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

Microsoft PL-300 Deutsch Exam Syllabus Topics:

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

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