2014
Lynda
Martin Guidry
3:06
English
Learn how to design and implement an enterprise data warehouse. Microsoft Certified Trainer Martin Guidry shows how to design fact and dimension tables using both the star and snowflake techniques, use data quality services to cleanse data, and implement an ETL process with SQL Server integration services.
Introduction
Welcome
What you should know
Using the exercise files
1. Setting Up the Environment
Finding and downloading SQL Server 2012 trial edition
Installing SQL Server 2012 trial edition
Finding and installing the sample data
2. Introduction to Data Warehousing
Overview of data warehousing
Understanding the differences between typical databases and data warehouses
Implementing a data warehouse using a SQL database engine
3. Designing a Data Warehouse
Logical design for a data warehouse
Choosing between star and snowflake schema design techniques
Physical design for a data warehouse
4. Data Warehouse Hardware
Considerations for building a data warehouse
Data warehouse reference architectures
Appliances and big data
5. Creating an Extract Transform and Load (ETL) Solution with SQL Server Integration Services (SSIS)
Introduction to ETL with SSIS
Exploring source data
Introduction to control flow
Implementing data flow
6. Debugging and Troubleshooting SSIS Packages
Debugging an SSIS package
Logging SSIS package events
Handling errors in an SSIS package
7. Implementing an Incremental ETL Process
Introduction to incremental ETL
Extracting modified data
Loading modified data
Working with slowly changing dimensions
8. Deploying and Configuring SSIS Packages
Installing and maintaining SSIS components
Deploying SSIS solutions
Using SQL Server Agent to execute an ETL package
Configuring advanced SSIS settings
9. Enforcing Data Quality
Installing Data Quality Services
Using Data Quality Services to cleanse data
Using Data Quality Services to find duplicate data
Utilizing Data Quality Services in an SSIS data flow
10. Consuming Data in a Data Warehouse
Introduction to business intelligence
Using Reporting Services with a data warehouse
Introduction to data analysis with SQL Server Analysis Services (SSAS)
Conclusion
Next steps
Download File Size:310.15 MB
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