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The Microsoft 070-767 exam measures a candidate's ability to design and implement a data warehouse using SQL Server, including planning, designing, and implementing data flow, control flow, and data warehouse architecture. It also tests knowledge of ETL (Extract, Transform, Load) processes, SSIS (SQL Server Integration Services), and data quality services. Candidates are also tested on their ability to manage and maintain a data warehouse solution.

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Microsoft 070-767 certification exam covers a wide range of topics related to implementing a SQL data warehouse, including designing and implementing ETL control flow elements, designing and implementing data flows, managing, and maintaining a data warehouse, and designing and implementing a data warehouse.

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

The Microsoft 070-767 exam is designed for IT professionals who have experience working with SQL Server and related technologies. 070-767 exam measures the candidate's ability to design and implement a data warehouse, extract, transform, and load data, and build data quality solutions. Candidates are also tested on their skills in managing and maintaining a data warehouse, designing and implementing security, and implementing an ETL solution.

Microsoft 070-767 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Extract, transform, and load data40–45%- 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
- 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
Topic 2: Build data quality solutions15–20%- Implement Data Quality Services (DQS)
  • 1. Build and manage DQS knowledge bases
  • 2. Perform data cleansing and matching
- 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
Topic 3: 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. Implement slowly changing dimensions
  • 2. Design shared and conformed dimensions
  • 3. Design and implement partitioned tables and views
- Implement data warehouse storage
  • 1. Configure filegroups and partitions
  • 2. Plan storage requirements

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