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This exam measures your ability to accomplish the following technical tasks: prepare the data; model the data; visualize the data; analyze the data; and deploy and maintain deliverables.

3. Data Visualization (20-25%):

Here the candidates have to show their knowledge of:

  • Creating dashboards:This domain will measure the individuals’ skills in managing tiles within a dashboard, setting mobile view, adding dashboard themes, configuring data classification, configuring data alerts, and using Q&A features.
  • Creating reports: The examinees must be able to demonstrate their skills in importing custom visuals, configuring and formatting visualization, designing and configuring accessibility, and configuring automatic page refresh. This topic also requires competence in applying filtering and slicing, selecting suitable visualization types, and including visualization items in reports.
  • Enriching reports for Usage: This area requires that the test takers develop competence in configuring bookmarks, creating custom tooltips, configuring Sync Slicers, and navigation for reports. It also covers their skills in exporting report data, utilizing selection pane, drill-through & cross filter.

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

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Microsoft DA-100 Exam Syllabus Topics:

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

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