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Intermediate DAX & Time Intelligence

Sebastian Taylor

DAX is essential for working with data and data models in Excel and Power BI. Many analysts start building complex DAX formulas, without a solid grounding in DAX basics, context manipulation, and time intelligence.

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DAX is essential for working with data and data models in Excel and Power BI. Many analysts start building complex DAX formulas, without a solid grounding in DAX basics, context manipulation, and time intelligence.

In this course, we’ll quickly review the basics of DAX formulas for creating Measures and Calculated Columns. We’ll explore the difference between DAX functions that return a scalar value, and those that return a table. With this deep understanding of scalar values and tables, we'll show you the ins and outs of data modeling and context manipulation.

Additionally, we'll demonstrate how DAX Studio can integrate with Excel and Power BI, speeding up your DAX development process. If you want to get better at using Excel and Power BI, and understand the power of DAX Studio, this course is for you. We keep it simple, clear, and focused, so you can learn fast and start applying your new skills right away.

By the end of the course, you should be able to:

Recall the core concepts of DAX: measures, calculated columns, row & filter Context

Apply functions that return a single, scalar value of various data types

Manipulate source data with Table Functions

Apply DAX concepts and functions on a Data Model

Analyze data over time with Date & Time Intelligence functionality

This DAX course is perfect for anyone who would like to build up their understanding of Business Intelligence in Excel and Power BI. This course is designed to equip anyone who desires to supercharge their career in data analysis, business intelligence, or other areas of finance with the fundamental knowledge of DAX.

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What's inside

Syllabus

Getting Started
In this course, we’ll review the basics of DAX formulas for creating Measures and Calculated Columns. We’ll explore the difference between DAX functions that return a scalar value, and those that return a table. With this deep understanding of scalar values and tables, we'll show you the ins and outs of data modeling and context manipulation.
Read more
Introduction to DAX
In this module, we will recall the core concepts of DAX: measures, calculated column, row & filter context.
DAX Scalar Functions
In this module, we will learn to apply functions that return a single, scalar value of various data types.
Week 1 Challenge
DAX Table Functions
Table functions allow us to create dynamic tables based on our requirements. In this module, we will learn how to manipulate source data with Table functions.
Data Modeling & Context
In this module, we will learn to apply DAX concepts and functions on a data model.
Week 2 Challenge
Date & Time Intelligence
In this module, we will learn to analyze and manipulate data over time with Date & Time Intelligence functionality.
Course Summary
Week 3 Challenge

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Introduces core DAX concepts and tools, which is standard in the business intelligence industry
Covers advanced topics including Time Intelligence, which is highly relevant in the business intelligence field
Taught by Sebastian Taylor, an experienced professional in the field
Offers hands-on labs and interactive materials, which are beneficial for practical learning
Requires a basic understanding of DAX and data modeling, which may be a limitation for complete beginners
Focuses on Excel and Power BI, which may not be suitable for learners who use other data analysis tools

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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 Intermediate DAX & Time Intelligence with these activities:
Review concepts of Power BI and Excel DAX basics
Refresh your understanding of the basic concepts of DAX, including measures, calculated columns, and context manipulation, to prepare for this course's more advanced topics.
Show steps
  • Review online tutorials on DAX basics
  • Create a simple DAX measure in Power BI or Excel
Complete the Microsoft DAX tutorial
Follow Microsoft's structured tutorial to gain a solid understanding of DAX syntax, functions, and best practices.
Show steps
  • Set up your environment for the tutorial
  • Go through the guided exercises in the tutorial
  • Complete the tutorial's assessment
Solve DAX practice problems
Test your understanding of DAX by solving practice problems that cover various concepts and functions.
Show steps
  • Find online DAX practice problems
  • Attempt to solve the problems on your own
  • Review solutions and learn from your mistakes
Five other activities
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Show all eight activities
Create a DAX cheat sheet
Consolidate your DAX knowledge by creating a cheat sheet that summarizes key concepts, functions, and syntax.
Show steps
  • Gather relevant DAX information
  • Organize the information into logical sections
  • Create a visually appealing and easy-to-use cheat sheet
Read 'DAX Patterns' by Alberto Ferrari and Marco Russo
Expand your DAX knowledge by reading a book that provides practical patterns and techniques for building efficient and maintainable DAX solutions.
Show steps
  • Purchase or borrow the book
  • Read the book thoroughly
  • Apply the patterns and techniques in your own DAX projects
Build a DAX dashboard for a real-world dataset
Apply your DAX skills to a practical project by building a dashboard that analyzes and visualizes data from a real-world dataset.
Show steps
  • Find a suitable dataset
  • Create a data model and import the data
  • Develop DAX measures and calculated columns
  • Design and build the dashboard
Participate in a DAX challenge or hackathon
Challenge yourself and showcase your DAX skills by participating in a competition where you can solve real-world data analysis problems.
Show steps
  • Find a suitable DAX challenge or hackathon
  • Form a team or participate individually
  • Analyze the problem statement and develop a solution
Volunteer as a DAX mentor or tutor
Share your DAX knowledge and gain valuable experience by helping others learn and apply DAX.
Show steps
  • Find opportunities to volunteer as a DAX mentor or tutor
  • Prepare your materials and resources
  • Provide guidance and support to learners

Career center

Learners who complete Intermediate DAX & Time Intelligence will develop knowledge and skills that may be useful to these careers:

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