will be able to describe and configure instance recovery, and use the Mean Time To Recover (MTTR) Advisor in Oracle Database 12c.
-
Oracle Database 12c Revisions: Media Failure and Recovery Types
After watching this video, you will be able to describe media failure and distinguish between complete and point-in-time recovery in Oracle Database 12c.
-
Oracle Database 12c Revisions: Network and Instance Failures, and User Error
After watching this video, you will be able to describe network failures, user errors and instance failures and describe the Oracle Flashback Technology features in Oracle Database 12c.
-
Oracle Database 12c Revisions: Database, Statement, and Process Failures
After watching this video, you will be able to recognize responsibilities for preventing and responding to database, statement, and user process failures in Oracle Database 12c.
-
Oracle Database 12c Revisions: Instance Performance Tuning
After watching this video, you will be able to tune the performance of a database instance in Oracle Database 12c.
-
Oracle Database 12c Revisions: Configuring Server-Generated Alerts
After watching this video, you will be able to describe server-generated alerts and set metric thresholds for them in Oracle Database 12c.
-
Oracle Database 12c Revisions: Automated Maintenance Tasks
After watching this video, you will be able to describe and view the automated database maintenance tasks in Oracle Database 12c.
-
Oracle Database 12c Revisions: Performance Monitoring and Tuning
After watching this video, you will be able to plan, monitor, and tune performance in Oracle Database 12c.
-
Oracle Database 12c Revisions: Recognizing and Clearing Alerts
After watching this video, you will be able to recognize different alert types and clear alerts in Oracle Database 12c.
-
Oracle Database 12c Revisions: Using the ADDM
After watching this video, you will be able to use the Automatic Database Diagnostic Monitor in Enterprise Manager in Oracle Database 12c.
-
Oracle Database 12c Revisions: Setting a Statistics Level
After watching this video, you will be able to set the STATISTICS_LEVEL parameter for a database in Oracle Database 12c.
-
Oracle Database 12c Revisions: Accessing Advisors
After watching this video, you will be able to access the Advisor Central page in Enterprise Manager and identify the packages used to invoke advisors in Oracle Database 12c.
-
Oracle Database 12c Revisions: The Advisory Framework
After watching this video, you will be able to describe the Advisory Framework in Oracle Database 12c.
-
Oracle Database 12c Revisions: Managing AWR
After watching this video, you will be able to manage Automatic Workload Repository (AWR) settings in Oracle Database 12c.
-
Oracle Database 12c Revisions: Creating an AWR Baseline
After watching this video, you will be able to create an Automatic Workload Repository (AWR) baseline in Oracle Database 12c.
-
Oracle Database 12c Revisions: The Automatic Workload Repository
After watching this video, you will be able to describe the Automatic Workload Repository (AWR) and its infrastructure in Oracle Database 12c.
-
Oracle Database 12c Revisions: Using Data Dictionary Views for External Tables
After watching this video, you will be able to use data dictionary views to access information about external tables in Oracle Database 12c.
-
Oracle Database 12c Revisions: Populating External Tables
After watching this video, you will be able to create and populate an external table using ORACLE_DATAPUMP in Oracle Database 12c.
-
Oracle Database 12c Revisions: Introduction to Database Maintenance
After watching this video, you will be able to describe database maintenance tasks and view alert history in Oracle Database 12c.
-
Oracle Database 12c Revisions: Back up Database and Export HR Schema
After watching this video, you will be able to verify database configuration and export the HR schema in the Oracle Database 12c.
-
Oracle Database 12c Revisions: Using SQL*Loader to Load Data
After watching this video, you will be able to use SQL*Loader to load external data into tables in Oracle Database 12c.
-
Oracle Database 12c Revisions: Creating a SQL*Loader Control File
After watching this video, you will be able to create a SQL*Loader control file in Oracle Database 12c.
-
Oracle Database 12c Revisions: Accessing External Tables
After watching this video, you will be able to use ORACLE_LOADER to access external tables in Oracle Database 12c.
-
Oracle Database 12c Revisions: Using External Tables
After watching this video, you will be able to describe the uses of external tables in Oracle Database 12c.
-
Oracle Database 12c Revisions: Overview of SQL Advisors
After watching this video, you will be able to describe the SQL Advisors available in Oracle Database 12c.
-
Oracle Database 12c Revisions: Gather Concurrent Statistics and SQL Plan Directives
After watching this video, you will be able to describe concurrent statistics gathering and the use of SQL plan directives in the Oracle Database 12c.
-
Oracle Database 12c Revisions: SQL Tuning Advisor
After watching this video, you will be able to describe and use the SQL Tuning Advisor in Oracle Database 12c.
-
Oracle Database 12c Revisions: Optimizer Statistics Collection
After watching this video, you will be able to describe the collection of optimizer statistics in Oracle Database 12c.
-
Oracle Database 12c Revisions: SQL Tuning and Optimizer Statistics Overview
After watching this video, you will be able to describe SQL tuning and the optimizer statistics used in Oracle Database 12c.
-
Oracle Database 12c Revisions: Manually Gathering Optimizer Statistics
After watching this video, you will be able to gather optimizer statistics manually and set optimizer statistics preferences in Oracle Database 12c.
-
Oracle Database 12c Revisions: Viewing and Configuring Optimizer Statistics
After watching this video, you will be able to use the Optimizer Statistics Console to set global preferences for optimizer statistics in Oracle Database 12c.
-
Oracle Database 12c Revisions: Autotuned SGA Parameters
After watching this video, you will be able to describe values for autotuned SGA parameters in Oracle Database 12c.
