Microsoft Power BI Desktop for Business Intelligence
About Course
Welcome to the #1 best-selling Power BI Desktop course – completely rebuilt for 2023/2024!
If you’re a data professional or aspiring analyst looking to learn the top business intelligence platform on the market, you’ve come to the right place. With more than 100,000 perfect 5-star reviews from students around the world, this is the course you’ve been looking for.
Throughout the course, you’ll learn from top instructors on the Maven Analytics team and put your skills to the test with hands-on projects and unique, real-world assignments.
THE COURSE PROJECT:
You’ll play the role of Business Intelligence Analyst for AdventureWorks Cycles, a fictional manufacturing company. Your role is to transform raw data into professional-quality reports and dashboards to track KPIs, compare regional performance, analyze product-level trends, and identify high-value customers.
But don’t worry, we’ll be here to guide you along every step of the way, with intuitive, crystal clear explanations and helpful pro tips to take you from zero to expert – guaranteed.
This course is designed to follow the key stages of the business intelligence workflow (data prep, data modeling, exploratory data analysis, data visualization & dashboard design) and simulate real-world tasks that data professionals encounter every day on the job:
STAGE 1: Connecting & Shaping Data
In this stage we’ll focus on building automated workflows to extract, clean, transform, and load our project data using Power Query, and explore common data connectors, storage modes, profiling tools, table transformations, and more:
- Data connectors
- Storage & import modes
- Query editing tools
- Table transformations
- Connecting to a database
- Extracting data from the web
- QA & Profiling tools
- Text, numerical, date & time tools
- Rolling calendars
- Index & conditional columns
- Grouping & aggregating
- Pivoting & unpivoting
- Merging & appending queries
- Data source parameters
- Importing Excel models
STAGE 2: Creating a Relational Data Model
In stage 2 we’ll review data modeling best practices, introduce topics like cardinality, normalization, filter flow and star schemas, and begin to build our AdventureWorks data model from the ground up:
- Database normalization
- Fact & dimension tables
- Primary & foreign keys
- Star & snowflake schemas
- Active & inactive relationships
- Relationship cardinality
- Filter context & flow
- Bi-directional filters
- Model layouts
- Data formats & categories
- Hierarchies
STAGE 3: Adding Calculated Fields with DAX
In stage 3 we’ll introduce data analysis expressions (DAX). We’ll create calculated columns and measures, explore topics like row and filter context, and practice applying powerful tools like filter functions, iterators, and time intelligence patterns:
- DAX vs. M
- Calculated columns & measures
- Implicit, explicit & quick measures
- Measure calculation steps
- DAX syntax & operators
- Math & stats functions
- Conditional & logical functions
- The SWITCH function
- Text functions
- Date & time functions
- The RELATED function
- CALCULATE, FILTER & ALL
- Iterator (X) functions
- Time intelligence patterns
STAGE 4: Visualizing Data with Reports
Stage 4 is about bringing our data to LIFE with reports and dashboards. We’ll review data viz best practices, building and format basic charts, and add interactivity with bookmarks, slicer panels, parameters, tooltips, report navigation, and more:
- Data viz best practices
- Dashboard design framework
- Cards & KPIs
- Line charts, trend lines & forecasts
- On-object formatting
- Table & matrix visuals
- Conditional formatting
- Top N filtering
- Map visuals
- Drill up, drill down & drillthrough
- Report slicers & interactions
- Bookmarks & page navigation
- Numeric & fields parameters
- Custom tooltips
- Importing custom visuals
- Managing & viewing roles (RLS)
- Mobile layouts
- Publishing to Power BI Service
We’ll also introduce brand new features as they are released, powerful artificial Intelligence tools like decomposition trees, key influencers, smart narratives and natural language Q&A, and performance optimization techniques to keep your reports running smoothly at scale.
Ready to get started? Join today and get immediate, lifetime access to:
- 15+ hours of high-quality video
- 200+ page Power BI ebook
- 25 homework assignments & solutions
- Downloadable course project files
- Expert Q&A support forum
- 30-day money-back guarantee
If you’re looking for the ONE course to help you build job-ready Power BI skills, you’ve come to the right place.
What Will You Learn?
