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Last Updated: Aug 27, 2026
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| Section | Objectives |
|---|---|
| Data Transformation and Data Flow | - Manage slowly changing dimensions (SCD) - Implement data cleansing and transformation logic - Implement data flow tasks in SSIS |
| Securing and Maintaining Data Warehouse Solutions | - Implement authentication and authorization - Maintain backup and recovery strategies - Manage encryption and data protection |
| Optimizing and Troubleshooting Data Warehouse | - Monitor and troubleshoot ETL processes - Manage workload performance in SQL data warehouse - Optimize query performance (indexes, distribution, partitioning) |
| Designing Data Warehouse Solutions | - Design data distribution strategy in SQL Server / Azure SQL DW - Design data warehouse schema (star/snowflake) - Design data storage and partitioning strategy |
| Building and Implementing a Data Warehouse | - Implement ETL processes using SSIS - Load and transform data from multiple sources - Create and configure tables and indexes |
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