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