OpenCourser brand icon
Sign in
Sorry, this page is no longer available
Sorry, this page is no longer available
Sorry, this page is no longer available
Sorry, this page is no longer available
We may earn an affiliate commission when you visit our partners.
Course Discontinued We've found some alternatives for you:

Top Active Alternatives

Common DAX Expressions and Scenarios Power BI Playbook is no longer accepting new enrollments. We've matched the highest-rated active courses in this subject:

Coursera ★ 4.8
Intermediate DAX & Time Intelligence
By Corporate Finance Institute
Read Reviews → Enroll Active
Read Reviews → Enroll Active
Read Reviews → Enroll Active
Pluralsight logo

Common DAX Expressions and Scenarios Power BI Playbook

Andrew McSwiggan

In this course we'll build an intelligent data model to facilitate sales analysis for an online clothing retailer with the DAX Language in Power BI Desktop. Completing this course will grant you the knowledge needed to create data objects with DAX.

Read more

In this course we'll build an intelligent data model to facilitate sales analysis for an online clothing retailer with the DAX Language in Power BI Desktop. Completing this course will grant you the knowledge needed to create data objects with DAX.

As a data professional, have you ever wanted to produce an array of data objects using the DAX language? In this course, Common DAX Expressions and Scenarios Power BI Playbook, you will learn foundation skills in dimensional modelling and programming with the DAX Language in Power BI Desktop. First, you will learn the basic design principles. Next, you will discover how to write DAX code to implement the basic model framework. Finally, you will explore the DAX language and use it to extend and enhance the model. When you have completed this course, you will have the skills and knowledge needed to make your data available via a robust and flexible self service analytical interface. Software required: Power BI Desktop.

This course is no longer available. Find something similar by browsing:
DAX Power BI Desktop Data Modelling Sales Analysis Dimensional Modelling CALCULATE Function Iterating X Functions

What's inside

Syllabus

Course Overview
A Structured Approach to Power Bi Design
Creating Text Columns for Data Analysis
Creating Calendar Columns for Data Analysis
Read more

Traffic lights

Read about what's good
what should give you pause
and possible dealbreakers
Develops foundational skills in dimensional modeling and programming with the DAX language
Helps learners produce an array of data objects using the DAX language
Covers essential data analytics concepts such as text, calendar, and measure creation
Utilizes a structured approach to enhance learners' understanding of Power BI design
Emphasizes real-world applications through practical scenarios and use cases
Requires Power BI Desktop software, which may not be readily available to all learners

Save this course

Create your own learning path. Save this course to your list so you can find it easily later.
Save

Reviews summary

Dax playbook for power bi professionals

According to learners, this course is a highly practical and effective resource for mastering common DAX expressions and scenarios within Power BI. Students particularly appreciate the instructor's clear explanations that simplify complex DAX concepts like CALCULATE and context transition. The course provides a structured approach to Power BI design and is lauded for its real-world applicable examples, making it feel like a true 'playbook' for data professionals. While largely positive, some learners found the pace challenging and noted it assumes foundational Power BI knowledge, making it more suitable for intermediate users than absolute beginners.
Provides a valuable framework for Power BI model design.
"The structured approach to Power BI design was also a great takeaway."
"The 'structured approach' was truly revolutionary in how I think about building Power BI models."
"I appreciated how the course built up from basic design principles to complex measures."
Simplifies complex DAX functions and concepts effectively.
"The instructor's explanations of DAX concepts, especially CALCULATE and context transition, were incredibly clear and actionable."
"The instructor simplifies complex topics without dumbing them down."
"The deep dive into CALCULATE and evaluation context was exactly what I needed to level up my skills."
Focuses on real-world DAX application and business use cases.
"It felt like a true 'playbook' for real-world scenarios."
"The content itself is top-notch and directly applicable."
"The practical, business-oriented examples made the concepts immediately relevant."
Pacing can be fast, with a desire for more exercises.
"My only minor critique is that some parts felt a bit rushed, and I wished there were more exercises to practice on my own."
"I felt overwhelmed by the speed and the lack of foundational refreshers."
"I couldn't follow everything without pausing constantly."
Best for those with some Power BI or data modeling background.
"It presumes a bit too much prior knowledge of Power BI and even basic data modeling. I struggled to keep up..."
"I'm new to DAX, and this felt more like an advanced course. Maybe it's just me..."
"This is not for absolute beginners, but essential for intermediate to advanced users."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Common DAX Expressions and Scenarios Power BI Playbook with these activities:
Review Basic DAX Concepts
Reinforces basic understanding of DAX expressions and data modeling principles, providing a solid foundation for the course.
Browse courses on DAX
Show steps
  • Review documentation on DAX basics
  • Create a sample dataset and experiment with basic DAX calculations
Compile Course Notes and Resources
Enhances understanding and retention by organizing and reviewing course materials regularly.
Show steps
  • Organize lecture notes, handouts, and assignments
  • Create a digital or physical notebook for notes and summaries
Follow Along with Microsoft Learn DAX Tutorials
Offers structured guidance and step-by-step demonstrations to reinforce key concepts and techniques taught in the course.
Show steps
  • Complete the DAX Basics tutorial
  • Practice the exercises and challenges provided in the tutorial
Six other activities
Expand to see all activities and additional details
Show all nine activities
Create Calculated Measures
Provides hands-on practice in creating calculated measures, solidifying understanding of their syntax and functionality.
Show steps
  • Practice writing calculated measures using aggregation functions
  • Create measures for different scenarios, such as year-over-year comparisons
Participate in Peer Study Groups
Promotes collaboration and knowledge sharing, facilitating deeper comprehension of course concepts.
Show steps
  • Connect with classmates
  • Organize regular study sessions
  • Discuss course topics, solve problems, and share insights
Attend a Power BI Workshop
Provides an immersive learning experience, allowing learners to engage with experts and ask questions directly.
Show steps
  • Research and identify relevant workshops
  • Register and attend the workshop
Read Pro DAX with Power BI
Expands knowledge beyond the course by providing comprehensive coverage of DAX advanced concepts and best practices.
View Analyzing Data with Microsoft Power BI and... on Amazon
Show steps
  • Read Chapter 3: Building DAX Expressions
  • Work through the examples and exercises in the chapter
Create a DAX Cookbook
Consolidates knowledge by requiring students to create a comprehensive reference of DAX functions and techniques.
Show steps
  • Categorize DAX functions and techniques
  • Create examples and explanations for each category
Build a Sales Analytics Dashboard in Power BI
Applies DAX knowledge to a practical project, enhancing problem-solving and analytical skills.
Show steps
  • Design the dashboard layout and visualizations
  • Implement DAX measures and calculations
  • Test and iterate on the dashboard

