Advanced Dax For Power Bi

Master the DAX language and build advanced Power BI & data analysis skills with a top business intelligence instructor

Last updated 2022-01-10 | 4.6

- Master Data Analysis Expressions (DAX) for Power BI Desktop
- Analyze real-world projects & business intelligence use cases
- Learn the same tools used by top analytics & business intelligence professionals

What you'll learn

Master Data Analysis Expressions (DAX) for Power BI Desktop
Analyze real-world projects & business intelligence use cases
Learn the same tools used by top analytics & business intelligence professionals
Test your skills with hands-on demos & assignments (with step-by-step solutions)

* Requirements

* Microsoft Power BI Desktop (free download)
* This course is designed for PC/Windows users (currently not available for Mac)
* Prior experience with DAX and Power BI is strongly encouraged
* Recommend completing our "Up & Running with Power BI Desktop" course before this one

Description

For users looking to take their Power BI skills to the next level, mastering Data Analysis Expressions (DAX) is a MUST. In this hands-on, project-based course, you'll put your DAX skills to the test and apply what you learn to some of the toughest real-world business intelligence use cases.


You'll be playing the role of Business Intelligence Analyst for Maven Roasters, a small-batch coffee chain based in New York City. Your goal? Use Power BI and DAX to answer key questions and deliver data-driven insights for the business, by analyzing product inventory, repeat customers, store-level performance, and everything in between.


We'll start by quickly reviewing prerequisite topics (evaluation context, filter flow, basic measures, etc.), then dive behind the scenes to explore how the DAX formula and storage engines actually work, including query evaluation, columnar structures, and VertiPaq compression and encoding.


From there we'll cover helpful tips and best practices for DAX power users, including variables, comments, query formatting and error handling, then dive deep into scalar functions, iterators, advanced time intelligence, calculated table joins, relationship functions, and much, much more. Last but not least, we'll share a sneak peek into performance tuning and DAX query optimization using DAX Studio and Power BI's Performance Analyzer tool.


If you're looking to build expert-level data analysis skills using DAX and Power BI, this is the course for you!


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FULL COURSE OUTLINE:


  • Prerequisite Skills Review

    • Review the core DAX concepts you should already know, including evaluation context, filter flow, measures, etc.


  • Course Project Intro

    • Introduce the Maven Roasters course project, and build the data model that we’ll analyze in Power BI Desktop


  • The DAX Engines

    • Understand the DAX formula and storage engines, data types, VertiPaq encoding & compression methods, etc.


  • DAX Tips & Best Practices

    • Review helpful tips for formatting DAX queries, adding comments, handling errors, and using DAX variables


  • Scalar Functions

    • Explore common DAX scalar functions, including rounding, information, conversion, and logical functions


  • Advanced CALCULATE

    • Review CALCULATE modifiers, context transition, interactions with tables, etc.


  • Table & Filter Functions

    • Create calculated tables, review common DAX filter functions, generate new data, etc.

  • Calculated Table Joins

    • Create calculated joins between physical and virtual tables in Power BI (UNION, EXCEPT, INTERSECT, etc.)

  • Relationship Functions

    • Explore expanded tables, physical & virtual relationships, common relationship functions, etc.

  • Iterator ("X") Functions

    • Explore iterator cardinality, nested iterators, context transition, RANKX, DAX calculation granularity, etc.

  • Advanced Time Intelligence

    • Build date tables with DAX, compare custom time periods, manage fiscal calendars, etc.


  • SNEAK PEEK: Performance Tuning

    • Introduce DAX Studio, the Power BI performance analyzer, and common DAX optimization techniques

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Join today and get immediate, lifetime access to the following:

  • 150+ page Power BI & DAX ebook

  • Downloadable datasets and Power BI project files

  • Homework assignments & quizzes

  • 1-on-1 expert support

  • Course Q&A forum

  • 30-day money-back guarantee


See you in there!

-Aaron (Power BI & DAX Instructor, Maven Analytics)


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Looking for the full business intelligence stack? Search for "Maven Analytics" to browse our full course library, including Excel, Power BI, MySQL, and Tableau courses!


