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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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Reference: https://www.microsoft.com/en-us/learning/exam-70-767.aspx

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Microsoft 070-767 Exam Syllabus Topics:

SectionObjectives
Topic 1: Designing Data Warehouse Solutions- Design data storage and partitioning strategy
- Design data warehouse schema (star/snowflake)
- Design data distribution strategy in SQL Server / Azure SQL DW
Topic 2: Building and Implementing a Data Warehouse- Implement ETL processes using SSIS
- Load and transform data from multiple sources
- Create and configure tables and indexes
Topic 3: Optimizing and Troubleshooting Data Warehouse- Optimize query performance (indexes, distribution, partitioning)
- Monitor and troubleshoot ETL processes
- Manage workload performance in SQL data warehouse
Topic 4: Securing and Maintaining Data Warehouse Solutions- Maintain backup and recovery strategies
- Implement authentication and authorization
- Manage encryption and data protection
Topic 5: Data Transformation and Data Flow- Implement data cleansing and transformation logic
- Manage slowly changing dimensions (SCD)
- Implement data flow tasks in SSIS

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