Part 1: Data Analysis
Module 1: Data Analysis in Excel
- Lesson 1: Classic Data Analysis with Excel
- Lesson 2: Excel Pivot Tables
- Lesson 3: Limitations of Classic Data Analysis
- Lab: Building a Classic Excel Dashboard
Module 2: The Excel Data Model
- Lesson 1: Using an Excel Data Model
- Lesson 2: DAX
- Lab 2: Explore an Excel Data Model
Module 3: Importing Data from Files
- Lesson 1: Importing Data into Excel
- Lesson 2: Shaping and Transforming Data
- Lesson 3: Loading Data
- Lab 3: Importing Data from a CSV File
Module 4: Importing Data from Databases
- Lesson 1: Available Data Sources
- Lesson 2: Previewing, Shaping, and Transforming Data
- Lesson 3: Table Relationships and Hierarchies
- Lesson 4: Loading Data
- Lab 4: Import Data from Multiple Sources
Module 5: Importing Data from Excel Reports
- Lesson 1: Importing Data from Excel Reports
- Lesson 2: Transforming Excel report Data
- Lab 5: Importing Data from a Report
Module 6: Creating and Formatting Measures
- Lesson 1: DAX
- Lesson 2: Measures
- Lesson 3: Advanced DAX Functions
- Lab 6: Creating Measures using Advanced DAX Functions
Module 7: Visualizing Data in Excel
- Lesson 1: Pivot Charts
- Lesson 2: Cube Functions
- Lesson 3: Charts for Cube Functions
- Lab 7: Data Visualization in Excel
Part 2: Power BI
Getting Started with Power BI Desktop
- Power BI Concepts and Overview
- Introduction to Main Features
- Imports
- Visualizations
- Filters and Queries
- Reports
Connecting to Data Sources with Power BI Desktop
- Data Sources Power BI Desktop will connect to
- Data Types and Properties in Power BI Desktop
- Import and Enter Data
- Get Data and Query Editor
- Introducing the Query Editor
- Using the Query Editor to Connect to Data
- Combining Data Sources as a Mash Up
- Working with Relationships in Data
Data Visualizations
- Overview of Data Visualizations
- Tables and Matrix Views
- Applying Conditional Formats
- Charts
- Interactive Data and Date Slicers
- Drill Visualizations to see underlying data
- Create Reusable Field Hierarchies
- Record Grouping and Binning in Visualizations
- Drill Visualizations with using Dates
- Clustering
- Analytics and Forecast Lines in Visualizations
- Creating Role Based Views
- Data Categories, Geo-Data and Maps
Querying and Shaping the Data
- Common Activities using Query Editor
- Filters
- Transforms
- Pivot and Group By
- Creating Custom Calculated Columns
- Adding Conditional Columns
- Introduction to DAX Expressions
- Histograms
Power Pivot and Data Model
- Relationship
- Common DAX Functions
- Concept of Measures
- Calculated Columns
Reports and Output Options
- Report Elements and Options
- Working with Pages
- Adding Graphics
- Visual and Filter Settings
- Export Power BI Data to CSV
- Create a Power BI Template