Career center

Learners who complete Common DAX Expressions and Scenarios Power BI Playbook will develop knowledge and skills that may be useful to these careers:
Power BI Developer
Power BI Developers use the Microsoft Power BI platform to create interactive data visualizations and dashboards. The Common DAX Expressions and Scenarios Power BI Playbook course will provide you with the skills needed to write DAX code and create complex data models in Power BI. This course is essential for anyone who wants to build a career as a Power BI Developer.
See salaries and explore the career path for Power BI Developer
Data Analyst
Data Analysts play a vital role in supporting sales analysis for online clothing retailers like the one featured in the Common DAX Expressions and Scenarios Power BI Playbook course. By learning how to create intelligent data models and write DAX code, you can develop the skills needed to analyze large datasets and extract valuable insights. The course's focus on dimensional modeling and programming will help you build a strong foundation for a successful career as a Data Analyst.
See salaries and explore the career path for Data Analyst
Business Analyst
Business Analysts use data and analytics to solve business problems and improve decision-making. The skills you gain in the Common DAX Expressions and Scenarios Power BI Playbook course, such as creating measures and filtering data with time intelligence functions, will be invaluable in this role. By understanding how to manipulate and analyze data, you can provide valuable insights to stakeholders and help them make better decisions.
See salaries and explore the career path for Business Analyst
Data Scientist
Data Scientists use advanced statistical and machine learning techniques to extract insights from data. The Common DAX Expressions and Scenarios Power BI Playbook course will help you build a strong foundation in data modeling and programming, which are essential skills for Data Scientists. The course's focus on creating complex measures and using CALCULATE will be particularly useful for those interested in pursuing a career in Data Science.
See salaries and explore the career path for Data Scientist
Data Engineer
Data Engineers design, build, and maintain data infrastructure. The Common DAX Expressions and Scenarios Power BI Playbook course will help you develop the skills needed to work with data in a variety of formats and create efficient data pipelines. The course's focus on data modeling and programming will be particularly useful for those interested in pursuing a career in Data Engineering.
See salaries and explore the career path for Data Engineer
Financial Analyst
Financial Analysts use data to make investment decisions and provide financial advice. The Common DAX Expressions and Scenarios Power BI Playbook course will help you develop the skills needed to analyze financial data and create financial models. The course's focus on creating measures and filtering data with time intelligence functions will be particularly useful for those interested in pursuing a career in Financial Analysis.
See salaries and explore the career path for Financial Analyst
Market Researcher
Market Researchers collect and analyze data to understand consumer behavior and market trends. The Common DAX Expressions and Scenarios Power BI Playbook course will help you develop the skills needed to analyze market data and create reports. The course's focus on creating groups, bands, and hierarchies with conditional values will be particularly useful for those interested in pursuing a career in Market Research.
See salaries and explore the career path for Market Researcher
Operations Analyst
Operations Analysts use data to improve the efficiency and effectiveness of business operations. The Common DAX Expressions and Scenarios Power BI Playbook course will help you develop the skills needed to analyze operational data and create reports. The course's focus on creating measures and filtering data with time intelligence functions will be particularly useful for those interested in pursuing a career in Operations Analysis.
See salaries and explore the career path for Operations Analyst
Product Manager
Product Managers are responsible for the development and launch of new products. The Common DAX Expressions and Scenarios Power BI Playbook course will help you develop the skills needed to analyze product data and make data-driven decisions. The course's focus on creating groups, bands, and hierarchies with conditional values will be particularly useful for those interested in pursuing a career in Product Management.
See salaries and explore the career path for Product Manager
Sales Analyst
Sales Analysts use data to analyze sales trends and identify opportunities for growth. The Common DAX Expressions and Scenarios Power BI Playbook course will help you develop the skills needed to analyze sales data and create reports. The course's focus on creating measures and filtering data with time intelligence functions will be particularly useful for those interested in pursuing a career in Sales Analysis.