Hear why our Power BI courses are the TOP-RATED on Udemy:

"I totally loved this Power BI course! Everything was very easy to understand, but it moved at a fast enough pace that I never got bored. I learned SO much and had fun doing it. In fact, at the end of the day, I didn't want to stop learning -- I wanted to keep charging on to the next lesson!"

-Ann S.


"Amazing! 5+ stars if you ask me! Concise, superbly organized and prepared. I have learned a ton about Power BI and DAX and enjoyed the course from start to finish."

-Nikola H.


"Hands-down the best Power BI courses on Udemy. Courses are well prepared and very hands-on, and the instructor makes the whole experience easy and fun. I recommend it 100%!"

-Jorge M.


"Where can I leave a 6 star rating?"

-Carlos B.

Who this course is for:

  • Aspiring data professionals looking to master the #1 business intelligence tool on the market
  • Analytics or BI professionals looking to build expert-level DAX + Power BI skills
  • Power BI users tasked with solving unique and complex analytics use cases
  • Students looking for a comprehensive, engaging, and highly interactive approach to training

Course content

14 sections • 155 lectures

Course Structure & Outline Preview 02:04

READ ME: Important Notes for New Students Preview 02:13

DOWNLOAD: Course Resources Preview 00:19

Setting Expectations Preview 02:30

Helpful Resources Preview 02:09

Introduction Preview 02:33

Data Modeling Fundamentals Preview 08:32

Basic DAX Review Preview 12:47

QUIZ: Prerequisite Skills Review

Introducing the Course Project Preview 01:39

NOTE: Power BI Options & Settings Preview 00:11

Maven Roasters Data Model Setup Preview 11:43

ASSIGNMENT: Getting Familiar with the Data Model Preview 00:13

Introduction Preview 01:47

DAX Formula & Storage Engines Preview 03:17

DAX Query Evaluation In Depth Preview 04:48

Data & Storage Types Preview 03:50

VertiPaq Columnar Data Structure Preview 05:11

VertiPaq Compression & Encoding Preview 03:49

Value Encoding Preview 03:29

Hash Encoding Preview 04:32

Run Length Encoding Preview 04:27

VertiPaq Relationships Preview 05:41

Summary: DAX Engines Preview 02:09

QUIZ: The DAX Engines

Introduction Preview 01:35

DAX Shortcuts Preview 05:59

Formatting Best Practices Preview 09:01

DAX Evaluation Order Preview 04:48

Commenting Your Code Preview 03:51

PRO TIP: Dedicated Measure Table Preview 05:32

Error Handling Preview 07:20

Creating & Using DAX Variables Preview 07:36

Variable Evaluation Order Preview 04:02

PRO TIP: Using Variables to Test & Debug DAX Preview 05:30

QUIZ: Tips & Best Practices

Introduction Preview 01:28

Common Scalar Functions Preview 02:44

Aggregation Functions Preview 04:28

PRO TIP: SUM & SUMX Preview 03:00

Rounding Functions Preview 10:02

ASSIGNMENT: Rounding Functions Preview 01:54

SOLUTION: Rounding Functions Preview 05:22

Information Functions Preview 03:56

Conversion Functions Preview 04:38

ASSIGNMENT: Conversion Functions Preview 01:06

SOLUTION: Conversion Functions Preview 04:20

Logical Functions: SWITCH Preview 08:53

Logical Functions: COALESCE Preview 05:06

ASSIGNMENT: Logical Functions Preview 01:05

SOLUTION: Logical Functions Preview 05:15

QUIZ: Scalar Functions

Introduction Preview 01:22

Expanded Tables Preview 05:47

Context Transition Preview 09:17

Evaluation Order Preview 07:31

CALCULATE Modifiers Preview 04:28

