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

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Exam 70-767: Implementing a Data Warehouse using SQL

This exam retired on January 31, 2021. For currently available options, please refer to the Browse Certifications and Exams page.

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.

As of March 2017, this exam was updated. To learn more about these changes and how they affect the skills measured, please download and review the exam 70-767 change document.

Part of the requirements for: MCSA: SQL 2016 BI Development MCSE: Data Management and Analytics

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Microsoft 070-767 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Design, implement, and maintain a data warehouse35–40%- Implement data warehouse storage
  • 1. Configure filegroups and partitions
  • 2. Plan storage requirements
- Design and implement indexes
  • 1. Implement clustered, nonclustered, and columnstore indexes
  • 2. Choose appropriate indexing strategies
- Design and implement dimension and fact tables
  • 1. Design shared and conformed dimensions
  • 2. Implement slowly changing dimensions
  • 3. Design and implement partitioned tables and views
Topic 2: 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. Monitor data consistency
  • 2. Implement data validation rules
- Implement Data Quality Services (DQS)
  • 1. Build and manage DQS knowledge bases
  • 2. Perform data cleansing and matching
Topic 3: 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. Configure SSIS catalog and environments
  • 2. Deploy SSIS projects and packages
- 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. Use SSIS data sources and destinations
  • 2. Apply transformations and lookups

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