See salaries and explore the career path for Sales Analyst
Software Engineer
Software Engineers design, develop, and maintain software applications. The Common DAX Expressions and Scenarios Power BI Playbook course will help you develop the programming skills needed to work as a Software Engineer. The course's focus on DAX code and CALCULATE will be particularly useful for those interested in pursuing a career in Software Engineering.
See salaries and explore the career path for Software Engineer
Statistician
Statisticians use data to solve problems and make predictions. The Common DAX Expressions and Scenarios Power BI Playbook course will help you develop the skills needed to analyze data and create statistical models. The course's focus on creating measures and filtering data with time intelligence functions will be particularly useful for those interested in pursuing a career in Statistics.
See salaries and explore the career path for Statistician
Web Analyst
Web Analysts use data to analyze website traffic and user behavior. The Common DAX Expressions and Scenarios Power BI Playbook course will help you develop the skills needed to analyze web data and create reports. The course's focus on creating groups, bands, and hierarchies with conditional values will be particularly useful for those interested in pursuing a career in Web Analytics.
See salaries and explore the career path for Web Analyst
Data Visualization Specialist
Data Visualization Specialists use data to create visual representations of data. The Common DAX Expressions and Scenarios Power BI Playbook course will help you develop the skills needed to create interactive data visualizations and dashboards. The course's focus on Power BI Desktop will be particularly useful for those interested in pursuing a career in Data Visualization.
See salaries and explore the career path for Data Visualization Specialist
Financial Planner
Financial Planners help individuals and families plan for their financial future. The Common DAX Expressions and Scenarios Power BI Playbook course may be useful for those interested in pursuing a career in Financial Planning. The course's focus on creating measures and filtering data with time intelligence functions will be particularly useful for those interested in analyzing financial data.
See salaries and explore the career path for Financial Planner

Reading list

We've selected six books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Common DAX Expressions and Scenarios Power BI Playbook.
Cover image
The Definitive Guide to DAX
Save
Is the ultimate reference guide to DAX. It covers every aspect of the DAX language, from basic syntax to advanced topics such as time intelligence and calculated tables. This book must-have for anyone who wants to master DAX.
The Definitive Guide to DAX: Business Intelligence...
Paperback
$$$
The Definitive Guide to Dax (Business Skills)
Paperback
$$$
Definitive Guide to DAX, The: Business intelligence...
Kindle Edition
$$
Cover image
Optimizing DAX
Save
Provides a comprehensive overview of data modeling concepts and techniques in Power BI. It covers topics such as data types, relationships, hierarchies, and measures, and provides step-by-step instructions on how to create and manage data models. This book valuable resource for anyone who wants to learn how to create robust and scalable data models in Power BI.
Optimizing DAX: Improving DAX performance in...
Paperback
$$$
Optimizing DAX: Improving DAX performance in...
Kindle Edition
$$$
Cover image
DAX Patterns
Save
Provides a collection of proven DAX patterns that can be used to solve common data analysis problems. Each pattern is explained in detail, with step-by-step instructions on how to implement it. This book valuable resource for anyone who wants to learn how to write efficient and maintainable DAX code.
DAX Patterns: Second Edition
Paperback
$$
DAX Patterns 2015
Paperback
$$
DAX Patterns: Second Edition
Kindle Edition
$$
Cover image
Data Analysis with Microsoft Power BI
Save
Provides a comprehensive overview of data analysis techniques in Power BI. It covers topics such as data preparation, data visualization, and statistical analysis. This book valuable resource for anyone who wants to learn how to use Power BI to perform data analysis.
Data Analysis with Microsoft Power BI
Kindle Edition
$$
Cover image
Tabular Modeling in Microsoft SQL Server Analysis...
Save
Collection of recipes for common DAX problems. Each recipe provides a step-by-step solution to a specific problem. This book valuable resource for anyone who wants to learn how to solve common DAX problems.
Tabular Modeling in Microsoft SQL Server Analysis...
Paperback
$$
Tabular Modeling in Microsoft SQL Server Analysis...
Kindle Edition
$$
Cover image
Supercharge Power Bi
Save
Beginner's guide to Power BI. It covers the basics of Power BI, from data import and modeling to creating reports and dashboards. This book valuable resource for anyone who wants to learn how to get started with Power BI.
Supercharge Power BI: Power BI is Better When You...
Paperback
$$
Supercharge Power BI: Power BI is Better When You...
Kindle Edition
$$