REMOVEFILTERS Preview 04:40

KEEPFILTERS Preview 07:32

ASSIGNMENT: Advanced CALCULATE Preview 01:16

SOLUTION: Advanced CALCULATE Preview 08:50

PRO TIP: Common CALCULATE Patterns Preview 02:49

QUIZ: Advanced CALCULATE

Introduction Preview 01:08

Common Table & Filter Functions Preview 01:43

Review: Calculated Tables Preview 05:15

DISTINCT Preview 04:18

VALUES Preview 06:11

ASSIGNMENT: VALUES & DISTINCT Preview 01:01

SOLUTION: VALUES & DISTINCT Preview 06:55

SELECTEDVALUE Preview 09:34

ALLEXCEPT Preview 08:38

ASSIGNMENT: ALLEXCEPT Preview 01:23

SOLUTION: ALLEXCEPT Preview 10:41

ALLSELECTED Preview 07:10

ASSIGNMENT: ALLSELECTED Preview 01:26

SOLUTION: ALLSELECTED Preview 11:15

SELECTCOLUMNS Preview 06:42

ADDCOLUMNS Preview 03:21

SUMMARIZE Preview 07:24

ASSIGNMENT: SUMMARIZE Preview 00:56

SOLUTION: SUMMARIZE Preview 08:14

Generating New Data Preview 01:29

ROW Preview 04:08

DATATABLE Preview 06:16

GENERATESERIES Preview 04:25

The Table Constructor Preview 06:26

ASSIGNMENT: Generating Data Preview 00:44

SOLUTION: Generating Data Preview 04:21

QUIZ: Table & Filter Functions

Introduction Preview 01:01

CROSSJOIN Preview 07:39

UNION Preview 06:53

EXCEPT Preview 05:43

INTERSECT Preview 07:08

ASSIGNMENT: Calculated Table Joins Preview 01:09

SOLUTION: Calculated Table Joins Preview 09:33

QUIZ: Calculated Table Joins

Introduction Preview 01:40

Physical vs. Virtual Relationships Preview 02:53

RELATED Preview 04:00

RELATEDTABLE Preview 04:24

ASSIGNMENT: RELATED & RELATEDTABLE Preview 01:03

SOLUTION: RELATED & RELATEDTABLE Preview 05:11

USERELATIONSHIPS Preview 07:29

CROSSFILTER Preview 07:42

ASSIGNMENT: CROSSFILTER Preview 01:01

SOLUTION: CROSSFILTER Preview 05:59

TREATAS Preview 08:34

ASSIGNMENT: Sales Targets (TREATAS) Preview 01:15

SOLUTION: Sales Targets (TREATAS) Preview 16:09

QUIZ: Relationship Functions

Introduction Preview 01:16

Review: Basic Iterators Preview 02:10

Iterator Cardinality Preview 05:46

CONCATENATEX Preview 07:01

PRO TIP: Adding Dynamic Labels Preview 06:11

ASSIGNMENT: CONCATENATEX Preview 00:50

SOLUTION: CONCATENATEX Preview 08:43

AVERAGEX Preview 04:18

PRO TIP: Moving Averages Preview 08:43

ASSIGNMENT: Moving Averages Preview 01:12

SOLUTION: Moving Averages Preview 08:03

RANKX Preview 09:00

ASSIGNMENT: RANKX Preview 00:45

SOLUTION: RANKX Preview 05:20

QUIZ: Iterator Functions

Introduction Preview 01:30

Automatic Date Tables Preview 05:39

Date Table Requirements Preview 04:15

CALENDAR Preview 04:34

CALENDARAUTO Preview 05:45

PRO TIP: Building a Reusable Date Table Preview 07:03

Date Formatting Preview 01:59

ASSIGNMENT: Date Formatting Preview 00:55

SOLUTION: Date Formatting Preview 05:08

Common Time Intelligence Functions Preview 02:48

PARALLELPERIOD Preview 06:32

PREVIOUSQUARTER Preview 06:14

SAMEPERIODLASTYEAR Preview 05:25

ASSIGNMENT: Time Periods Preview 01:00

SOLUTION: Time Periods Preview 06:20

Week-based Calculations Preview 07:00

Previous Fiscal Week Preview 04:35

Fiscal Period to Date Preview 07:26

Fiscal Previous Period Preview 05:53

ASSIGNMENT: 4-5-4 Calendar Preview 00:52

SOLUTION: 4-5-4 Calendar Preview 06:12

QUIZ: Advanced Time Intelligence

Introduction Preview 01:30

Power BI Performance Analyzer Preview 04:13

PRO TIP: Copy Query Preview 04:18

DAX Studio Preview 09:45

DAX Optimization Workflow Preview 02:08

BONUS LECTURE: More from Maven Preview 00:59