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Data Science Courses
Microsoft Power BI - The Practical Guide [2022 EDITION]
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Feb 2024
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Course content
Sections:
20
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Activities:
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Resources:
286
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Section 1
01 Getting Started
Welcome to This Course
002 What is Power BI
003 Installing Power BI Desktop
004 Connecting Power BI Desktop to Source Files
005 Creating our First Visuals
007 Comparing Excel & Power BI
008 Course Outline
009 How to Get the Most Out of This Course
010 Important_ How to Access Course Resources, Project Files & Slides
Section 2
02 Understanding the Power BI Desktop Basics & Preparing the Course Project
001 Module Introduction
002 The Power BI Desktop Workflow
003 Interface Tour
004 Important! Creating the Project Template & Recommended Settings
Section 3
03 Data Preparation in the Power Query Editor
001 Module Introduction
002 Understanding Data Preparation _ Cleaning _ Cleansing
003 Connecting Power BI Desktop to Source Files
004 How Power BI Queries Data
005 Understanding Basic Row Operations
006 Filtering Data
007 Analyzing Columns & Removing Blank Fields
008 Understanding & Using the Append Feature
009 Choosing & Removing Columns
010 Append Behind the Scenes
011 Understanding the Transpose Feature
012 Replacing Values
013 Working with Dates - The Basics
014 Understanding Data Formats
015 Handling Data Format Errors
016 Understanding Pivoting & Unpivoting
017 Applying Pivoting & Unpivoting
018 Fixing a Sorting Problem
019 Extracting Data, Splitting Columns & Sorting Multiple Columns
020 Introducing the _Group By_ Feature
021 Improving the Project Structure
022 Wrap Up
Section 4
04 Data Transformation in the Power Query Editor
001 Module Introduction
002 Data Warehouse, Data Model & Data Schema
003 The Star Schema - Theory
004 Applying the Star Schema to our Project
005 Understanding References
006 Comparing References & Duplicates
007 Importing Country & Region Codes
008 Using _Enter Data_ to Create a Table
009 Understanding the Merge Feature
010 How to Join Tables
011 Understanding Outer, Inner & Anti Joins
012 Join Kind in Practice
013 Handling Merge Errors
014 Understanding the DIM-age Table
015 Bringing Back the _age-group_ Column
016 Getting the Maximum Values From Each Age Group
017 Creating Conditional Columns
018 Creating an Index Column
019 Creating a DIM-gender Table
020 Understanding the FACT Table
021 Finishing the FACT Table
022 Applying Basic Mathematical Operations
023 Using the Enable Load Feature
024 Wrap Up
Section 5
05 The Data Model_ Working with Relationships & DAX (Data Analysis Espressions)
001 Module Introduction
002 Query Editor vs Data Model
003 Understanding Relationships
004 Creating our First Relationship
005 Understanding Cardinality & Difference Relationship Types
006 One to Many & Many to One
007 One to One
008 Many to Many
009 Fixing the Column Order Bug
010 Understanding the Cross Filter Direction
011 Understanding Active Properties
012 Adding Relationships to the Project
013 M-Language vs DAX (Data Analysis Expressions)
014 Creating a Custom Column with the M-Language
015 Creating a Calculated Column with DAX
016 M vs DAX - What Should I Choose
017 The DAX Basics
018 The Core DAX Syntax
019 DAX Data Types
020 DAX Operators
021 DAX Core Functions
022 Creating a Table with the CALENDAR Function
023 Extracting Data with the DOT Notation
024 Adding & Dividing Columns
025 Working with IF Functions
026 Understanding Relationship Functions
027 Calculated Column vs Measure
028 Understanding & Creating Measures
029 Working with FILTER & CALCULATE Functions - Theory
