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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

Understanding functional and technical aspects of Exam DA-100: Analyzing Data with Microsoft Power BI Visualize the data

The following will be discussed in MICROSOFT DA-100 exam dumps:

  • Choose an appropriate visualization type
  • Create reports
  • Configure automatic page refresh
  • Edit and configure interactions between visuals
  • Configure data alerts
  • Configure navigation for a report
  • Use drillthrough and cross filter
  • Add an R or Python visual
  • Use the Q&A feature
  • Set mobile view
  • Pin a live report page to a dashboard
  • Configure data classification
  • Create custom tooltips
  • Configure conditional formatting
  • Add a dashboard theme
  • Configure Sync Slicers
  • Create dashboards
  • Enrich reports for usability
  • Design reports for mobile devices
  • Configure the report page
  • Format and configure visualizations
  • Import a custom visual
  • Drilldown into data using interactive visuals
  • Manage tiles on a dashboard
  • Export report data
  • Use the selection pane
  • Configure bookmarks
  • Design and configure for accessibility
  • Apply sorting
  • Add visualization items to reports
  • Apply slicing and filtering

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

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Understanding functional and technical aspects of Exam DA-100: Analyzing Data with Microsoft Power BI Prepare the data

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  • Identify data anomalies
  • Choose an appropriate query type
  • Resolve inconsistencies, unexpected or null values, and data quality issues
  • Resolve data import errors
  • Apply user-friendly naming conventions to columns and queries
  • Interrogate data statistics
  • Leverage Advanced Editor to modify Power Query M code
  • Interrogate column properties
  • Identify query performance issues
  • Use parameters
  • Configure data loading
  • Use Microsoft Dataverse
  • Identify and connect to a data source
  • Apply data shape transformations to table structures
  • Combine queries
  • Evaluate and transform column data types
  • Change data source settings
  • Select a shared dataset or create a local dataset
  • Select a storage mode
  • Use or create a data flow
  • Apply user-friendly value replacements
  • Use or create a PBIDS file
  • Examine data structures
  • Identify and create appropriate keys for joins

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Microsoft DA-100 Deutsch Exam Syllabus Topics:

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