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For more info about Exam DA-100: Analyzing Data with Microsoft Power BI

Exam DA-100: Analyzing Data with Microsoft Power BI

The Microsoft DA-100: Analyzing Data with Microsoft Power BI exam measures the capability of the individuals to complete certain technical tasks. These include preparing data, visualizing data, modeling data, analyzing data, and maintaining and deploying deliverables. This is the only test that is required to earn the Microsoft Certified: Data Analyst Associate certification.

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 Model the data

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

  • Define role-playing dimensions
  • Design the data model to meet performance requirements
  • Configure table and column properties
  • Define a relationship's cardinality and cross-filter direction
  • Set up the Q&A feature
  • Use DAX to build complex measures
  • Apply cross-filter direction and security filtering
  • Optimize model performance
  • Develop a data model
  • Remove unnecessary rows and columns
  • Implement row-level security roles
  • Use CALCULATE to manipulate filters
  • Create calculated tables
  • Create semi-additive measures
  • Flatten out a parent-child hierarchy
  • Create calculated columns
  • Use basic statistical functions to enhance data
  • Define the tables
  • Design a data model
  • Improve cardinality levels by changing data types
  • Create hierarchies
  • Resolve many-to-many relationships
  • Create a common date table
  • Define the appropriate level of data granularity
  • Replace numeric columns with measures
  • Improve cardinality levels through summarization
  • Create and manage aggregations
  • Implement Time Intelligence using DAX
  • Define quick measures
  • Create measures by using DAX
  • Identify poorly performing measures, relationships, and visuals

Microsoft DA-100 Exam Syllabus Topics:

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