030 Combining CALCULATED & FILTER Functions
031 Adding the Filter Condition to CALCULATE
032 Using Measures in Measures
033 Changing the Measure's Home Table
034 Understanding the Data Category
035 Wrap Up
Section 6
06 Creating Visuals in the Report View
001 Module Introduction
002 The Power BI Workflow & Understanding Basics Visual Elements
003 Creating & Duplicating Pages
004 Organizing Visuals
005 Creating a New Visual
006 Creating Line & Column Charts
007 How FILTER Affects the Visual
008 Understanding Interactions
009 Hierarchies & Drill Down
010 Formatting Chart Colors
011 The Canvas
012 Formatting the Page Background _ Wallpaper
013 Formatting the Filter Pane & Filter Cards
014 Formatting Visuals_ General Settings
015 Diving Deeper Into Formatting Visuals
016 Working with Report Themes
017 Finishing the Report Theme
018 Understanding the Slicer
019 Default Summarization & Sorting Order
020 Creating Treemaps & Working with Multiple Slicers
021 Creating Tables
022 Syncing Slicers
023 Filter on Visual, Page & Report Level
024 Creating Single & Multi Row Cards
025 Adding a Secondary Y-Axis
026 Combining Column & Line Charts
027 The Waterfall Chart
028 Importing Visuals
029 Finishing Touches
030 Wrap Up
Section 7
07 Power BI Pro & Mobile_ Sharing & Collaborating with Workspaces & Apps
001 Module Introduction
002 The Next Steps
003 Power BI Pro Pricing
004 Power BI Pro Interface Tour
005 Publishing & My Workspace - Theory
006 Publishing _ Importing Power BI Desktop Projects to Pro
007 Datesets Walkthrough
008 List View vs Lineage View
009 Exploring Reports In Pro
010 Understanding Dashboards
011 Creating Reports & Dashboards
012 Diving Deeper Into _My Workspace_, Understanding Refresh and a Refresh Error
013 Gateways - Theory
014 Gateways_ Configuring Manual & Scheduled Refreshs
015 Sharing Data From _My Workspace_ via Direct Access
016 Sharing Links
017 Understanding Collaboration Workspaces - Theory
018 Creating Colaboration Workspaces
019 Sharing Data via Apps
020 Publishing & Unpublishing Apps
021 Deleting Collaboration Workspaces
022 Workspaces vs Apps
023 Working with Power BI Mobile
024 Wrap Up
Section 8
08 Other Data Sources
001 Module Introduction
002 Importing JSON Data
004 Importing Data from REST APIs
005 Preparation_ Setting up a MySQL Server
006 Importing Data from a MySQL Server (and other SQL Servers)
007 Wrap Up
Section 9
09 How to Stay Up-to-Date in the Power BI World
001 Module Introduction
002 Helpful Resources
003 Using Preview Features
Section 10
10 Course Round Up
001 Congratulations! What you Learned & How to Continue
Section 11
11 Bonus_ Selected Features by Example & Refresher Project
001 About this Module
002 Understanding Column from Examples
003 Group By, Big Data & DAX Studio
004 Please Read_ Bonus Project Introduction
005 Taxi Project - Query Editor
006 Taxi Project - Data Model & Visuals
007 Taxi Project - Power BI Service
Section 12
12 PLEASE READ_ This course was updated
001 How to Continue After the Latest Course Update
Section 13
13 OLD COURSE Introduction
001 Welcome to the Course!
002 What is Power BI
003 Installing Power BI Desktop & Project Setup
004 Connecting Power BI Desktop to Source Files
005 Working in the Query Editor
006 Understanding the Data Model & Creating Visuals
007 Course Outline - What's Inside the Course
008 How To Get The Most Out Of This Course
Section 14
14 OLD COURSE Introducing Power BI Desktop
001 Module Introduction
002 Using the Attached Project Files
003 Understanding the Power BI Desktop Workflow
004 Exploring the Interface of the Data Model
005 Understanding the Query Editor Interface
006 Important! Creating the Project File & Recommended Settings
Section 15
15 OLD COURSE Working in the Query Editor
001 Module Introduction
002 Connecting Power BI Desktop to Source Files
003 Keeping & Removing Rows
004 Working with Filters
