image
The Ultimate Drawing Course Beginner to Advanced...
$179
$79
image
User Experience Design Essentials - Adobe XD UI UX...
$179
$79
Total:
$659

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 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
!
__________
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
__________
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
)
__________
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.
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 data analysis use cases
Students looking for a comprehensive, engaging, and highly interactive approach to training

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 data analytics & business intelligence professionals

Test your skills with hands-on demos & assignments (with step-by-step solutions)

Requirements

  • You will need a copy of Adobe XD 2019 or above. A free trial can be downloaded from Adobe.
  • No previous design experience is needed.
  • No previous Adobe XD skills are needed.

Course Content

27 sections • 95 lectures
Expand All Sections
1-Getting Started
5
1.1-Course Structure & Outline
1.2-READ ME: Important Notes for New Students
1.3-DOWNLOAD: Course Resources
1.4-Setting Expectations
1.5-Helpful Resources
2-Prerequisite Skills Review
4
2.1-Introduction
2.2-Data Modeling Fundamentals
2.3-Basic DAX Review
2.4-QUIZ: Prerequisite Skills Review
3-Introducing the Course Project
4
3.1-Introducing the Course Project
3.2-NOTE: Power BI Options & Settings
3.3-Maven Roasters Data Model Setup
3.4-ASSIGNMENT: Getting Familiar with the Data Model
4-The DAX Engines
12
4.1-Introduction
4.2-DAX Formula & Storage Engines
4.3-DAX Query Evaluation In Depth
4.4-Data & Storage Types
4.5-VertiPaq Columnar Data Structure
4.6-VertiPaq Compression & Encoding
4.7-Value Encoding
4.8-Hash Encoding
4.9-Run Length Encoding
4.10-VertiPaq Relationships
4.11-Summary: DAX Engines
4.12-QUIZ: The DAX Engines
5-Tips & Best Practices
11
5.1-Introduction
5.2-DAX Shortcuts
5.3-Formatting Best Practices
5.4-DAX Evaluation Order
5.5-Commenting Your Code
5.6-PRO TIP: Dedicated Measure Table
5.7-Error Handling
5.8-Creating & Using DAX Variables
5.9-Variable Evaluation Order
5.10-PRO TIP: Using Variables to Test & Debug DAX
5.11-QUIZ: Tips & Best Practices
6-Scalar Functions
16
6.1-Introduction
6.2-Common Scalar Functions
6.3-Aggregation Functions
6.4-PRO TIP: SUM & SUMX
6.5-Rounding Functions
6.6-ASSIGNMENT: Rounding Functions
6.7-SOLUTION: Rounding Functions
6.8-Information Functions
6.9-Conversion Functions
6.10-ASSIGNMENT: Conversion Functions
6.11-SOLUTION: Conversion Functions
6.12-Logical Functions: SWITCH
6.13-Logical Functions: COALESCE
6.14-ASSIGNMENT: Logical Functions
6.15-SOLUTION: Logical Functions
6.16-QUIZ: Scalar Functions
7-Advanced CALCULATE
11
7.1-Introduction
7.2-Expanded Tables
7.3-Context Transition
7.4-Evaluation Order
7.5-CALCULATE Modifiers
7.6-REMOVEFILTERS
7.7-KEEPFILTERS
7.8-ASSIGNMENT: Advanced CALCULATE
7.9-SOLUTION: Advanced CALCULATE
7.10-PRO TIP: Common CALCULATE Patterns
7.11-QUIZ: Advanced CALCULATE
8-Table & Filter Functions
27
8.1-Introduction
8.2-Common Table & Filter Functions
8.3-Review: Calculated Tables
8.4-DISTINCT
8.5-VALUES
8.6-ASSIGNMENT: VALUES & DISTINCT
8.7-SOLUTION: VALUES & DISTINCT
8.8-SELECTEDVALUE
8.9-ALLEXCEPT
8.10-ASSIGNMENT: ALLEXCEPT
8.11-SOLUTION: ALLEXCEPT
8.12-ALLSELECTED
8.13-ASSIGNMENT: ALLSELECTED
8.14-SOLUTION: ALLSELECTED
8.15-SELECTCOLUMNS
8.16-ADDCOLUMNS
8.17-SUMMARIZE
8.18-ASSIGNMENT: SUMMARIZE
8.19-SOLUTION: SUMMARIZE
8.20-Generating New Data
8.21-ROW
8.22-DATATABLE
8.23-GENERATESERIES
8.24-The Table Constructor
8.25-ASSIGNMENT: Generating Data
8.26-SOLUTION: Generating Data
8.27-QUIZ: Table & Filter Functions
9-Calculated Table Joins
8
9.1-Introduction
9.2-CROSSJOIN
9.3-UNION
9.4-EXCEPT
9.5-INTERSECT
9.6-ASSIGNMENT: Calculated Table Joins
9.7-SOLUTION: Calculated Table Joins
9.8-QUIZ: Calculated Table Joins
10-Relationship Functions
14
10.1-Introduction
10.2-Physical vs. Virtual Relationships
10.3-RELATED
10.4-RELATEDTABLE
10.5-ASSIGNMENT: RELATED & RELATEDTABLE
10.6-SOLUTION: RELATED & RELATEDTABLE
10.7-USERELATIONSHIPS
10.8-CROSSFILTER
10.9-ASSIGNMENT: CROSSFILTER
10.10-SOLUTION: CROSSFILTER
10.11-TREATAS
10.12-ASSIGNMENT: Sales Targets (TREATAS)
10.13-SOLUTION: Sales Targets (TREATAS)
10.14-QUIZ: Relationship Functions
11-Iterator Functions
15
11.1-Introduction
11.2-Review: Basic Iterators
11.3-Iterator Cardinality
11.4-CONCATENATEX
11.5-PRO TIP: Adding Dynamic Labels
11.6-ASSIGNMENT: CONCATENATEX
11.7-SOLUTION: CONCATENATEX
11.8-AVERAGEX
11.9-PRO TIP: Moving Averages
11.10-ASSIGNMENT: Moving Averages
11.11-SOLUTION: Moving Averages
11.12-RANKX
11.13-ASSIGNMENT: RANKX
11.14-SOLUTION: RANKX
11.15-QUIZ: Iterator Functions
12-Advanced Time Intelligence
22
12.1-Introduction
12.2-Automatic Date Tables
12.3-Date Table Requirements
12.4-CALENDAR
12.5-CALENDARAUTO
12.6-PRO TIP: Building a Reusable Date Table
12.7-Date Formatting
12.8-ASSIGNMENT: Date Formatting
12.9-SOLUTION: Date Formatting
12.10-Common Time Intelligence Functions
12.11-PARALLELPERIOD
12.12-PREVIOUSQUARTER
12.13-SAMEPERIODLASTYEAR
12.14-ASSIGNMENT: Time Periods
12.15-SOLUTION: Time Periods
12.16-Week-based Calculations
12.17-Previous Fiscal Week
12.18-Fiscal Period to Date
12.19-Fiscal Previous Period
12.20-ASSIGNMENT: 4-5-4 Calendar
12.21-SOLUTION: 4-5-4 Calendar
12.22-QUIZ: Advanced Time Intelligence
13-Sneak Peek: Performance Tuning
5
13.1-Introduction
13.2-Power BI Performance Analyzer
13.3-PRO TIP: Copy Query
13.4-DAX Studio
13.5-DAX Optimization Workflow
14-Wrapping Up
1
14.1-BONUS LESSON