Course

Learn Data Modeling in Power BI

This interactive course will guide you through the fundamentals of data modeling in Power BI. You’ll learn how to design efficient data models, define dimensions and fact tables, and work with relationships and cardinality to organize your data effectively. You’ll also create measures using DAX and optimize models for performance, equipping you with the skills to build robust models for data-driven decision-making.
No prior experience with advanced data modeling is required-this course starts with the basics and builds your expertise step by step.

Enroll for free

Part of the Data Analysis in Power BI, and Business Analyst (Power BI) paths.

4.8 (359 reviews)

2,831 learners enrolled in this course.

Beginner friendly
14 hours
Self paced
7 lessons
1 project

“The learning paths on Dataquest are incredible. They give you a direction through the learning process – you don’t have to guess what to learn next.”

Otávio Silveira

Data Analyst @ Hortifruti

Learn Data Modeling in Power BI

Enroll For Free

Course overview

This interactive course will help you take your first steps in Data Modeling with Microsoft Power BI. You’ll learn how to design data models, define key components like dimensions and fact tables, and optimize performance to build robust models for decision-making. No advanced Power BI experience is necessary – we’ll start with the basics and guide you every step of the way

Key skills

Designing efficient data models in Power BI
Understanding dimensions, fact tables, data granularity, and relationships
Creating measures using Data Analysis Expressions (DAX)
Optimizing data models for enhanced performance in Power BI

Course outline

Learn Data Modeling in Power BI [7 lessons]

Data Modeling in Power BI 2h

Lesson Objectives

Understand essintial of data modeling in Power BI
Identify the components of the semantic model and their role in structuring data
Explore the star schema and its importance in designing efficient data models
Comprehend the functions of fact and dimension tables within a data model
Gain a foundational understanding of DAX and its contribution to enhancing data models

Design a Data Model in Power BI - I 2h

Lesson Objectives

Understand and manage relationships between tables in Power BI
Create and configure date tables in Power BI
Build and optimize data models using star schema principles
Utilize DAX and M-formula for advanced data manipulation

Design a Data Model in Power BI — II 2h

Lesson Objectives

Establish and configure table relationships
Utilize hierarchies and role-playing dimensions
Define data granularity
Resolve modeling challenges

Creating Measures Using Data Analysis Expressions-DAX 2h

Lesson Objectives

Create calculated columns
Use DAX to build measures
Use the CALCULATE function to manipulate filters
Implement time intelligence by using DAX

Optimize a Model for Performance in Power BI - I 2h

Lesson Objectives

Review the performance of measures, relationships, and visuals
Use variables to improve performance and troubleshooting
Optimize performance and reduce the size of the model

Optimize a Model for Performance in Power BI — II 2h

Lesson Objectives

Optimize data models using aggregation techniques to improve performance
Create and manage aggregations effectively in Power BI
Understand the impact of cardinality and relationships on performance

Guided Project: Modeling Data in Power BI 1h

Lesson Objectives

Apply data cleaning and transformation in real-world situations
Apply modeling data to real-world situations

Projects in this course

Modeling Data in Power BI

For this project, you’ll act as an analyst at a company tasked with modeling sales data in Power BI. You’ll clean, transform and analyze the data to extract insights that inform business decisions.

View Project

The Dataquest guarantee

Dataquest has helped thousands of people start new careers in data. If you put in the work and follow our path, you’ll master data skills and grow your career.

We believe so strongly in our paths that we offer a full satisfaction guarantee. If you complete a career path on Dataquest and aren’t satisfied with your outcome, we’ll give you a refund.

Master skills faster with Dataquest

Go from zero to job-ready

Learn exactly what you need to achieve your goal. Don’t waste time on unrelated lessons.

Build your project portfolio

Build confidence with our in-depth projects, and show off your data skills.

Challenge yourself with exercises

Work with real data from day one with interactive lessons and hands-on exercises.

Showcase your path certification

Share the evidence of your hard work with your network and potential employers.

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Business Analyst at Aditi Consulting

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Jessica Ko

Machine Learning Engineer at Twitter

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Victoria E. Guzik

Associate Data Scientist at Callisto Media

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