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Last Updated: Aug 06, 2026

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However, if you would like to use different source data/tables in the same project, link them together and perform transformations on the data in Power BI as well, then the level of difficulty increases. Learning this will take of course more time. What we believe will also help is to get a general understanding of how data cleansing works and data integration in general. We offer MICROSOFT DA-100 practice exams and MICROSOFT DA-100 practice test for this purpose.

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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:

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

Exam Topics for Exam DA-100: Analyzing Data with Microsoft Power BI

The following will be discussed in MICROSOFT DA-100 practice exams and MICROSOFT DA-100 practice test:

  • Analyze the data
  • Model the data
  • Deploy and maintain deliverables
  • Visualize the data
  • Prepare the data

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: Model the data30%- Create measures by using DAX
  • 1. Use DAX logical functions
  • 2. Create calculated measures
  • 3. Use DAX aggregation functions
  • 4. Implement Time Intelligence using DAX
  • 5. Create semi-additive measures
- Design a data model
  • 1. Define quick measures
  • 2. Configure table and column properties
  • 3. Define a relationship's cross-filter direction and security filtering
  • 4. Define the tables
  • 5. Design and implement role-playing dimensions
- Develop a data model
  • 1. Create calculated columns
  • 2. Implement row-level security roles
  • 3. Create hierarchies
  • 4. Create calculated tables
- Optimize model performance
  • 1. Improve performance by identifying and removing unnecessary rows and columns
  • 2. Improve performance by choosing optimal data types
  • 3. Optimize Power Query transformations
Topic 2: Analyze the data15%- Perform advanced analysis
  • 1. Perform What-if analysis
  • 2. Identify outliers
  • 3. Use advanced analytical custom visuals
  • 4. Use the Analyze feature
- Enhance reports for usability and storytelling
  • 1. Configure bookmarks
  • 2. Group and layer visuals
  • 3. Create custom tooltips
  • 4. Apply sorting
  • 5. Edit and configure interactions between visuals
  • 6. Configure sync slicers
  • 7. Configure navigation for a report
Topic 3: Visualize the data25%- Create reports
  • 1. Add visualization items to reports
  • 2. Apply slicing and filtering
  • 3. Create and manage bookmarks
  • 4. Choose an appropriate visualization type
  • 5. Format and configure visualizations
  • 6. Import a custom visual
  • 7. Configure conditional formatting
- Enforce accessibility
  • 1. Design accessible reports
  • 2. Configure tab order
  • 3. Use accessibility features
- Create dashboards
  • 1. Configure data alerts
  • 2. Set mobile view
  • 3. Use the Q&A feature
  • 4. Manage tiles on a dashboard
Topic 4: Prepare the data20%- Profile the data
  • 1. Identify data anomalies
  • 2. Interpret data distribution and variance
  • 3. Examine data structures
- Clean the data
  • 1. Resolve inconsistencies, unexpected or null values, and data quality issues
  • 2. Evaluate data, including data statistics and column properties
  • 3. Resolve data import errors
- Get data from different data sources
  • 1. Choose an appropriate Power BI data source
  • 2. Identify and connect to a data source
  • 3. Select a storage mode
  • 4. Select a shared dataset or create a local dataset
  • 5. Change data source settings
- Transform and load the data
  • 1. Select appropriate column data types
  • 2. Create and transform tables
  • 3. Define relationship cardinality and cross-filter direction
  • 4. Create and transform columns
  • 5. Design a star schema
Topic 5: Deploy and maintain deliverables10%- Manage datasets
  • 1. Provide access to datasets
  • 2. Configure cross-workspace sharing
  • 3. Configure a dataset scheduled refresh
  • 4. Configure row-level security group membership
- Create and manage workspaces
  • 1. Configure and update a workspace app
  • 2. Create and configure a workspace
  • 3. Assign workspace roles
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