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This exam is intended for extract, transform, and load (ETL) and data warehouse developers who create business intelligence (BI) solutions. Their responsibilities include data cleansing, in addition to ETL and data warehouse implementation.
Part of the requirements for: MCSA: SQL 2016 BI Development MCSE: Data Management and Analytics
Reference: https://www.microsoft.com/en-us/learning/exam-70-767.aspx
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| Section | Objectives |
|---|---|
| Topic 1: Building and Implementing a Data Warehouse | - Create and configure tables and indexes - Implement ETL processes using SSIS - Load and transform data from multiple sources |
| Topic 2: Data Transformation and Data Flow | - Implement data cleansing and transformation logic - Manage slowly changing dimensions (SCD) - Implement data flow tasks in SSIS |
| Topic 3: Optimizing and Troubleshooting Data Warehouse | - Monitor and troubleshoot ETL processes - Optimize query performance (indexes, distribution, partitioning) - Manage workload performance in SQL data warehouse |
| Topic 4: Securing and Maintaining Data Warehouse Solutions | - Implement authentication and authorization - Maintain backup and recovery strategies - Manage encryption and data protection |
| Topic 5: Designing Data Warehouse Solutions | - Design data warehouse schema (star/snowflake) - Design data storage and partitioning strategy - Design data distribution strategy in SQL Server / Azure SQL DW |
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