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Reference: https://docs.microsoft.com/en-us/learn/certifications/exams/dp-500

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Skills measured

  • Explore and visualize data (20–25%)
  • Query and transform data (20–25%)
  • Implement and manage a data analytics environment (25–30%)
  • Implement and manage data models (25–30%)

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Microsoft DP-500 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Query and Transform Data20-25%- Query data sources
  • 1. Analyze data with Azure Synapse Analytics
  • 2. Use Spark for data exploration
  • 3. Query relational data using T-SQL
- Transform and prepare data
  • 1. Prepare scalable datasets
  • 2. Create and manage dataflows
  • 3. Optimize Power Query transformations
Topic 2: Implement and Manage Data Models30-35%- Implement advanced modeling techniques
  • 1. Create calculation groups
  • 2. Implement DirectQuery solutions
  • 3. Create model relationships
- Design scalable semantic models
  • 1. Optimize model performance
  • 2. Select appropriate model frameworks
  • 3. Create star schema models
- Secure analytical models
  • 1. Manage access and permissions
  • 2. Implement row-level security
Topic 3: Implement and Manage a Data Analytics Environment25-30%- Administer analytics environments
  • 1. Manage workspaces and capacities
  • 2. Configure Power BI tenant settings
  • 3. Monitor and audit analytics solutions
- Manage analytics lifecycle
  • 1. Manage reusable assets
  • 2. Implement deployment pipelines
  • 3. Apply source control and ALM strategies
- Govern and manage data assets
  • 1. Use Microsoft Purview to catalog and discover data assets
  • 2. Manage enterprise data governance processes
Topic 4: Explore and Visualize Data20-25%- Analyze data
  • 1. Use Azure Synapse Analytics for exploration
  • 2. Perform advanced analytics
- Create visualizations and reports
  • 1. Design effective dashboards
  • 2. Optimize report performance
  • 3. Build enterprise-scale Power BI reports

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