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  • 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 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Build data quality solutions15–20%- Maintain data quality
  • 1. Monitor data consistency
  • 2. Implement data validation rules
- Implement Master Data Services (MDS)
  • 1. Create and manage MDS models and entities
  • 2. Use MDS tools and web application
- Implement Data Quality Services (DQS)
  • 1. Perform data cleansing and matching
  • 2. Build and manage DQS knowledge bases
Topic 2: Design, implement, and maintain a data warehouse35–40%- Design and implement indexes
  • 1. Implement clustered, nonclustered, and columnstore indexes
  • 2. Choose appropriate indexing strategies
- Design and implement dimension and fact tables
  • 1. Implement slowly changing dimensions
  • 2. Design shared and conformed dimensions
  • 3. Design and implement partitioned tables and views
- Implement data warehouse storage
  • 1. Plan storage requirements
  • 2. Configure filegroups and partitions
Topic 3: Extract, transform, and load data40–45%- Design and implement ETL control flow
  • 1. Use SSIS containers and tasks
  • 2. Implement error handling and logging
- Deploy and configure SSIS solutions
  • 1. Configure SSIS catalog and environments
  • 2. Deploy SSIS projects and packages
- Implement incremental data loads
  • 1. Use change data capture and temporal tables
  • 2. Detect changed data
- Design and implement ETL data flow
  • 1. Apply transformations and lookups
  • 2. Use SSIS data sources and destinations

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