Microsoft 70-767 : Implementing a SQL Data Warehouse

  • Exam Code: 70-767
  • Exam Name: Implementing a SQL Data Warehouse
  • Updated: Sep 14, 2026     Q & A: 170 Questions and Answers

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Skills measured

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

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

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Languages: English

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.

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Following are some reference material for actual Microsoft 70-767 exam test

Microsoft 70-767 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Extract, transform, and load data40–45%- 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
- 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
Topic 2: Build data quality solutions15–20%- Implement Data Quality Services (DQS)
  • 1. Perform data cleansing and matching
  • 2. Build and manage DQS knowledge bases
- Implement Master Data Services (MDS)
  • 1. Create and manage MDS models and entities
  • 2. Use MDS tools and web application
- Maintain data quality
  • 1. Implement data validation rules
  • 2. Monitor data consistency
Topic 3: 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
- Design and implement indexes
  • 1. Implement clustered, nonclustered, and columnstore indexes
  • 2. Choose appropriate indexing strategies
- Implement data warehouse storage
  • 1. Configure filegroups and partitions
  • 2. Plan storage requirements

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