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

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

  • Set up the Q&A feature
  • Create calculated tables
  • Configure table and column properties
  • Resolve many-to-many relationships
  • Define quick measures
  • Identify poorly performing measures, relationships, and visuals
  • Use basic statistical functions to enhance data
  • Improve cardinality levels through summarization
  • Use CALCULATE to manipulate filters
  • Apply cross-filter direction and security filtering
  • Implement Time Intelligence using DAX
  • Create a common date table
  • Create calculated columns
  • Remove unnecessary rows and columns
  • Implement row-level security roles
  • Use DAX to build complex measures
  • Flatten out a parent-child hierarchy
  • Define role-playing dimensions
  • Define the tables
  • Improve cardinality levels by changing data types
  • Create measures by using DAX
  • Optimize model performance
  • Design the data model to meet performance requirements
  • Design a data model
  • Define a relationship's cardinality and cross-filter direction
  • Create semi-additive measures
  • Create hierarchies
  • Replace numeric columns with measures
  • Create and manage aggregations
  • Develop a data model
  • Define the appropriate level of data granularity

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

2. Data Model (25-30%):

The main domains of this section are:

  • 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.
  • 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.
  • 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.

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Microsoft DA-100 Exam Syllabus Topics:

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

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