MS/20767B : Implementing a SQL Data Warehouse

Module 1: Introduction to Data Warehousing

• Lesson
• Overview of Data Warehousing
• Considerations for a Data Warehouse Solution
• Lab : Exploring a Data Warehouse Solution
• Exploring data sources
• Exploring an ETL process
• Exploring a data warehouse

Module 2: Planning Data Warehouse Infrastructure

• Lesson
• Considerations for data warehouse infrastructure.
• Planning data warehouse hardware.
• Lab : Planning Data Warehouse Infrastructure
• Planning data warehouse hardware

Module 3: Designing and Implementing a Data Warehouse

• Lesson
• Data warehouse design overview
• Designing dimension tables
• Designing fact tables
• Physical Design for a Data Warehouse
• Lab : Implementing a Data Warehouse Schema
• Implementing a star schema
• Implementing a snowflake schema
• Implementing a time dimension table

Module 4: Columnstore Indexes

• Lesson
• Introduction to Columnstore Indexes
• Creating Columnstore Indexes
• Working with Columnstore Indexes
• Lab : Using Columnstore Indexes
• Create a Columnstore index on the FactProductInventory table
• Create a Columnstore index on the FactInternetSales table
• Create a memory optimized Columnstore table

Module 5: Implementing an Azure SQL Data Warehouse

• Lesson
• Advantages of Azure SQL Data Warehouse
• Implementing an Azure SQL Data Warehouse
• Developing an Azure SQL Data Warehouse
• Migrating to an Azure SQ Data Warehouse
• Copying data with the Azure data factory
• Lab : Implementing an Azure SQL Data Warehouse
• Create an Azure SQL data warehouse database
• Migrate to an Azure SQL Data warehouse database
• Copy data with the Azure data factory

Module 6: Creating an ETL Solution

• Lesson
• Introduction to ETL with SSIS
• Exploring Source Data
• Implementing Data Flow
• Lab : Implementing Data Flow in an SSIS Package
• Exploring source data
• Transferring data by using a data row task
• Using transformation components in a data row

Module 7: Implementing Control Flow in an SSIS Package

• Lesson
• Introduction to Control Flow
• Creating Dynamic Packages
• Using Containers
• Managing consistency.
• Lab : Implementing Control Flow in an SSIS Package
• Using tasks and precedence in a control flow
• Using variables and parameters
• Using containers
• Lab : Using Transactions and Checkpoints
• Using transactions
• Using checkpoints

Module 8: Debugging and Troubleshooting SSIS Packages

• Lesson
• Debugging an SSIS Package
• Logging SSIS Package Events
• Handling Errors in an SSIS Package
• Lab : Debugging and Troubleshooting an SSIS Package
• Debugging an SSIS package
• Logging SSIS package execution
• Implementing an event handler
• Handling errors in data flow

Module 9: Implementing a Data Extraction Solution

• Lesson
• Introduction to Incremental ETL
• Extracting Modified Data
• Loading modified data
• Temporal Tables
• Lab : Extracting Modified Data
• Using a datetime column to incrementally extract data
• Using change data capture
• Using the CDC control task
• Using change tracking
• Lab : Loading a data warehouse
• Loading data from CDC output tables
• Using a lookup transformation to insert or update dimension data
• Implementing a slowly changing dimension
• Using the merge statement

Module 10: Enforcing Data Quality

• Lesson
• Introduction to Data Quality
• Using Data Quality Services to Cleanse Data
• Using Data Quality Services to Match Data
• Lab : Cleansing Data
• Creating a DQS knowledge base
• Using a DQS project to cleanse data
• Using DQS in an SSIS package
• Lab : De-duplicating Data
• Creating a matching policy
• Using a DS project to match data

Module 11: Using Master Data Services

• Lesson
• Introduction to Master Data Services
• Implementing a Master Data Services Model
• Hierarchies and collections
• Creating a Master Data Hub
• Lab : Implementing Master Data Services
• Creating a master data services model
• Using the master data services add-in for Excel
• Enforcing business rules
• Loading data into a model
• Consuming master data services data

Module 12: Extending SQL Server Integration Services (SSIS)

• Lesson
• Using scripting in SSIS
• Using custom components in SSIS
• Lab : Using scripts
• Using a script task

Module 13: Deploying and Configuring SSIS Packages

• Lesson
• Overview of SSIS Deployment
• Deploying SSIS Projects
• Planning SSIS Package Execution
• Lab : Deploying and Configuring SSIS Packages
• Creating an SSIS catalog
• Deploying an SSIS project
• Creating environments for an SSIS solution
• Running an SSIS package in SQL server management studio
• Scheduling SSIS packages with SQL server agent

Module 14: Consuming Data in a Data Warehouse

• Lesson
• Introduction to Business Intelligence
• An Introduction to Data Analysis
• Introduction to reporting
• Analyzing Data with Azure SQL Data Warehouse
• Lab : Using a data warehouse
• Exploring a reporting services report
• Exploring a PowerPivot workbook
• Exploring a power view report