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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.

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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.

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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
Creating Measures with Aggregation Functions
Creating Groups Bands and Hierarchies with Conditional Values
Creating Intelligent Measures with Iterating X Functions
Taking Control of the Evaluation Context with CALCULATE
Filtering Measures with Time Intelligence Functions
Create Complex Measures for RFM Analysis with CALCULATE

Good to know

Know what's good
, what to watch for
, 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

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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
$$

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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)
Good to know
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
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