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Microsoft DA-100日本語 Exam Syllabus Topics:

TopicDetails
Topic 1
  • Leverage Advanced Editor To Modify Power Query M Code
  • Identify And Create Appropriate Keys For Joins
Topic 2
  • Resolve Many-To-Many Relationships
  • Change Data Source Settings
  • Examine Data Structures
Topic 3
  • Identify Poorly Performing Measures, Relationships, And Visuals
  • Apply User-Friendly Value Replacements
Topic 4
  • Apply Data Shape Transformations To Table Structures
  • Configure Table And Column Properties
Topic 5
  • Replace Numeric Columns With Measures
  • Define Role-Playing Dimensions
Topic 6
  • Create Hierarchies
  • Create Calculated Columns
  • Apply User-Friendly Naming Conventions To Columns And Queries
Topic 7
  • Implement Time Intelligence Using Dax
  • Identify Query Performance Issues
  • Create Semi-Additive Measures
Topic 8
  • Improve Cardinality Levels Through Summarization And By Changing Data Types
Topic 9
  • Use Basic Statistical Functions To Enhance Data
  • Apply Cross-Filter Direction And Security Filtering
Topic 10
  • Design The Data Model To Meet Performance Requirements
  • Evaluate And Transform Column Data Types
Topic 11
  • Define The Appropriate Level Of Data Granularity
  • Identify And Connect To A Data Source

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

This certification exam covers a range of skills that the applicants need to develop competency in before sitting for it. These skills are broken into topics and subtopics. Here are the highlights of the subject areas covered in Microsoft DA-100:

  • Prepare Data: 20-25%

    This section of the certification exam will evaluate the ability of the candidates to acquire data from various data sources. They also must be able to profile data, which includes identifying data anomalies and examining data structure. It also requires interrogating data statistics and column properties. In addition, the test takers should have competence in cleaning, transforming, and loading the data. This involves resolving inconsistencies, identifying the relevant keys for joins, combining queries, and resolving data import errors.

  • Maintain & Deploy Deliverables: 10-15%

    The applicants for the Microsoft DA-100 exam should also have competence in managing datasets. This involves configuring datasets scheduled refresh, certifying or promoting Power BI content, and providing access to the datasets. The learners also need to have the skills in creating and managing workspaces, creating and configuring workspaces, assigning workspace roles, and using deployment pipelines.

  • Model Data: 25-30%

    This topic equips the candidates with the skills and knowledge on how to design the data model. The questions from this subject area will measure their expertise in defining tables, quick measures, role-playing dimensions, cross-filter direction and relationship’s cardinality, and precise level of data granularity. It will also measure competence in the development of data models, creation of measures with the use of DAX, and optimization of model performance.

  • Visualize Data: 20-25%

    Within this domain, the examinees should possess the ability to create reports because the certification test will measure their capability to perform the technical tasks in this area. They will also need to demonstrate their skills in creating dashboards, including setting mobile view, using Q&A features, managing tiles on dashboards, and configuring data classification. The individuals should also be able to improve reports for usability. They will be required to demonstrate their skills in configuring bookmarks, applying to sort, creating custom tooltips, exporting report data, and configuring Sync Slicers.

  • Analyze Data: 10-15%

    This part will measure the competence of the students in improving reports to reveal insights. These include competence in applying conditional formatting, personalizing visuals, exploring statistical summary, and using Q&A visuals. It will also evaluate their skills in performing advanced analysis.

Understanding functional and technical aspects of Exam DA-100: Analyzing Data with Microsoft Power BI Analyze the data

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

  • Conduct Time Series analysis
  • Use the Key Influencers to explore dimensional variances
  • Add a Quick Insights result to a report
  • Explore statistical summary
  • Use the Q&A visual
  • Use the Play Axis feature of a visualization
  • Perform top N analysis
  • Use the decomposition tree visual to break down a measure
  • Identify outliers
  • Enhance reports to expose insights
  • Perform advanced analysis
  • Create reference lines by using Analytics pane
  • Use groupings and binnings
  • Apply AI Insights
  • Personalize visuals
  • Apply slicers and filters
  • Apply conditional formatting

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