-
Oracle Database 12c Revisions: Perform Database Maintenance
After watching this video, you will be able to configure AWR retention parameters, generate an AWR report, review server-generated alerts, and enable Automatic Memory Management (AMM) in Oracle Database 12c.
-
Oracle Database 12c Revisions: Managing the Program Global Area
After watching this video, you will be able to describe the program global area (PGA) and the dynamic performance statistics available in the Oracle Database 12c.
-
Oracle Database 12c Revisions: Enabling and Monitoring AMM
After watching this video, you will be able to enable and monitor Automatic Memory Management (AMM) in Oracle Database 12c.
-
Oracle Database 12c Revisions: Automatic Memory Management
After watching this video, you will be able to describe Automatic Memory Management (AMM) and related memory parameters in Oracle Database 12c.
-
Oracle Database 12c Revisions: Enabling ASSM
After watching this video, you will be able to describe and enable Automatic Segment Space Management (ASSM) in Oracle Database 12c.
-
Oracle Database 12c Revisions: Automatic Shared Memory Management
After watching this video, you will be able to describe Automatic Shared Memory Management (ASSM) in Oracle Database 12c.
-
Oracle Database 12c Revisions: Viewing Wait Events
After watching this video, you will be able to describe and view wait events in Oracle Database 12c.
-
Oracle Database 12c Revisions: Monitoring Top Services
After watching this video, you will be able to monitor top services in Oracle Database 12c.
-
Oracle Database 12c Revisions: Memory Management Guidelines
After watching this video, you will be able to identify guidelines for memory management in Oracle Database 12c.
-
Oracle Database 12c Revisions: Using Views to Tune Performance
After watching this video, you will be able to use the data dictionary views to diagnose and tune performance problems in Oracle Database 12c.
-
Oracle Database 12c Revisions: Monitoring Session Performance
After watching this video, you will be able to monitor session performance in Oracle Database 12c.
-
Oracle Database 12c Revisions: Using Enterprise Manager to Manage Performance
After watching this video, you will be able to use EM Database Express and EM Cloud Control to monitor database performance in Oracle Database 12c.
-
Oracle Database 12c Revisions: Monitoring Resource Manager Statistics
After watching this video, you will be able to monitor Resource Manager statistics in Oracle Database 12c.
-
Oracle Database 12c Revisions: Managing Runaway Queries and Consumer Group Mapping
After watching this video, you will be able to track runaway queries and manage the mapping of sessions to resource consumer groups in Oracle Database 12c.
-
Oracle Database 12c Revisions: Managing Resource Plans
After watching this video, you will be able to specify resource plan directives and allocate plan resources in Oracle Database 12c.
-
Oracle Database 12c Revisions: Creating Simple and Complex Resource Plans
After watching this video, you will be able to create simple and complex resource plans in Oracle Database 12c.
-
Oracle Database 12c Revisions: Limiting CPU Utilization
After watching this video, you will be able to limit CPU utilization at the database and server levels, and monitor instance caging in Oracle Database 12c.
-
Oracle Database 12c Revisions: Managing Session Resource Use
After watching this video, you will be able to describe the Active Session Pool mechanism, specify thresholds, and set idle timeouts in Oracle Database 12c.
-
Oracle Database 12c Revisions: SQL Performance Analyzer
After watching this video, you will be able to describe and use the SQL Performance Analyzer in Oracle Database 12c.
-
Oracle Database 12c Revisions: SQL Access Advisor
After watching this video, you will be able to describe and use the SQL Access Advisor in Oracle Database 12c.
-
Oracle Database 12c Revisions: Resource Manager Plans and Maintenance Windows
After watching this video, you will be able to describe the default Resource Manager plan and maintenance window in Oracle Database 12c.
-
Oracle Database 12c Revisions: Database Resource Manager Uses
After watching this video, you will be able to describe the uses of the Database Resource Manager in Oracle Database 12c.
-
Oracle Database 12c Revisions: Create a Tablespace and Manage Undo
After watching this video, you will be able to create a tablespace, add a data file, and manage Undo operations in Oracle Database 12c.
-
Oracle Database 12c Revisions: User Authentication
After watching this video, you will be able to describe how users are authenticated with the Oracle Database 12c.
-
Oracle Database 12c Revisions: User Accounts
After watching this video, you will be able to describe database user accounts in Oracle Database 12c.
-
Oracle Database 12c Revisions: Overview of the Undo Feature
After watching this video, you will be able to describe the use of undo records in Oracle Database 12c.
-
Oracle Database 12c Revisions: Configuring Undo
After watching this video, you will be able to manage undo records and configure undo retention in Oracle Database 12c.
-
Oracle Database 12c Revisions: Administrative Accounts
After watching this video, you will be able to describe administrative user accounts in Oracle Database 12c.
-
Oracle Database 12c Revisions: Fine-Grained Auditing Guidelines
After watching this video, you will be able to describe considerations and guidelines for fine-grained auditing (FGA) in Oracle Database 12c.
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Oracle Database 12c Revisions: Manage User Privileges and Auditing
After watching this video, you will be able to create a user, assign a role, and configure auditing in Oracle Database 12c.
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Oracle Database 12c Revisions: Archiving and Purging the Audit Trail
After watching this video, you will be able to archive and purge the audit trail in Oracle Database 12c.
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Oracle Database 12c Revisions: Creating Unified Audit Policies
After watching this video, you will be able to create unified audit policies in Oracle Database 12c.
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Oracle Database 12c Revisions: Configuring Auditing
After watching this video, you will be able to describe how to configure auditing by using a unified auditing policy.
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Oracle Database 12c Revisions: Fine-Grained Auditing
After watching this video, you will be able to describe fine-grained auditing (FGA) and assign FGA policies in Oracle Database 12c.