Share

Help others find this course page by sharing it with your friends and followers:
Facebook
LinkedIn
Reddit
X
Link
Email

Similar courses

Here are nine courses similar to Common DAX Expressions and Scenarios Power BI Playbook.
Using Basic Formulas and Functions in Microsoft Excel
Most relevant
PowerBI Report Development Crash Course
Most relevant
A Start Guide: Product Marketing Using G Suite
Most relevant
Excel Power Tools for Data Analysis
Most relevant
Analyze Sales Data with LibreOffice Base Queries
Most relevant
Advanced DAX for Power BI
Most relevant
Master in Microsoft Power BI Desktop and Service
Most relevant
Microsoft Power BI - The Complete Masterclass [2020...
Most relevant
Microsoft PowerBI Masterclass Edition(Latest Version...
Most relevant

Pluralsight Buyer Protection & Guarantee

Verified partner policies & purchase protections

Enterprise Technology Platform
Free Trial & Audit

10-Day Free Trial

10-day free trial (up to 200 minutes of content) with access to the Skills video library and skill assessments. Cancel before day 10 to avoid automatic conversion.

Return & Refund Policy

Cancel Anytime (Non-Refundable Once Billed)

Cancel easily online anytime before the 10-day trial expires to prevent billing. Once subscription fees are paid, individual subscriptions are non-refundable (cancellation stops future renewals).

Buyer Protections

Verified Academic & Industry Partner

Skill IQ and Role IQ diagnostic benchmark assessments, hands-on lab environments, and curated learning paths designed by technology leaders.

Key Purchase Protections
10-day free trial on individual Skills plans
Skill IQ assessments to benchmark proficiency
Cancel anytime online before trial ends without fees
Hands-on interactive labs and enterprise-grade tech content
OpenCourser Verified Partner Policy details last reviewed: 2026-10-22
Course image
Time
324 hours
Level
Introductory
Via
Pluralsight
Instructor
Andrew McSwiggan
Language
English
This course belongs to a collection called Microsoft Power BI for Analysts. It's comprised of 13 courses:
  1. Building Your First Power BI Report
  2. Power BI Data Import Playbook
  3. Power BI Data Preparation Playbook
  4. Modeling Data in Power BI
  5. Getting Started with DAX Formulas in Power BI, Power Pivot, and SSAS
  6. Effective Reporting with Power BI
  7. Creating Dashboards with Power BI
  8. Deploying and Publishing Power BI Reports
  9. Effective Quick Insights and Q&A in Power BI
  10. Querying and Shaping Data in Power BI Using M
  11. Leveraging Timely On-premises Data with Power BI
  12. Power BI Playbook: Securing Shared Data with Power BI
  13. Common DAX Expressions and Scenarios Power BI Playbook (viewing)
Traffic lights
Read about what's good
what should give you pause
and possible dealbreakers
Develops foundational skills in dimensional modeling and programming with the DAX language
Helps learners produce an array of data objects using the DAX language
Covers essential data analytics concepts such as text, calendar, and measure creation
Utilizes a structured approach to enhance learners' understanding of Power BI design
Emphasizes real-world applications through practical scenarios and use cases
Requires Power BI Desktop software, which may not be readily available to all learners
Share this
Share to help others discover this course.
Facebook LinkedIn X Reddit Link Email
Begin learning today
This course is currently discontinued or unavailable. See active alternatives above.
Course Unavailable
Save for later
Add this course to your list. Find it anytime.
Save
Our mission

OpenCourser helps millions of learners each year. People visit us to learn workspace skills, ace their exams, and nurture their curiosity.

Our extensive catalog contains over 50,000 courses and twice as many books. Browse by search, by topic, or even by career interests. We'll match you to the right resources quickly.

Find this site helpful? Tell a friend about us.

Affiliate disclosure

We're supported by our community of learners. When you purchase or subscribe to courses and programs or purchase books, we may earn a commission from our partners.

Your purchases help us maintain our catalog and keep our servers humming without ads.

Thank you for supporting OpenCourser.

© 2016 - 2025 OpenCourser