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

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2. Data Model (25-30%):

The main domains of this section are:

  • 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.
  • 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 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.
  • 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.

Microsoft DA-100日本語 Exam Syllabus Topics:

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

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