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Oracle Database 12c Revisions: Working with Audit Policies
After watching this video, you will be able to enable, disable, alter, and view audit policies in Oracle Database 12c.
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Oracle Database 12c Revisions: Enabling Unified Auditing
After watching this video, you will be able to enable unified auditing in Oracle Database 12c.
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Oracle Database 12c Revisions: Audit Implementation Requirements
After watching this video, you will be able to describe unified auditing and the requirements to implement auditing in Oracle Database 12c.
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Oracle Database 12c Revisions: Database Security, Compliance, and Auditing
After watching this video, you will be able to provide an overview of database security, auditing, and compliance monitoring in Oracle Database 12c.
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Oracle Database 12c Revisions: Locking Mechanisms
After watching this video, you will be able to describe the locking mechanisms for managing data concurrency in Oracle Database 12c.
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Oracle Database 12c Revisions: Implementing Password Security
After watching this video, you will be able to implement password security in Oracle Database 12c.
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Oracle Database 12c Revisions: Resolving Lock Conflicts
After watching this video, you will be able to resolve lock conflicts and deadlocks in Oracle Database 12c.
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Oracle Database 12c Revisions: Detecting Lock Conflicts
After watching this video, you will be able to identify causes of lock conflicts and detect lock conflicts in Oracle Database 12c.
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Oracle Database 12c Revisions: Using Roles to Manage Privileges
After watching this video, you will be able to describe the predefined database roles for managing privileges in Oracle Database 12c.
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Oracle Database 12c Revisions: Analyzing Privileges
After watching this video, you will be able to analyze privileges in Oracle Database 12c.
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Oracle Database 12c Revisions: Assigning Quotas
After watching this video, you will be able to assign quotas on tablespaces in Oracle Database 12c.
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Oracle Database 12c Revisions: Assigning Profiles
After watching this video, you will be able to describe the predefined database roles for managing privileges in Oracle Database 12c.
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Oracle Database 12c Revisions: System Privileges
After watching this video, you will be able to administer system privileges in Oracle Database 12c.
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Oracle Database 12c Revisions: User Management
After watching this video, you will be able to create a user and unlock or reset a user's password in Oracle Database 12c.
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Oracle Database 12c Revisions: Object Privileges
After watching this video, you will be able to administer object privileges in Oracle Database 12c.
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Oracle Database 12c Revisions: Configuring E-mail Notifications and Job Chains
After watching this video, you will be able to configure e-mail notifications and job chains using Oracle Scheduler in Oracle Database 12c.
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Oracle Database 12c Revisions: Using Time and Event-based Schedules
After watching this video, you will be able to describe the use of time and event-based schedules in the Oracle Database 12c.
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Oracle Database 12c Revisions: Configuring Job Arrays and File Arrival Events
After watching this video, you will be able to create a job array, create a file watcher, and configure file arrival events using Oracle Scheduler in Oracle Database 12c.
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Oracle Database 12c Revisions: Creating Job Classes and Windows
After watching this video, you will be able to describe job classes and job prioritization in Oracle Database 12c.
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Oracle Database 12c Revisions: Using Jobs and Schedules in Oracle Scheduler
After watching this video, you will be able to describe persistent lightweight jobs and use time-based and event-based schedules in Oracle Database 12c.
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Oracle Database 12c Revisions: Introduction to the Oracle Scheduler
After watching this video, you will be able to describe how to simplify management tasks using the Oracle Scheduler in Oracle Database 12c.
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Oracle Database 12c Revisions: Tune Performance and Manage Resources
After watching this video, you will be able to collect statistics, use the SQL Tuning Advisor, and create a simple resource plan in Oracle Database 12c.
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Oracle Database 12c Revisions: Scheduling Remote Database Jobs
After watching this video, you will be able to schedule remote database jobs and view Oracle Scheduler metadata in Oracle Database 12c.
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Apache Kafka: Using Kafka, Spark, and Storm Together
After watching this video, you will be able to use Kafka, Spark, and Storm in a pipeline to process words in a sentence.
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Apache Kafka: Create Real-time Kafka Applications
After watching this video, you will be able to create a simple real-time application using Kafka, Spark, and Storm.
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Apache Kafka: Using Spark to Process Tweets
After watching this video, you will be able to use Spark to process tweets and take action on specific words.
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Apache Kafka: Creating a Consumer to Transfer to Spark
After watching this video, you will be able to create a Consumer to transfer tweets to Spark.
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Apache Kafka: Using Storm to Process Tweets
After watching this video, you will be able to use Storm to process the words in incoming tweets.
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Apache Kafka: Creating a Consumer to Transfer to Storm
After watching this video, you will be able to create a Consumer to transfer tweets to Storm.
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Apache Kafka: The Real-time Capabilities of Kafka
After watching this video, you will be able to describe the real-time capabilities of Kafka.
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Apache Kafka: Balancing Leadership and Unclean Leader Election
After watching this video, you will be able to set preferred replicas for leadership and handle unclean leader elections.
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Apache Kafka: Creating a Producer Using the Twitter API
After watching this video, you will be able to create a Kafka Producer to process tweets.
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Apache Kafka: Installing the Twitter Streaming API
After watching this video, you will be able to install and set up the Twitter Streaming API and framework to create a real-time Twitter application.
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Apache Kafka: Working with Rack Awareness for Replication
After watching this video, you will be able to balance replicas across zones or racks to prevent rack-failure data loss.
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Apache Kafka: Mirroring between Clusters
After watching this video, you will be able to mirror data between clusters such as between two data centers.
