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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

Download exam skills outline

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

Microsoft 070-767 Exam Overview:

Certification Vendor:Microsoft
Exam Name:Implementing a Data Warehouse using SQL
Exam Number:70-767
Certificate Validity Period:Retired January 31, 2021; valid until expiration per earned certification
Exam Price:$165 USD
Real Exam Qty:40–60
Exam Format:Multiple choice, Performance-based items, Case studies, Multiple response
Exam Duration:120–150
Passing Score:700 (on a scale of 1–1000)
Related Certifications:MCSE: Data Management and Analytics
Available Languages:English
Recommended Training:Microsoft Official Course 20767: Implementing a SQL Data Warehouse
Exam Ref 70-767 Microsoft Press
Exam Registration:Microsoft Exam Registration
Sample Questions:Microsoft 070-767 Sample Questions
Exam Way:Proctored online or at authorized test centers (before retirement)
Pre Condition:Working knowledge of Transact-SQL, relational databases, and basic ETL concepts; no mandatory prerequisite exam
Official Syllabus URL:https://learn.microsoft.com/en-us/credentials/certifications/exams/70-767/

Microsoft 070-767 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Design, implement, and maintain a data warehouse35–40%- Design and implement indexes
  • 1. Choose appropriate indexing strategies
  • 2. Implement clustered, nonclustered, and columnstore indexes
- Design and implement dimension and fact tables
  • 1. Design and implement partitioned tables and views
  • 2. Implement slowly changing dimensions
  • 3. Design shared and conformed dimensions
- Implement data warehouse storage
  • 1. Configure filegroups and partitions
  • 2. Plan storage requirements
Topic 2: Build data quality solutions15–20%- Implement Master Data Services (MDS)
  • 1. Create and manage MDS models and entities
  • 2. Use MDS tools and web application
- 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
- 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
- Deploy and configure SSIS solutions
  • 1. Configure SSIS catalog and environments
  • 2. Deploy SSIS projects and packages

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