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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日本語 Exam Syllabus Topics:

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

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