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IBM BigInsights Fundamentals: Creating a Text Analytics Project
After watching this video, you will be able to recognize how to create a text analytics project, add documents, and use and customize a prebuilt extractor.
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IBM BigInsights Fundamentals: IBM BigInsights' Requirements
After watching this video, you will be able to choose between IBM BigInsights' software installation packages based on a scenario, and ensure the system requirements are met.
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IBM BigInsights Fundamentals: Creating Master Workbooks Using BigSheets
After watching this video, you will be able to identity the steps required to create master workbooks.
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IBM BigInsights Fundamentals: Finalizing Extractors
After watching this video, you will be able to complete the steps required to finalize and save an extractor.
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IBM BigInsights Fundamentals: Creating Extractors
After watching this video, you will be able to identify the steps required to configure extractors and extract of features.
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IBM BigInsights Fundamentals: Analyzing Input Documents
After watching this video, you will be able to recognize how to analyze input documents to identify information that will be extracted.
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IBM BigInsights Fundamentals: Exploring BigInsights' Apache Hadoop Requirements
After watching this video, you will be able to identify the system requirements for IBM BigInsights for Apache Hadoop.
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IBM BigInsights Fundamentals: Integrating BigInsights with other IBM Products
After watching this video, you will be able to recognize that IBM BigInsights can be integrated with other IBM products.
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IBM BigInsights Fundamentals: Exploring BigInsights' Value-add Services
After watching this video, you will be able to recognize the IBM open platform with Apache Hadoop and the BigInsights value-add services, including the BigInsights package editions and their supported features.
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IBM BigInsights Fundamentals: Exploring the Apache Open-source Projects
After watching this video, you will be able to identify the data access, search, administration, and security Apache open-source projects.
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IBM BigInsights Fundamentals: Exploring the IBM Hadoop Solution Layers
After watching this video, you will be able to identify the layers of IBM's Hadoop solution.
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IBM BigInsights Fundamentals: Exploring what IBM Hadoop Offers
After watching this video, you will be able to identify the IBM Hadoop offerings.
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IBM BigInsights Fundamentals: Identifying the Open-source Technologies Used
After watching this video, you will be able to recognize the open source technologies that are used with IBM Open platform with Apache Hadoop.
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IBM BigInsights Fundamentals: Exploring IBM BigInsights' Hadoop Capabilities
After watching this video, you will be able to recognize the software capabilities of IBM BigInsights for Apache Hadoop.
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IBM BigInsights Fundamentals: Exploring IBM Open Platform with Apache Hadoop
After watching this video, you will be able to recognize the IBM open platform with Apache Hadoop benefits.
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IBM BigInsights Fundamentals: Getting to Know IBM BigInsights
After watching this video, you will be able to recognize what IBM BigInsights is.
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IBM BigInsights Fundamentals: Exploring the Components of Hadoop
After watching this video, you will be able to recognize the core components that make up Hadoop.
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IBM BigInsights Fundamentals: What Is Hadoop?
After watching this video, you will be able to recognize what Hadoop is.
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IBM BigInsights Fundamentals: Using BigInsights on Cloud
After watching this video, you will be able to identify how IBM BigInsights can be used using the cloud, including using IBM Analytics for Hadoop on Bluemix for cloud trial.
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IBM BigInsights Fundamentals: Exploring Hadoop-as-a-service
After watching this video, you will be able to recognize what IBM BigInsights on cloud is and what it offers.
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IBM BigInsights Fundamentals: Exploring BigSheets
After watching this video, you will be able to recognize what BigSheets is and its functions.
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IBM BigInsights Fundamentals: Exploring IBM Big SQL
After watching this video, you will be able to Identify what IBM Big SQL is and its functions.
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IBM BigInsights Fundamentals: Exploring BigInsights' Text Analytics
After watching this video, you will be able to recognize what BigInsights Text Analytics is and the features it offers.
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IBM BigInsights Fundamentals: Identifying the File System
After watching this video, you will be able to recognize the IBM Open Platform with Apache Hadoop file system.
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IBM BigInsights Fundamentals: Exploring IBM BigInsights' Quick Start Edition
After watching this video, you will be able to identify what IBM BigInsights quick start edition is and the features it offers.
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IBM BigInsights Fundamentals: Exploring IBM BigInsights' On-premises Requirements
After watching this video, you will be able to identify the prerequisites, system requirements, the available docker images, and native install options used to install BigInsights on-premises for the IBM open platform with Apache Hadoop.
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IBM BigInsights Fundamentals: Exploring BigInsights' Use Cases
After watching this video, you will be able to recognize use cases for Hadoop and bit data analytics.
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IBM BigInsights Fundamentals: Creating a Workbook and Exporting the Data
After watching this video, you will be able to use BigSheets to create a master workbook and export the data from the workbook.
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IBM BigInsights Fundamentals: Creating Bar Charts to Visualize Data Using Big R
After watching this video, you will be able to create a bar chart to visualize big data with IBM BigInsights Big R.
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IBM BigInsights Fundamentals: Using IBM BigInsights Big R to Analyze Data
After watching this video, you will be able to work with IBM BIgInsights Big R to analyze data.
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IBM BigInsights Fundamentals: Creating Simple Queries to Analyze Data
After watching this video, you will be able to complete the steps required to create and run a query to analyze data.
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IBM BigInsights Fundamentals: Configuring an SQL Script File
After watching this video, you will be able to recognize the steps required to configure an SQL script file.
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IBM BigInsights Fundamentals: Exporting Workbook Data
After watching this video, you will be able to identify the steps required to export data from workbooks to a CSV file and a browser tab.
