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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.
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Microsoft 70-767 Exam Reference
Reference: https://www.microsoft.com/en-us/learning/exam-70-767.aspx
Skills measured
- Extract, transform, and load data (40-45%)
- Build data quality solutions (15-20%)
- Design, implement, and maintain a data warehouse (35-40%)
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Microsoft 070-767 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Securing and Maintaining Data Warehouse Solutions | - Manage encryption and data protection - Maintain backup and recovery strategies - Implement authentication and authorization |
| Data Transformation and Data Flow | - Implement data flow tasks in SSIS - Manage slowly changing dimensions (SCD) - Implement data cleansing and transformation logic |
| Designing Data Warehouse Solutions | - Design data distribution strategy in SQL Server / Azure SQL DW - Design data storage and partitioning strategy - Design data warehouse schema (star/snowflake) |
| Optimizing and Troubleshooting Data Warehouse | - Monitor and troubleshoot ETL processes - Manage workload performance in SQL data warehouse - Optimize query performance (indexes, distribution, partitioning) |
| Building and Implementing a Data Warehouse | - Create and configure tables and indexes - Implement ETL processes using SSIS - Load and transform data from multiple sources |
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