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PL-300T00: Microsoft Power BI Data Analyst

Course Outline

1 - Discover data analysis

  • Overview of data analysis
  • Roles in data
  • Tasks of a data analyst
  • Check your knowledge

2 - Get started building with Power BI

  • Use Power BI
  • Building blocks of Power BI
  • Tour and use the Power BI service

3 - Get data in Power BI

  • Get data from files
  • Get data from relational data sources
  • Create dynamic reports with parameters
  • Get data from a NoSQL database
  • Get data from online services
  • Select a storage mode
  • Get data from Azure Analysis Services
  • Fix performance issues
  • Resolve data import errors
  • Check your knowledge

4 - Clean, transform, and load data in Power BI

  • Shape the initial data
  • Simplify the data structure
  • Evaluate and change column data types
  • Combine multiple tables into a single table
  • Profile data in Power BI
  • Use Advanced Editor to modify M code
  • Check your knowledge

5 - Design a data model in Power BI

  • Work with tables
  • Create a date table
  • Work with dimensions
  • Define data granularity
  • Work with relationships and cardinality
  • Resolve modeling challenges
  • Check your knowledge

6 - Add measures to Power BI Desktop models

  • Create simple measures
  • Create compound measures
  • Create quick measures
  • Compare calculated columns with measures
  • Check your knowledge

7 - Add calculated tables and columns to Power BI Desktop models

  • Create calculated columns
  • Learn about row context
  • Choose a technique to add a column
  • Check your knowledge

8 - Use DAX time intelligence functions in Power BI Desktop models

  • Use DAX time intelligence functions
  • Additional time intelligence calculations
  • Check your knowledge

9 - Optimize a model for performance in Power BI

  • Review performance of measures, relationships, and visuals
  • Use variables to improve performance and troubleshooting
  • Reduce cardinality
  • Optimize DirectQuery models with table level storage
  • Create and manage aggregations
  • Check your knowledge

10 - Design Power BI reports

  • Design the analytical report layout
  • Design visually appealing reports
  • Report objects
  • Select report visuals
  • Select report visuals to suit the report layout
  • Format and configure visualizations
  • Work with key performance indicators
  • Check your knowledge

11 - Configure Power BI report filters

  • Apply filters to the report structure
  • Apply filters with slicers
  • Design reports with advanced filtering techniques
  • Consumption-time filtering
  • Select report filter techniques
  • Case study - Configure report filters based on feedback
  • Check your knowledge

12 - Enhance Power BI report designs for the user experience

  • Design reports to show details
  • Design reports to highlight values
  • Design reports that behave like apps
  • Work with bookmarks
  • Design reports for navigation
  • Work with visual headers
  • Design reports with built-in assistance
  • Tune report performance
  • Optimize reports for mobile use
  • Check your knowledge

13 - Perform analytics in Power BI

  • Explore statistical summary
  • Identify outliers with Power BI visuals
  • Group and bin data for analysis
  • Apply clustering techniques
  • Conduct time series analysis
  • Use the Analyze feature
  • Create what-if parameters
  • Use specialized visuals
  • Check your knowledge

14 - Create and manage workspaces in Power BI

  • Distribute a report or dashboard
  • Monitor usage and performance
  • Recommend a development life cycle strategy
  • Troubleshoot data by viewing its lineage
  • Configure data protection
  • Check your knowledge

15 - Manage datasets in Power BI

  • Use a Power BI gateway to connect to on-premises data sources
  • Configure a dataset scheduled refresh
  • Configure incremental refresh settings
  • Manage and promote datasets
  • Troubleshoot service connectivity
  • Boost performance with query caching (Premium)
  • Check your knowledge

16 - Create dashboards in Power BI

  • Configure data alerts
  • Explore data by asking questions
  • Review Quick insights
  • Add a dashboard theme
  • Pin a live report page to a dashboard
  • Configure a real-time dashboard
  • Configure data classification
  • Set mobile view
  • Check your knowledge

17 - Implement row-level security

  • Configure row-level security with the static method
  • Configure row-level security with the dynamic method
  • Check your knowledge

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