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IBM BigInsights Fundamentals: Using IBM BigInsights Big R to Explore a Dataset
After watching this video, you will be able to recognize how to use IBM BigInsights Big R to explore the structure of a dataset.
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IBM BigInsights Fundamentals: Uploading a Dataset to BigInsights Server
After watching this video, you will be able to perform the steps required to upload a dataset to the BigInsights server using Big R.
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IBM BigInsights Fundamentals: Configuring a Big SQL Query to Analyze Data
After watching this video, you will be able to complete the steps to configure and run an Big SQL query to analyze data.
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IBM BigInsights Fundamentals: Creating Views to Represent Data
After watching this video, you will be able to identify the steps required to create a view that will represent data from a query.
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IBM BigInsights Fundamentals: Using BigSheet Diagrams to View Data
After watching this video, you will be able to complete the steps required to view data in BigSheets diagrams.
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IBM BigInsights Fundamentals: Grouping Data in BigSheets
After watching this video, you will be able to complete the steps required to create columns based on grouped data.
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IBM BigInsights Fundamentals: Merging Data Using BigSheets
After watching this video, you will be able to combine data from two workbooks into a single data collection using BigSheets.
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IBM BigInsights Fundamentals: Creating Child Workbooks Using BigSheets
After watching this video, you will be able to recognize the steps required to create child workbooks.
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Exploring Blockchain: Introduction to Blockchain
After watching this video, you will be able to describe the basic purpose of blockchain technology.
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Exploring Blockchain: Who Needs Blockchain?
After watching this video, you will be able to specify the different companies and organizations that would benefit from blockchain technology.
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Exploring Blockchain: Blockchain's History
After watching this video, you will be able to define the history of blockchain from its beginnings to the present.
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Exploring Blockchain: Blockchain's Limitations
After watching this video, you will be able to specify the limitations of blockchain technology.
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Exploring Blockchain: Benefits of Blockchain
After watching this video, you will be able to define the benefits of blockchain technology.
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Exploring Blockchain: Blockchain's Risks
After watching this video, you will be able to describe the potential risks behind blockchain technology.
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Blockchain in Action & IoT: Blockchain in Action
After watching this video, you will be able to describe how blockchain technology is applied in the real world.
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Exploring Blockchain: Exercise: Describe Blockchain
After watching this video, you will be able to describe blockchain technology, industries that use it, and the pros and cons of blockchain.
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Blockchain in Action & IoT: Types of Blockchain
After watching this video, you will be able to specify the different types of blockchains.
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Blockchain in Action & IoT: Examining a Blockchain Transaction
After watching this video, you will be able to describe the steps involved in creating a transaction and adding it to the blockchain.
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Exploring Blockchain: Healthcare
After watching this video, you will be able to define how blockchain is being leveraged in healthcare.
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Exploring Blockchain: Cryptocurrency
After watching this video, you will be able to describe how blockchain is used in cryptocurrencies like Bitcoin.
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Exploring Blockchain: The Supply Chain
After watching this video, you will be able to describe how blockchain is used in supply chain management.
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Exploring Blockchain: Financial Services
After watching this video, you will be able to specify how blockchain is being leveraged in the insurance and banking industries.
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Blockchain in Action & IoT: Introduction to IoT
After watching this video, you will be able to describe the Internet of Things (IoT) and how it's used in everyday life.
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Blockchain in Action & IoT: Blockchain Platforms
After watching this video, you will be able to define various blockchain platforms.
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Blockchain in Action & IoT: Changing the Landscape
After watching this video, you will be able to define how IoT is transformational technology that will change the way we live and the problems that arise from it.
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Trust & Design: The Regulatory Landscape
After watching this video, you will be able to define the current regulatory landscape and how it applies to the use of blockchain technology.
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Trust & Design: The Importance of Trust
After watching this video, you will be able to specify trust and how it applies to the use of blockchain technology.
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Trust & Design: How Blockchain Challenges Trust
After watching this video, you will be able to define how blockchain challenges trust.
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Trust & Design: Blockchain's Problems
After watching this video, you will be able to describe how blockchain technology has issues that need to be addressed.
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Blockchain in Action & IoT: Blockchain IoT Use Cases
After watching this video, you will be able to specify various real-world use cases of blockchain technology.
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Blockchain in Action & IoT: How IoT Can Leverage Blockchain
After watching this video, you will be able to define security issues related to IoT and how IoT can use blockchain technology to be more secure.
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Blockchain in Action & IoT: Exercise: Discuss Blockchain Application and IoT
After watching this video, you will be able to specify blockchain in application and how blockchain can be used to improve the Internet of Things (IoT).
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Blockchain in Action & IoT: IoT Blockchain Tips
After watching this video, you will be able to describe different best practices for leveraging blockchain for IoT.
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Apache Solr Essentials: Field Facets
After watching this video, you will be able to create, run, and examine field-based facet queries.
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Apache Solr Essentials: Facet-based Searching
After watching this video, you will be able to describe facet-based searching using Solr.
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Apache Solr Essentials: Pivot Facets
After watching this video, you will be able to create, run, and examine a pivot-based facet query.
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Apache Solr Essentials: Number Range Facets
After watching this video, you will be able to create, run, and examine number range-based facet queries.
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Apache Solr Essentials: Solr Data Import Handler
After watching this video, you will be able to describe structured data import to Apache Solr.
-
Apache Solr Essentials: Geo-spatial Facets
After watching this video, you will be able to create, run, and examine a geo-special facet.
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Apache Solr Essentials: Solr Search (Query) via the Administration Console
After watching this video, you will be able to search for items in Solr via the Solr Administration console (portal).