005 Removing Empty Rows
006 Saving the Project Draft
007 Appending Queries
008 Working with Columns
009 Replacing Values
011 Formatting Data & Handling Formatting Errors
012 Pivoting & Unpivoting Data
013 Splitting Columns
014 Creating Groups & Cleaning Up our Project
015 What we Achieved & How to Continue
016 Theory Time_ The Star Schema
017 How we Use the Star Schema in our Project
018 Query Duplicates vs References
019 Creating the DIM-Region Table & Removing Duplicates
020 Creating Tables Manually
021 Theory Time_ Merging Queries
022 Understanding _Join Kind
023 Merging Queries Applied
024 Finishing the DIM-Region Table
025 The Next Steps
026 Creating the DIM-Age Table
027 Understanding _Extract
028 Working with Conditional Columns
029 Creating the FACT-Table
030 Understanding Basic Mathematical Operations
031 Performance Optimization
032 Wrap Up
Section 16
16 OLD COURSE Understanding the Data Model_ Data & Relationship View
001 Module Introduction
002 Understanding Relationships
003 Cardinality_ Many-to-One & One-to-One
004 Cross Filter Direction & Many-to-Many
005 Understanding Active Properties
006 M-Language vs DAX (Data Analysis Expressions)
007 M vs DAX - A Practical Example
008 Understanding the DAX Basics
009 The DAX Syntax
010 Supported DAX Data Types
011 Diving Into Operators
012 DAX Functions - An Overview
013 Understanding the CALENDAR Function
014 Applying the DAX Basics
015 Understanding IF & RELATED
016 Calculated Columns vs Measures
017 Creating our First Measures
018 Understanding CALCULATE & FILTER
019 Applying CALCULATE & FILTER in Measures
020 Creating Measures with Measures
021 Understanding _Data Category
022 Wrap Up
Section 17
17 OLD COURSE Creating Visuals in the Report View
001 Module Introduction
002 Understanding Basic Visual Concepts
003 Getting Started with Visuals & Reports
004 Creating our First Visuals
005 Understanding Tooltips & Interactions
006 Diving Intro Hierarchies & Drill Mode
007 Data Colors & Conditional Formatting
008 Formatting Report Pages
009 Formatting Visuals
010 Working with Report Themes
011 Using the Slicer
012 Understanding Default Summarization & Sorting
013 Working with Treemaps & Tables
014 Syncing Slicers
015 Understanding Filter Types (Visual, Page & Report)
016 Working with (Multi) Row Cards
017 Creating Combined Visuals & Waterfalls
018 Using Custom Visuals
019 Wrap Up
Section 18
18 OLD COURSE Taking the Project to the Cloud with Power BI Pro (Service)
001 Module Introduction
002 Why we Need Power BI Pro (Service)
003 Power BI_ Service vs Pro vs Premium
005 Exploring the Power BI Pro Interface
006 Understanding Workspaces
007 Connecting Power BI Pro & Power BI Desktop
008 Understanding Datasets in Power BI Pro
009 Working with Reports
010 Creating Dashboards
011 Exploring _My Workspace
012 Refreshing Data with Gateways
013 Sharing Data From _My Workspace
014 Understanding Collaboration Workspaces
015 Workspaces vs Apps vs Content Packs
016 Publishing an App
017 Workspace or App - Which one Should I Choose
018 Working with Power BI Mobile
019 Wrap Up
Section 19
19 OLD COURSE Creating Custom Visuals (Power BI for Developers)
001 Module Introduction
002 Why Custom Visuals
003 The Required Tools
004 Setting Up & Installing the Required Tools
005 Creating a New Visual
006 Analyzing the Project & the Code
007 Rendering Content to the Screen
008 Using d3.js & a First Shape
009 Getting Started with the Bars
010 Rendering a Chart for Dummy Data
011 Binding Real Data
012 Coloring the Bars
013 Adding an Axis
014 Package & Wrap Up
015 Useful Resources & Links
Section 20
22 OLD COURSE Course Roundup
001 Bonus_ More Content!
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Microsoft Power BI - The Practical Guide [2022 EDITION]
Course modified date:
10 Feb 2024
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