Microsoft Power BI Desktop: Advanced DAX for Data Analysis
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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 data analysis and 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 analytics 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:
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Prerequisite Skills Review
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Review the core DAX concepts you should already know, including evaluation context, filter flow, measures, etc.
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Course Project Intro
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Introduce the Maven Roasters course project, and build the data model that we’ll analyze in Power BI Desktop
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The DAX Engines
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Understand the DAX formula and storage engines, data types, VertiPaq encoding & compression methods, etc.
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DAX Tips & Best Practices
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Review helpful tips for formatting DAX queries, adding comments, handling errors, and using DAX variables
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Scalar Functions
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Explore common DAX scalar functions, including rounding, information, conversion, and logical functions
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Advanced CALCULATE
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Review CALCULATE modifiers, context transition, interactions with tables, etc.
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Table & Filter Functions
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Create calculated tables, review common DAX filter functions, generate new data, etc.
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Calculated Table Joins
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Create calculated joins between physical and virtual tables in Power BI (UNION, EXCEPT, INTERSECT, etc.)
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Relationship Functions
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Explore expanded tables, physical & virtual relationships, common relationship functions, etc.
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Iterator (“X”) Functions
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Explore iterator cardinality, nested iterators, context transition, RANKX, DAX calculation granularity, etc.
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Advanced Time Intelligence
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Build date tables with DAX, compare custom time periods, manage fiscal calendars, etc.
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SNEAK PEEK: Performance Tuning
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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:
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150+ page Power BI & DAX ebook
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Downloadable datasets and Power BI project files
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Homework assignments & quizzes
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1-on-1 expert support
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Course Q&A forum
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30-day money-back guarantee
See you in there!
-Aaron (Power BI & DAX Instructor, Maven Analytics)
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Looking for our full course library? Search “Maven Analytics” to browse our full collection of Excel, Power BI, SQL, Tableau, Python, Alteryx & Machine Learning 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.
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14IntroductionVideo lesson
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15DAX Formula & Storage EnginesVideo lesson
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16DAX Query Evaluation In DepthVideo lesson
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17Data & Storage TypesVideo lesson
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18VertiPaq Columnar Data StructureVideo lesson
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19VertiPaq Compression & EncodingVideo lesson
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20Value EncodingVideo lesson
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21Hash EncodingVideo lesson
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22Run Length EncodingVideo lesson
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23VertiPaq RelationshipsVideo lesson
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24Summary: DAX EnginesVideo lesson
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25QUIZ: The DAX EnginesQuiz
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26IntroductionVideo lesson
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27DAX ShortcutsVideo lesson
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28Formatting Best PracticesVideo lesson
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29DAX Evaluation OrderVideo lesson
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30Commenting Your CodeVideo lesson
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31PRO TIP: Dedicated Measure TableVideo lesson
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32Error HandlingVideo lesson
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33Creating & Using DAX VariablesVideo lesson
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34Variable Evaluation OrderVideo lesson
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35PRO TIP: Using Variables to Test & Debug DAXVideo lesson
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36QUIZ: Tips & Best PracticesQuiz
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37IntroductionVideo lesson
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38Common Scalar FunctionsVideo lesson
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39Aggregation FunctionsVideo lesson
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40PRO TIP: SUM & SUMXVideo lesson
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41Rounding FunctionsVideo lesson
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42ASSIGNMENT: Rounding FunctionsVideo lesson
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43SOLUTION: Rounding FunctionsVideo lesson
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44Information FunctionsVideo lesson
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45Conversion FunctionsVideo lesson
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46ASSIGNMENT: Conversion FunctionsVideo lesson
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47SOLUTION: Conversion FunctionsVideo lesson
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48Logical Functions: SWITCHVideo lesson
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49Logical Functions: COALESCEVideo lesson
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50ASSIGNMENT: Logical FunctionsVideo lesson
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51SOLUTION: Logical FunctionsVideo lesson
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52QUIZ: Scalar FunctionsQuiz
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53IntroductionVideo lesson
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54Expanded TablesVideo lesson
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55Context TransitionVideo lesson
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56Evaluation OrderVideo lesson
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57CALCULATE ModifiersVideo lesson
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58REMOVEFILTERSVideo lesson
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59KEEPFILTERSVideo lesson
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60ASSIGNMENT: Advanced CALCULATEVideo lesson
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61SOLUTION: Advanced CALCULATEVideo lesson
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62PRO TIP: Common CALCULATE PatternsVideo lesson
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63QUIZ: Advanced CALCULATEQuiz
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64IntroductionVideo lesson
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65Common Table & Filter FunctionsVideo lesson
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66Review: Calculated TablesVideo lesson
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67DISTINCTVideo lesson
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68VALUESVideo lesson
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69ASSIGNMENT: VALUES & DISTINCTVideo lesson
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70SOLUTION: VALUES & DISTINCTVideo lesson
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71SELECTEDVALUEVideo lesson
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72ALLEXCEPTVideo lesson
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73ASSIGNMENT: ALLEXCEPTVideo lesson
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74SOLUTION: ALLEXCEPTVideo lesson
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75ALLSELECTEDVideo lesson
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76ASSIGNMENT: ALLSELECTEDVideo lesson
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77SOLUTION: ALLSELECTEDVideo lesson
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78SELECTCOLUMNSVideo lesson
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79ADDCOLUMNSVideo lesson
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80SUMMARIZEVideo lesson
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81ASSIGNMENT: SUMMARIZEVideo lesson
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82SOLUTION: SUMMARIZEVideo lesson
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83Generating New DataVideo lesson
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84ROWVideo lesson
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85DATATABLEVideo lesson
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86GENERATESERIESVideo lesson
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87The Table ConstructorVideo lesson
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88ASSIGNMENT: Generating DataVideo lesson
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89SOLUTION: Generating DataVideo lesson
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90QUIZ: Table & Filter FunctionsQuiz
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