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Apache Solr Essentials: Solr Search (Query)
After watching this video, you will be able to query Solr data using command line utilities or browsers using RESTful request.
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Apache Solr Essentials: Combined Searches
After watching this video, you will be able to search for two or more items.
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Apache Solr Essentials: Phrase Searching
After watching this video, you will be able to search for items using phrases.
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Apache Solr Essentials: Creating a DIH Configuration File
After watching this video, you will be able to create a DIH configuration file.
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Apache Solr Essentials: SolrCloud Architecture
After watching this video, you will be able to describe the architecture of a SolrCloud deployment.
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Apache Solr Essentials: Working with Databases
After watching this video, you will be able to import structured data to a Solr index from a database.
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Apache Solr Essentials: Manage and Query Apache Solr
After watching this video, you will be able to work with data in Apache solr, query the index with simple and faceted techniques, and work with Apache SolrCloud.
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Apache Solr Essentials: Working with SolrCloud
After watching this video, you will be able to Work with a SolrCloud deployment.
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Apache Solr Essentials: Download and Install Apache Solr
After watching this video, you will be able to download, install, and run an Apache Solr server instance.
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Apache Solr Essentials: Apache Solr
After watching this video, you will be able to describe the Apache Solr product.
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Apache Solr Essentials: The Solr Service
After watching this video, you will be able to manage the Solr service – start, stop, check if running, the help system, port, etc..
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Apache Solr Essentials: Distribution Architecture
After watching this video, you will be able to examine and navigate the Solr distribution folder structure and the example sub folder.
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Apache Solr Essentials: The Solr Data Model
After watching this video, you will be able to examine Solr documents and fields.
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Apache Solr Essentials: Solr Field Types
After watching this video, you will be able to describe the supported field types.
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Apache Solr Essentials: Solr Field Types and Field Type Properties
After watching this video, you will be able to describe solr fields, field properties, and field types.
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Apache Solr Essentials: Field Analysis and Index Control
After watching this video, you will be able to describe field analysis and index control via analyzers, tokenizers and filters; describe available tokenizer and filters.
-
Apache Solr Essentials: Solr Fields and Field Properties
After watching this video, you will be able to describe Solr Fields and field definition; describe copyField and dynamicField.
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Apache Solr Essentials: Solr Deployment Architecture
After watching this video, you will be able to describe the structure and components of a Solr instance directory: Solr home – cores, schema, configuration.
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Apache Solr Essentials: Solr Administration Console
After watching this video, you will be able to activate and navigate the utilities within the Solr Administration portal.
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Apache Solr Essentials: The Solr Schema
After watching this video, you will be able to examine the structure of a Solr core schema file – schema.xml.
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Apache Solr Essentials: The Solr Home
After watching this video, you will be able to navigate the Solr home directory and examine the Solr instance directory.
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Apache Solr Essentials: Work with the Sample techproducts Collection
After watching this video, you will be able to run the solr script to activate the techproducts example, and try out the search (query tool) feature of the Solr Console (portal).
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Apache Solr Essentials: The Solr Configuration
After watching this video, you will be able to examine the structure of a Solr core configuration file – solrconfig.xml.
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Apache Solr Essentials: Indexing CSV Data to Solr
After watching this video, you will be able to add CSV data to the solr index.
-
Apache Solr Essentials: Indexing JSON Data to Solr
After watching this video, you will be able to add JSON data to the Solr index.
-
Apache Solr Essentials: Logging
After watching this video, you will be able to configure logging via the Solr Administration console.
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Apache Solr Essentials: Documents and Data
After watching this video, you will be able to work with documents and import data via the Solr Administration console.
-
Apache Solr Essentials: Updating Solr Data
After watching this video, you will be able to deploy, configure, and manage an Apache Solr instance, import and control data ingress to Solr core index.
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Apache Solr Essentials: Schema
After watching this video, you will be able to work with a core's schema via the Solr Administration console.
-
Apache Solr Essentials: Create a Solr Core
After watching this video, you will be able to manually create a Solr core from scratch.
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Apache Solr Essentials: Testing Field Types Analysis
After watching this video, you will be able to apply the Solr console analyzer utility to test fields.
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Apache Solr Essentials: Solr Index
After watching this video, you will be able to describe indexing in Solr.
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Apache Solr Essentials: Create and Modify Core's Schema
After watching this video, you will be able to create and modify a core's schema to implement analysis and indexing controls on incoming data.
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Apache Solr Essentials: Indexing XML Data to Solr
After watching this video, you will be able to add XLM data to the Solr index.
-
Apache Solr Essentials: Deleting Items from the Solr
After watching this video, you will be able to remove data object from a Solr.
-
Apache Solr Essentials: Updating Solr Data
After watching this video, you will be able to update existing collection data.
-
Apache Solr Essentials: Solr Search Parameters
After watching this video, you will be able to describe Solr query parameters.
-
Apache Solr Essentials: Solr Search
After watching this video, you will be able to describe the components of Solr search engine.
-
Apache Storm Introduction: Exploring Automation Using Puppet
After watching this video, you will be able to describe the Puppet architecture and some key framework components.
-
Apache Storm Introduction: Integrating Kafka with Storm
After watching this video, you will be able to consume Kafka messages in a Storm topology.
-
Apache Storm Introduction: Storm and HBase/Redis Integration
After watching this video, you will be able to describe how HBase and Redis can be integrated and used as datastores with Apache Storm.
-
Apache Storm Introduction: Integrating JMX and Ganglia
After watching this video, you will be able to describe how JMX and Ganglia can be integrated and used to monitor Storm clusters.
