Power BI: Power Query, Data Modeling & DAX   

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 Duration: 3 days – 21 hrs

 

Overview 

 

This hands-on course teaches the end-to-end Power BI workflow for turning raw data into trustworthy, actionable insights. Participants will connect to diverse sources, clean and shape data with Power Query (including column profiling and basic M concepts), and design robust star-schema models with relationships, hierarchies, and a calendar table. You’ll write core DAX such as CALCULATE, aggregations, X-functions, DIVIDE, logical, text, ranking, and time-intelligence to create accurate, reusable measures. Using visualization best practices, you’ll build interactive, branded dashboards with slicers, drill-down, and the Analytics pane, then publish and share through the Power BI Service. The course culminates in a practical case study where learners translate business requirements into a working report, demonstrating repeatable techniques they can apply immediately on the job.

 

Objectives 

 

  • Understand the core components, benefits, and interface of Power BI.
  • Apply the Power BI project lifecycle for structured dashboard development.
  • Use Power Query for data loading, cleaning, and transformation.
  • Apply visualization best practices and customize dashboards using interactive features.
  • Use basic DAX functions for calculations and data analysis.
  • Design and deliver a functional Power BI dashboard in response to real-world business needs.

 

 

 

Audience 

 

  • Business Analysts
  • Data Analysts
  • Reporting Specialists
  • IT Professionals
  • Professionals new to Power BI seeking data-driven reporting skills

Pre- requisites  

  • Basic knowledge of Microsoft Excel (formulas, pivot tables, charts)
  • No prior Power BI experience required

 

Course Content 

 

Part 1: Introduction to Power BI

 

  • Definition of Terms
  • Benefits of Power BI for report generation
  • 3 parts of Power BI (Desktop, Service, Mobile)
  • Navigating through the user interface

 

Part 2: Power BI Project Lifecycle

 

  • Different approaches in Power BI Projects
  • 4 Phases of Dashboard Development

 

Part 3: Power Query

 

  • Loading Data
  • Navigating the Power Query Interface
  • Data Cleaning and Transformation
  • Introduction to M Query
  • Column Profiling
  • Pivoting using Power Query

 

Part 4: Data Modeling

  • Keys
  • Star Schema and Snowflake Schema
  • The Calendar Table
  • Hierarchies
  • Grouping Columns 
  • Filtering Levels

 

Part 5: DAX

 

  • Calculated Measure vs. Calculated Column
  • CALCULATE Function
  • Aggregate Functions
  • X-Aggregators
  • DIVIDE Function
  • Time Intelligence Functions 
  • Logical Functions
  • Text Functions
  • Rank Functions

 

Part 6: Data Visualization

 

  • Principles of Data Visualization
  • Best Practices
  • Creating Simple Objects and Branding Elements
  • Customizing Visualizations
  • Slicers
  • Hierarchies and Drill Down
  • AI tools in Power BI
  • Analytics Pane in Visualizations

 

Part 7: Case Study

 

  • Develop your own dashboard using the provided business requirements
  • Presentation and peer review of dashboards

 

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