- Build professional-quality business intelligence reports from the ground up
- Blend and transform raw data into beautiful interactive visuals & dashboards
- Design and implement the same tools used by professional data analysts and data scientists
- Showcase your skills with two full-scale course projects (with step-by-step solutions)
- Explore powerful artificial intelligence tools and advanced data analysis & visualization techniques
- Learn from a #1 best-selling instructor and professional Power BI developer
Course Content
Subtitle Guide – Hướng dẫn thêm phụ đề
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Set up subtitle for video – Hướng dẫn thêm phụ đề
01 – Getting Started
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Subtitle File Resource
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001 READ ME Important Notes for New Students
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002 Course Introduction
02:32 -
003 Course Structure & Outline
02:55 -
004 DOWNLOAD Course Resources
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005 Introducing the Course Project
02:32 -
006 Setting Expectations
01:47
02 – Introducing Microsoft Power BI Desktop
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001 Section Introduction
01:23 -
002 Meet Power BI Desktop
04:54 -
003 Downloading Power BI
02:36 -
004 IMPORTANT Adjusting Settings
03:24 -
005 Power BI Desktop Interface & Workflow
04:02 -
006 Resources & Monthly Updates
02:23
03 – Connecting & Shaping Data
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001 Section Introduction
01:41 -
002 Power BI Front-End vs. Back-End
02:14 -
003 Types of Data Connectors
08:54 -
004 The Power Query Editor
04:44 -
005 Basic Table Transformations
11:03 -
006 ASSIGNMENT Table Transformations
01:17 -
007 SOLUTION Table Transformations
05:39 -
008 PRO TIP Storage & Connection Modes
03:19 -
009 Connecting to a Database
05:00 -
010 Extracting Data from the Web
03:57 -
011 Data QA & Profiling Tools
11:30 -
012 Text Tools
09:59 -
013 ASSIGNMENT Text-Specific Tools
00:47 -
014 SOLUTION Text-Specific Tools
03:06 -
015 Numerical Tools
09:49 -
016 ASSIGNMENT Numerical Tools
00:47 -
017 SOLUTION Numerical Tools
02:07 -
018 Date & Time Tools
10:55 -
019 Change Type with Locale
04:42 -
020 PRO TIP Rolling Calendars
08:01 -
021 ASSIGNMENT Calendar Tables
00:39 -
022 SOLUTION Calendar Tables
01:43 -
023 Index & Conditional Columns
10:13 -
024 Calculated Column Best Practices
03:12 -
025 Grouping & Aggregating
07:35 -
026 Pivoting & Unpivoting
07:26 -
027 Merging Queries
06:44 -
028 Appending Queries
06:52 -
029 PRO TIP Appending Files from a Folder
07:36 -
030 Data Source Settings
04:51 -
031 PRO TIP Data Source Parameters
14:03 -
032 Refreshing Queries
03:20 -
033 PRO TIP Importing Excel Models
05:57 -
034 Power Query Best Practices
01:54
04 – Creating a Data Model
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001 Section Introduction
02:11 -
002 Data Modeling 101
04:43 -
003 Database Normalization
03:50 -
004 Fact & Dimension Tables
02:37 -
005 Primary & Foreign Keys
07:28 -
006 Relationships vs. Merged Tables
02:28 -
007 Creating Table Relationships
06:49 -
008 Managing & Editing Relationships
02:54 -
009 Star & Snowflake Schemas
03:08 -
010 ASSIGNMENT Table Relationships
01:15 -
011 SOLUTION Table Relationships
05:19 -
012 PRO TIP Active & Inactive Relationships
04:20 -
013 Relationship Cardinality
04:56 -
014 Connecting Multiple Fact Tables
07:12 -
015 Filter Context & Filter Flow
05:47 -
016 Bi-Directional Filters & Ambiguity
09:59 -
017 Hiding Fields from Report View
04:29 -
018 ASSIGNMENT Filter Flow
01:03 -
019 SOLUTION Filter Flow
05:00 -
020 PRO TIP Model Layouts
03:46 -
021 Data Formats & Categories
06:12 -
022 Creating Hierarchies
04:10 -
023 ASSIGNMENT Hierarchies
01:00 -
024 SOLUTION Hierarchies
02:08 -
025 Data Model Best Practices
01:14
05 – Calculated Fields with DAX
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001 Section Introduction
01:36 -
002 Data Analysis Expressions 101
01:27 -
003 DAX vs. M Languages
01:59 -
004 Intro to DAX Calculated Columns
08:19 -
005 Intro to DAX Measures
02:55 -
006 Implicit vs. Explicit Measures
07:08 -
007 Quick Measures
01:51 -
008 RECAP Calculated Columns vs. Measures
01:28 -
009 PRO TIP Dedicated Measure Tables
05:53 -
010 Understanding Filter Context
09:02 -
011 Step-by-Step DAX Measure Calculation
