Microsoft 70-767 : Implementing a SQL Data Warehouse

70-767 real exams

Exam Code: 70-767

Exam Name: Implementing a SQL Data Warehouse

Updated: Sep 02, 2026

Q & A: 170 Questions and Answers

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About Microsoft 70-767 Exam

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

Download exam skills outline

Skills measured

  • Extract, transform, and load data (40-45%)
  • Build data quality solutions (15-20%)
  • Design, implement, and maintain a data warehouse (35-40%)

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

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Microsoft 70-767 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Design, implement, and maintain a data warehouse35–40%- 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
- Design and implement indexes
  • 1. Choose appropriate indexing strategies
  • 2. Implement clustered, nonclustered, and columnstore indexes
Topic 2: Extract, transform, and load data40–45%- 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
- Implement incremental data loads
  • 1. Use change data capture and temporal tables
  • 2. Detect changed data
- Deploy and configure SSIS solutions
  • 1. Configure SSIS catalog and environments
  • 2. Deploy SSIS projects and packages
Topic 3: Build data quality solutions15–20%- Maintain data quality
  • 1. Implement data validation rules
  • 2. Monitor data consistency
- Implement Master Data Services (MDS)
  • 1. Use MDS tools and web application
  • 2. Create and manage MDS models and entities
- Implement Data Quality Services (DQS)
  • 1. Perform data cleansing and matching
  • 2. Build and manage DQS knowledge bases

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