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2. Data Model (25-30%):

The main domains of this section are:

  • Creation of measures with DAX: The applicants should be able to utilize DAX in building multifaceted measures, use CALCULATE to maneuver filters, and utilize the fundamental statistical functions for enhancing data. This domain also requires their skills in creating semi-additive measures and implementing Time Intelligence with DAX.
  • Model performance optimization: This module will measure your competence in enhancing cardinality levels through changing data types and summarization. It will also evaluate your skills in eliminating unnecessary columns and rows, creating and managing aggregations, and identifying poorly performing visuals, measures, and relationships.
  • Data model development: This objective requires one’s ability to create hierarchies, calculated tables, and calculated columns. It also covers your skills in establishing Q&A features, implementing row-level security functions, and applying security filtering and cross-filter direction.
  • Data model design: The learners need to have competence in defining tables, role-playing dimensions, quick measures, and cross-filter direction & relationship cardinality. The topic also requires their skills in designing a data model to fulfill the performance prerequisites, creating common data tables, and solving many-to-many relationships.

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

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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.

Microsoft DA-100 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Model the data25-30%- Create calculated tables and columns
- Design and develop data models
- Create measures using DAX
- Optimize model performance
Topic 2: Prepare the data20-25%- Profile and examine data
- Clean, transform, and load data
- Get data from different sources
Topic 3: Analyze the data10-15%- Perform advanced analysis
- Identify patterns and trends
- Apply AI visuals and insights
Topic 4: Visualize the data20-25%- Apply filters, slicers, and formatting
- Enrich reports for usability
- Create reports and dashboards
Topic 5: Deploy and maintain deliverables10-15%- Configure refresh and security
- Manage workspaces and datasets
- Share and distribute content
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