03:25 -
012 DAX Syntax & Operators
04:01 -
013 Common DAX Function Categories
04:04 -
014 Basic Math & Stats Functions
09:38 -
015 Counting Functions
12:29 -
016 ASSIGNMENT Math & Stats Functions
00:53 -
017 SOLUTION Math & Stats Functions
04:30 -
018 Conditional & Logical Functions
06:57 -
019 The SWITCH Function
10:38 -
020 ASSIGNMENT Logical Functions
01:45 -
021 SOLUTION Logical Functions
05:32 -
022 Common Text Functions
08:11 -
023 ASSIGNMENT Text Functions
00:56 -
024 SOLUTION Text Functions
05:01 -
025 Basic Date & Time Functions
08:14 -
026 ASSIGNMENT Date & Time
00:38 -
027 SOLUTION Date & Time
01:25 -
028 Joining Data with RELATED
09:20 -
029 The CALCULATE Function
14:40 -
030 DAX Measure Totals
06:41 -
031 ASSIGNMENT CALCULATE
01:23 -
032 SOLUTION CALCULATE
06:39 -
033 The ALL Function
10:03 -
034 ASSIGNMENT CALCULATE & ALL
01:10 -
035 SOLUTION CALCULATE & ALL
02:44 -
036 The FILTER Function
08:05 -
037 Iterator (X) Functions
13:40 -
038 ASSIGNMENT Iterators
00:57 -
039 SOLUTION Iterators
03:07 -
040 Time Intelligence Patterns
14:16 -
041 ASSIGNMENT Time Intelligence
00:57 -
042 SOLUTION Time Intelligence
09:19 -
043 DAX Best Practices
02:05
06 – Visualizing Data with Reports
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001 Section Introduction
02:17 -
002 The 3 Key Questions
06:58 -
003 Dashboard Design Framework
02:49 -
004 Sketching the Dashboard Layout
10:10 -
005 Adding Report Pages & Objects
07:30 -
006 Naming & Grouping Objects
01:46 -
007 Cards & Multi-Row Cards
05:56 -
008 ASSIGNMENT Cards
01:08 -
009 SOLUTION Cards
02:13 -
010 Building & Formatting Charts
02:22 -
011 Line Charts
05:53 -
012 PRO TIP Trend Lines & Forecasts
03:29 -
013 ASSIGNMENT Line Chart & Trend
00:50 -
014 SOLUTION Line Chart & Trend
04:04 -
015 KPI Cards
08:50 -
016 Bar & Donut Charts
05:12 -
017 Basic Filtering Options
06:09 -
018 ASSIGNMENT Donuts & Filters
01:27 -
019 SOLUTION Donuts & Filters
04:48 -
020 Table & Matrix Visuals
05:55 -
021 Conditional formatting
04:09 -
022 Top N Filtering
02:21 -
023 ASSIGNMENT Tables
01:14 -
024 SOLUTION Tables
04:18 -
025 Top N Text Cards
05:18 -
026 ASSIGNMENT Top N Text Cards
01:34 -
027 SOLUTION Top N Text Cards
08:25 -
028 Map Visuals
05:33 -
029 Report Slicers
04:53 -
030 ASSIGNMENT Slicers
00:56 -
031 SOLUTION Slicers
01:55 -
032 PRO TIP HASONEVALUE
04:26 -
033 Gauge Charts
07:15 -
034 PRO TIP Advanced Conditional Formatting
05:45 -
035 Area Charts
02:56 -
036 Drill Up & Drill Down
06:59 -
037 ASSIGNMENT Drill Up & Drill Down
01:24 -
038 SOLUTION Drill Up & Drill Down
01:45 -
039 Drillthrough Filters
05:50 -
040 Editing Report Interactions
06:42 -
041 ASSIGNMENT Report Interactions
01:00 -
042 SOLUTION Report Interactions
02:18 -
043 Adding Bookmarks
07:03 -
044 ASSIGNMENT Bookmarks
01:56 -
045 SOLUTION Bookmarks
05:33 -
046 PRO TIP Custom Navigation Buttons
08:03 -
047 PRO TIP Slicer Panels
09:45 -
048 Numeric Range Parameters
10:29 -
049 Fields Parameters
05:22 -
050 ASSIGNMENT Fields Parameters
01:25 -
051 SOLUTION Fields Parameters
04:21 -
052 PRO TIP Custom Tool Tips
06:01 -
053 Importing Custom Visuals
04:30 -
054 Managing & Viewing Roles
04:20 -
055 Mobile Layouts
02:46 -
056 PREVIEW Publishing to Power BI Service
01:59 -
057 Data Visualization Best Practices
01:04
07 – Artificial Intelligence (AI)
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001 Section Introduction
01:37 -
002 Anomaly Detection
06:11 -
003 Smart Narratives
09:47 -
004 Q&A Visuals
12:01 -
005 Decomposition Trees
07:32 -
006 Key Influencers
10:03
08 – Power BI Optimization Tools
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001 Section Introduction
01:37 -
002 The Optimize Ribbon
02:46 -
003 Pausing Visuals
06:53 -
004 Optimization Presets
05:05 -
005 Applying All Slicers
03:22 -
006 Performance Analyzer
07:48 -
007 External Tools
02:35
09 – BONUS PROJECT Maven Market
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001 Introduction
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002 PART 1 Connecting & Shaping the Data
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003 PART 2 Creating the Data Model
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004 PART 3 Adding DAX Measures
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005 PART 4 Building the Report
10 – BONUS LESSON
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001 BONUS LESSON