Sure! Here's a structured module-wise course outline for Power BI:
Module 1: Introduction to Power BI
- Understanding Business Intelligence and Data Visualization
- Introduction to Power BI and its components
- Power BI Desktop vs. Power BI Service
- Connecting to various data sources
Module 2: Data Transformation and Data Modeling
- Data loading and data shaping in Power Query Editor
- Data cleaning and transformation techniques
- Creating relationships between tables
- Understanding data modeling best practices
Module 3: Data Visualization with Power BI
- Creating basic visualizations (bar charts, line charts, pie charts, etc.)
- Enhancing visuals with formatting options
- Using custom visuals and marketplace visuals
- Implementing drill-down, drill-through, and cross-filtering
Module 4: Advanced Data Visualization
- Working with maps and geographical data
- Hierarchical visuals (sunburst charts, treemaps)
- Time-based visuals (time-series charts, forecasting)
- Implementing KPIs and gauges
Module 5: Power BI DAX (Data Analysis Expressions)
- Introduction to DAX and its importance in Power BI
- DAX functions for calculated columns and measures
- Time intelligence functions for analyzing trends
- Using variables and filtering in DAX
Module 6: Power BI Report Development
- Designing interactive and responsive reports
- Using bookmarks and report themes
- Utilizing tooltips for additional information
- Adding slicers and drillthrough actions
Module 7: Power BI Dashboards
- Creating visually appealing dashboards
- Using Q&A (Natural Language Query) feature
- Dashboard navigation and best practices
- Sharing and collaborating on dashboards
Module 8: Power BI Service and Power BI Mobile App
- Publishing reports to Power BI Service
- Creating and managing workspaces
- Power BI mobile app features and usage
- Real-time dashboards and data refresh
Module 9: Power BI Integration with Other Tools
- Integrating Power BI reports into SharePoint and Teams
- Embedding Power BI reports into websites
- Using Power BI with Excel and Azure services
Module 10: Power BI Security and Administration
- Understanding Power BI security options
- Row-level security (RLS) implementation
- Auditing and usage monitoring
- Power BI Premium and Power BI Pro
Module 11: Power BI for Advanced Analytics
- Integrating Power BI with Azure Machine Learning
- Using AI visuals and Insights
- Anomaly detection and key influencer visuals
Module 12: Power BI Best Practices and Optimization
- Performance optimization techniques
- Designing for usability and accessibility
- Version control and collaborative development
Each module can be adapted based on the course duration, audience skill level, and specific learning objectives. Power BI is a powerful tool for data visualization and analysis, and this structured course will equip students with the knowledge and skills to harness its full potential in various business scenarios.