-
Apache Storm Introduction: Installing Apache Hadoop
After watching this video, you will be able to download and install Apache Hadoop on a development machine.
-
Apache Storm Introduction: Analyzing an Apache Storm Cluster
After watching this video, you will be able to launch a Storm topology to a local cluster and view cluster activity in the Storm UI.
-
Apache Storm Introduction: Deploying a Trident Topology to a Cluster
After watching this video, you will be able to deploy a Trident topology to a Storm cluster.
-
Apache Storm Introduction: Setting Up a Maven Project for Thrift Client
After watching this video, you will be able to set up a Maven project in Eclipse IDE that can be used to write Java client code for connecting to a Nimbus Thrift server.
-
Apache Storm Introduction: Adding and Executing Thrift Client Code
After watching this video, you will be able to write Java client code that connects to a Nimbus Thrift server and retrieves Storm cluster statistics.
-
Apache Storm Introduction: Nimbus Analytics and its Use with Apache Storm
After watching this video, you will be able to describe the process of using the Nimbus Thrift client for obtaining Storm cluster metrics.
-
Apache Storm Introduction: Analyzing a Topology Using the Apache Storm UI
After watching this video, you will be able to analyze a Storm topology using the Storm UI.
-
Apache Storm Introduction: Using JMX to Gather Storm Metrics
After watching this video, you will be able to integrate and use JMX in Storm to obtain Storm Nimbus and Supervisor metrics.
-
Apache Storm Introduction: Configuring and Implementing Apache Storm
After watching this video, you will be able to demonstrate increased knowledge of configuring and installing Apache Storm.
-
Apache Storm Introduction: Working with Kafka Producers and Consumers
After watching this video, you will be able to produce and consume a Kafka topic.
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Trust & Design: Why Blockchain Isn’t a Panacea
After watching this video, you will be able to specify the reasons why blockchain isn't an all-encompassing solution.
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Trust & Design: Blockchain Design
After watching this video, you will be able to specify the various considerations for designing blockchain solutions.
-
Trust & Design: Why Designers Should Care
After watching this video, you will be able to define the reasons why designers should be focusing on design in blockchain technology.
-
Trust & Design: The Importance of UX Design
After watching this video, you will be able to define the importance of user experience (UX) design.
-
Trust & Design: The Problem with Blockchain Design
After watching this video, you will be able to describe the various deficiencies of designing with blockchain.
-
Trust & Design: Exercise: Discuss Trust and Design
After watching this video, you will be able to specify blockchain trust and design considerations for blockchain technology.
-
Trust & Design: Blockchain Job Roles
After watching this video, you will be able to discuss the various job roles for blockchain in an organization.
-
Transforming Your Business: How Can Blockchain Transform Your Business?
After watching this video, you will be able to specify how blockchain can transform your business by providing secure and irrefutable transactions.
-
Transforming Your Business: Blockchain and Innovation
After watching this video, you will be able to define how blockchain and innovation go hand-in-hand.
-
Transforming Your Business: How to Begin the Transformation
After watching this video, you will be able to describe the basic steps for beginning a transformation to blockchain technology.
-
Transforming Your Business: Blockchain Case Studies
After watching this video, you will be able to describe various blockchain case studies and how they suggest solutions for real-world applications.
-
Transforming Your Business: Predicting the Future
After watching this video, you will be able to specify the ways in which blockchain may be affecting our lives and the way we do business in the future.
-
Transforming Your Business: How Can Blockchain Save Money?
After watching this video, you will be able to define ways in which blockchain can provide cost savings for organizations.
-
Transforming Your Business: Exercise: Discuss Blockchain Transformation
After watching this video, you will be able to define how to transform businesses with blockchain and the possible future of blockchain.
-
Transforming Your Business: Potential Issues
After watching this video, you will be able to describe the potential problems of relying too heavily on blockchain in the future.
-
Microsoft SQL Server 2016: Configuring the Management Data Warehouse
After watching this video, you will be able to enable and configure a management data warehouse for the data collector service
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Microsoft SQL Server 2016: Enabling a Data Collector
After watching this video, you will be able to configure a data collection
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SQL Server 2014: Installing Integration Services
After watching this video, you will be able to install integration services using the setup wizard.
-
SQL Server 2014: Integration Services Configuration Options
After watching this video, you will be able to recognize the various SSIS configurations.
-
SQL Server 2014: Development Box and Server
After watching this video, you will be able to describe when and how to use the development box and server.
-
SQL Server 2014: SSIS Designer
After watching this video, you will be able to use the SSIS designer graphical tool.
-
SQL Server 2014: Preparing to Install Integration Services
After watching this video, you will be able to prepare to install integration services.
-
SQL Server 2014: SSIS Components
After watching this video, you will be able to describe SSIS components.
-
SQL Server 2014: Use SSIS Custom Components and SCD
After watching this video, you will be able to use SSIS custom components and SCD.
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SQL Server 2014: Destination Components
After watching this video, you will be able to decide when it is appropriate to use a script component vs. a built-in destination component.
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SQL Server 2014: Transformation Components
After watching this video, you will be able to decide when it is appropriate to use a script component vs. a built-in transformation component.
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SQL Server 2014: Error Messages
After watching this video, you will be able to describe how to resolve potential error messages.
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SQL Server 2014: Web Service Source and Destination
After watching this video, you will be able to describe use cases such as web service source and destination.
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SQL Server 2014: Script Components in SSIS
After watching this video, you will be able to describe script components in SSIS.
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SQL Server 2014: SCD Changes
After watching this video, you will be able to describe types of SCD changes.
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SQL Server 2014: Source Components
After watching this video, you will be able to decide when it is appropriate to use a script component vs. a built-in source component.
