Learn Power BI. Follow the Power BI Complete Overview to learn how to expand your data analytic knowledge.
Here’s a comprehensive outline for learning Power BI, suitable for beginners to intermediate users:
1. Introduction to Power BI
- What is Power BI?
- Why Use Power BI?
- Benefits and use cases
- Installing Power BI Desktop
- System requirements
- Step-by-step installation process
2. Getting Started with Power BI
- Navigating the Interface
- Overview of the Power BI Desktop UI
- Key panes: Report, Data, and Model
- Understanding Basic Concepts
- Datasets, Reports, and Dashboards
- Importing vs. Direct Query
- Connecting to Data Sources
- Supported data sources
- Connecting to Excel, CSV, databases, and online services
3. Data Preparation and Transformation
- Using Power Query Editor
- Overview of the Power Query interface
- Loading and previewing data
- Data Cleaning
- Removing duplicates
- Splitting and merging columns
- Filtering rows
- Data Transformation
- Changing data types
- Adding calculated columns
- Pivoting and unpivoting data
- Merging and Appending Queries
- Combining multiple datasets
- Managing relationships between data sources
4. Data Modeling
- Understanding Data Models
- Basics of star schema and snowflake schema
- Importance of relationships
- Creating Relationships
- Cardinality: one-to-one, one-to-many
- Cross-filtering direction
- Using DAX (Data Analysis Expressions)
- Calculated columns vs. measures
- Common DAX functions:
- Aggregation (SUM, AVERAGE)
- Logical (IF, SWITCH)
- Time intelligence (YTD, QTD)
- Optimizing Data Models
- Managing relationships
- Performance tips
5. Visualizing Data
- Creating Basic Visualizations
- Tables and matrices
- Bar and column charts
- Line charts
- Pie and donut charts
- Interactive Visuals
- Slicers
- Filters (report, page, visual level)
- Drill-through pages
- Advanced Visualizations
- Maps and geographical charts
- Scatter plots and bubble charts
- Custom visuals from AppSource
- Design Best Practices
- Choosing the right chart
- Color schemes and themes
- Layout and alignment tips
6. Publishing and Sharing
- Publishing Reports
- Saving locally vs. publishing to the Power BI Service
- Creating Dashboards
- Pinning visuals to dashboards
- Adding tiles (text, web content)
- Sharing and Collaboration
- Sharing dashboards and reports
- Managing permissions
- Using Power BI Mobile
- Overview of the mobile app
- Accessing reports and dashboards on mobile
7. Advanced Features
- Power BI Service Features
- Dataflows
- Scheduled refresh
- Row-Level Security (RLS)
- Setting up roles
- Applying filters for different users
- Embedding and Integrations
- Embedding Power BI in applications
- Integrating with other tools (Excel, Teams, SharePoint)
- Advanced Analytics
- Forecasting
- Using Python or R scripts
8. Power BI Administration
- Managing Workspaces
- Creating and assigning workspaces
- Data Gateway
- Setting up an on-premises data gateway
- Licensing and Pricing
- Understanding Power BI Free vs. Pro vs. Premium
- Monitoring and Auditing
- Usage metrics for dashboards and reports
9. Real-World Projects
- Building End-to-End Projects
- Gathering requirements
- Data preparation
- Creating visualizations
- Publishing and sharing
- Sample Project Ideas
- Sales performance dashboard
- HR analytics
- Financial performance reporting
10. Continuous Learning and Resources
- Microsoft Power BI Documentation
- Community Forums and Blogs
- YouTube Tutorials and Webinars
- Certification Pathways
- PL-300: Microsoft Power BI Data Analyst
- Practice with Real Data
- Datasets from Kaggle or other open sources
