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5. Deliverables Deployment and Maintenance (10-15%):

The topics for this part are the following:

  • Datasets management: In the framework of this subtopic, the applicants will be evaluated based on their skills in configuring incremental refresh settings, dataset scheduled refresh, and group membership for row-level security. It will also measure their skills in providing access to the datasets and certifying or promoting Power BI content.
  • Workspaces creation and management: The test takers must have competence in assigning workspace roles, using deployment pipeline, updating and configuring workspace apps, and applying sensitivity labels for workspace content. It also requires their skills in importing, updating, and publishing assets in workspaces, as well as recommending the development lifecycle strategy.

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Exam DA-100: Analyzing Data with Microsoft Power BI

Data Analysts enable businesses to maximize the value of their data assets by using Microsoft Power BI. As a subject matter expert, Data Analysts are responsible for designing and building scalable data models, cleaning and transforming data, and enabling advanced analytic capabilities that provide meaningful business value through easy-to-comprehend data visualizations. Data Analysts also collaborate with key stakeholders across verticals to deliver relevant insights based on identified business requirements.

The Data Analyst should have a fundamental understanding of data repositories and data processing both on-premises and in the cloud.

Part of the requirements for: Microsoft Certified: Data Analyst Associate

Download exam skills outline

Reference: https://docs.microsoft.com/en-us/learn/certifications/exams/da-100

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Microsoft DA-100 Deutsch Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Analyze the data10-15%- Perform advanced analytics
  • 1. Use DAX time intelligence functions
    • 2. Apply statistical measures in reports
      - Analyze data patterns
      • 1. Identify trends and outliers
        • 2. Use AI visuals and quick insights
          Topic 2: Deploy and maintain deliverables10-15%- Secure and share content
          • 1. Implement row-level security (RLS)
            • 2. Share dashboards with users and groups
              - Manage workspaces and datasets
              • 1. Publish reports to Power BI Service
                • 2. Configure dataset refresh schedules
                  Topic 3: Prepare the data20-25%- Clean and transform data
                  • 1. Handle missing, duplicate, and inconsistent data
                    • 2. Use Power Query Editor for data shaping
                      - Get data from data sources
                      • 1. Connect to data sources (files, databases, cloud services)
                        • 2. Select appropriate storage modes (Import, DirectQuery, Composite)
                          Topic 4: Visualize the data25-30%- Enhance reports
                          • 1. Apply filters, slicers, and drill-through
                            • 2. Use bookmarks and navigation elements
                              - Create reports
                              • 1. Design interactive reports in Power BI Desktop
                                • 2. Use visuals such as charts, maps, and tables
                                  Topic 5: Model the data25-30%- Design data models
                                  • 1. Design star and snowflake schemas
                                    • 2. Create relationships between tables
                                      - Create calculated columns and measures
                                      • 1. Optimize model performance
                                        • 2. Use DAX for calculations

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