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SQL Server 2014: Load Partitioned Tables
After watching this video, you will be able to select appropriate load partitioned tables.
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SQL Server 2014: Load Technique: T-SQL
After watching this video, you will be able to select an appropriate load technique (T-SQL).
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SQL Server 2014: Load Technique: SSIS Destination
After watching this video, you will be able to select an appropriate load technique (SSIS Destination).
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SQL Server 2014: Data Mart: Incremental Updates
After watching this video, you will be able to plan for an incremental update of the relational data mart.
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SQL Server 2014: Data Mart
After watching this video, you will be able to describe data mart.
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SQL Server 2014: Bulk Load Options
After watching this video, you will be able to configure bulk load options.
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SQL Server 2014: Indexed Tables
After watching this video, you will be able to plan for loads into indexed tables.
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SQL Server 2014: Data Loading
After watching this video, you will be able to describe data loading.
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SQL Server 2014: Full Data Load Strategy
After watching this video, you will be able to perform a full data load strategy.
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SQL Server 2014: Incremental Data Load Strategy
After watching this video, you will be able to perform an incremental data load strategy.
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SQL Server 2014: Install Integration Services
After watching this video, you will be able to install integration services using the setup wizard.
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SQL Server 2014: Catalog Configuration
After watching this video, you will be able to configure a catalog.
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SQL Server 2014: Provisioning Accounts
After watching this video, you will be able to provision accounts.
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SQL Server 2014: Creating Object Identifiers
After watching this video, you will be able to describe catalog object identifiers.
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SQL Server 2014: Creating Catalogs
After watching this video, you will be able to create the catalog.
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SQL Server 2014: Remote Package Execution
After watching this video, you will be able to install specifics for remote package execution.
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SQL Server 2014: Upgrading
After watching this video, you will be able to upgrade SSIS components.
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SQL Server 2014: 32-bit and 64-bit Installations
After watching this video, you will be able to plan for a 32-bit and 64-bit Installations.
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Oracle Database 12c Revisions: Administrator Authentication
After watching this video, you will be able to describe administrator authentication when connecting to the Oracle Database 12c.
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Oracle Database 12c Revisions: Value-based Auditing
After watching this video, you will be able to describe value-based auditing in Oracle Database 12c.
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Oracle Database 12c Revisions: Applying the Principle of Least Privilege
After watching this video, you will be able to describe how to apply the principle of least privilege in Oracle Database 12c.
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Apache Kafka: Working with Log Compaction
After watching this video, you will be able to describe how log compaction works.
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Apache Kafka: Configuring Replication
After watching this video, you will be able to configure and balance logs and leadership for replication.
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Apache Kafka: Increasing the Replication Factor
After watching this video, you will be able to increase the replication factor for a topic.
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Apache Kafka: Configuring the Log Cleaner
After watching this video, you will be able to configure and use the log cleaner.
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Apache Kafka: Using Storm With Kafka
After watching this video, you will be able to describe how Kafka can be integrated with Storm.
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Apache Kafka: Managing Offsets in Storm
After watching this video, you will be able to manage how Storm uses offsets in a Kafka-Storm application.
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Apache Kafka: Working with a Multi-broker Cluster
After watching this video, you will be able to set up and configure a multi-broker cluster.
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Apache Kafka: Identifying the Benefits of Kafka Clustering
After watching this video, you will be able to describe the availability and durability guarantees of Apache Kafka.
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Apache Kafka: Expanding a Cluster
After watching this video, you will be able to add servers to a Kafka cluster and migrate data to the new servers.
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Apache Kafka: Creating a Kafka-Storm Word Counting Application
After watching this video, you will be able to create a simple Kafka-Storm wordcount application.
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Apache Kafka: Configuring Storm and Kafka
After watching this video, you will be able to install and configure Storm and Kafka.
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Apache Kafka: Creating a Kafka-Spark Word-splitting Application
After watching this video, you will be able to use Kafka and Spark to split words from sentences.
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Apache Kafka: Configuring and Using the KafkaSpout API
After watching this video, you will be able to configure the Kafka Spout for adding stream data into Storm.
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Apache Kafka: Describing the Storm-Kafka Pipeline
After watching this video, you will be able to describe the Storm-Kafka pipeline for processing events.
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Apache Kafka: Planning for Location and Consumer Strategies
After watching this video, you will be able to use LocationStrategies and ConsumerStrategies to improve performance.
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Apache Kafka: Creating a Direct Stream
After watching this video, you will be able to create a direct stream to access Kafka data from Spark.
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Apache Kafka: Managing Offsets
After watching this video, you will be able to use offsets to handle exactly-once semantics.
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Apache Kafka: Using an RDD
After watching this video, you will be able to use an RDD in cases where batch processing would be a better solution.
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Apache Kafka: Writing to Kafka
After watching this video, you will be able to write data back to Kafka from a Storm Bolt.
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Apache Kafka: Reading from Kafka Using the Storm Connector
After watching this video, you will be able to read data from Kafka into Storm.
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Apache Kafka: Reading Data from Kafka
After watching this video, you will be able to read data into Spark from Kafka.
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Apache Kafka: Configuring Spark and Kafka
After watching this video, you will be able to install and configure the Spark Streaming package for Kafka.
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Apache Kafka: Writing Data to Kafka
After watching this video, you will be able to write data back to Kafka from Spark.
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Apache Kafka: Reading Data from Kafka in Parallel
After watching this video, you will be able to read data in parallel into Spark from Kafka.
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Apache Kafka: Writing Data to Kafka in Parallel
After watching this video, you will be able to write data back to Kafka from Spark in parallel.
