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What should you know about the Microsoft DA-100 exam before going for it?

The intended candidates for the Microsoft DA-100 exam are Data Analysts. These professionals help the organizations make the most of the value of data assets through the use of Microsoft Power BI. They also collaborate with the major stakeholders across the company to deliver the appropriate insights based on the recognized business prerequisites.

Microsoft DA-100 is an associate-level certification test, and as such, it does not have any official prerequisites. However, Microsoft recommends that the students have a good fundamental knowledge of data processing and data repositories both in Cloud and on-premises. The candidates for the exam should have the relevant skills in building and designing scalable data models, facilitating advanced analytic abilities, and transforming and cleaning data to provide significant business value through understandable data visualizations.

Exam Topics

Microsoft expects that the successful candidates get the passing score of 720 points on a scale of 100-1000. This mark is achievable if you put your mind to it. To succeed, you must understand the Microsoft DA-100 exam topics that are as follows:

1. Data Preparation (20-25%):

This part includes the following areas:

  • Cleaning, loading, & transforming data: This subject area requires that the students understand how to combine queries, utilize user-friendly value substitutions, solve data import errors, transform and measure column data types, and configure the data loading. It also covers their skills in applying data shape transformations for table structures and user-friendly conventional naming for queries and columns. The individuals should also have the expertise in leveraging Advanced Editor or modifying Power Query M-code.
  • Collecting data from various data sources: The candidates must be able to connect and identify data sources, alternate data source settings, and choose storage mode and shared datasets, or build local datasets. They also need the capacity to select the relevant query type, utilize parameters, Microsoft Dataverse, create or use PBIDS files, and data flow.
  • Data profile: The test takers should have competence in interrogating data statistics and column properties as well as identifying data anomalies and evaluating data structures.

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

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