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Upon completion of this single exam and obtaining the certification, the path doesn’t end. The candidates can pursue other Microsoft certificates to expand their competence area. These include the options such as Microsoft Certified: Azure Data Engineer Associate and Microsoft Certified: Azure Data Scientist Associate, to name a few.

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4. Data Analysis (10-15%):

This section requires your skills in:

  • Enhancing reports to expose insights: The candidates should have the expertise in personalizing visuals, applying filters & slicers and conditional formatting. They also need to demonstrate their skills in exploring statistical summary, creating reference lines with Analytics pane, and using Q&A visuals, among others.
  • Caring out advanced analysis: This subject area covers your skills in identifying outliers, using binnings & groupings, conducting Time Series Analysis, and applying AI Insights. The students should also have competence in using decomposition tree visuals to dissect a measure and use Key Influencers for the exploration of dimensional variances.

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

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

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

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

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Microsoft DA-100 Exam Syllabus Topics:

SectionWeightObjectives
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
          Visualize the data25-30%- Enhance reports
          • 1. Use bookmarks and navigation elements
            • 2. Apply filters, slicers, and drill-through
              - Create reports
              • 1. Design interactive reports in Power BI Desktop
                • 2. Use visuals such as charts, maps, and tables
                  Prepare the data20-25%- Get data from data sources
                  • 1. Connect to data sources (files, databases, cloud services)
                    • 2. Select appropriate storage modes (Import, DirectQuery, Composite)
                      - Clean and transform data
                      • 1. Use Power Query Editor for data shaping
                        • 2. Handle missing, duplicate, and inconsistent data
                          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
                                  Analyze the data10-15%- Perform advanced analytics
                                  • 1. Apply statistical measures in reports
                                    • 2. Use DAX time intelligence functions
                                      - Analyze data patterns
                                      • 1. Use AI visuals and quick insights
                                        • 2. Identify trends and outliers

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