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Reference: https://docs.microsoft.com/en-us/learn/certifications/exams/pl-300

Understanding Microsoft Power BI Data Analyst Certification Exam Topics

Microsoft Power BI Data Analyst Certification Exam Topics are below:

  • Prepare the data (15-20%)
  • Visualize and analyze the data (25-30%)
  • Model the data (30-35%)
  • Deploy and maintain assets (20-25%)

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Microsoft PL-300日本語 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Visualize and analyze data25-30%- Perform data analysis
  • 1. Interpret results and identify trends
    • 2. Implement custom visuals and R/Python scripts
      • 3. Create and manage bookmarks and tooltips
        - Enhance reports with analytics
        • 1. Create paginated reports
          • 2. Apply conditional formatting and custom visuals
            • 3. Use AI visuals, forecasts, and key influencers
              - Create reports and dashboards
              • 1. Create dashboards and pinned elements
                • 2. Design report layout, formatting, and interactivity
                  • 3. Choose appropriate visualizations
                    • 4. Apply filters, slicers, and drill-through
                      Topic 2: Prepare the data25-30%- Profile and clean data
                      • 1. Transform data using Power Query Editor
                        • 2. Manage data types, columns, and rows
                          • 3. Resolve inconsistencies, null values, and errors
                            • 4. Evaluate data statistics and column properties
                              - Load and configure data
                              • 1. Configure data refresh settings
                                • 2. Integrate data from multiple sources
                                  • 3. Define table structures and properties
                                    - Get or connect to data
                                    • 1. Choose storage modes: Import, DirectQuery, DirectLake
                                      • 2. Identify and connect to data sources or shared semantic models
                                        • 3. Create and modify parameters
                                          • 4. Configure data source settings, credentials, and privacy levels
                                            Topic 3: Manage and secure Power BI15-20%- Manage workspaces and assets
                                            • 1. Publish, update, and organize reports/datasets
                                              • 2. Create and configure workspaces
                                                • 3. Manage data refresh and scheduled updates
                                                  - Implement security and governance
                                                  • 1. Configure row-level security (RLS) and object-level security
                                                    • 2. Manage permissions and access
                                                      • 3. Apply data sensitivity labels and protection
                                                        - Deploy and distribute content
                                                        • 1. Embed content in applications or websites
                                                          • 2. Share reports, dashboards, and apps
                                                            • 3. Monitor usage and performance
                                                              Topic 4: Model the data25-30%- Create model calculations
                                                              • 1. Implement aggregation and time intelligence
                                                                • 2. Use DAX: calculated columns, calculated tables, measures
                                                                  • 3. Use CALCULATE and filter context
                                                                    - Optimize model performance
                                                                    • 1. Reduce cardinality and data size
                                                                      • 2. Optimize relationships and calculations
                                                                        • 3. Use aggregations and composite models
                                                                          - Design data models
                                                                          • 1. Create common date tables
                                                                            • 2. Implement role-playing dimensions
                                                                              • 3. Define tables, columns, and hierarchies
                                                                                • 4. Create relationships: cardinality, cross-filter direction, security

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