Advanced Power BI Data Analysis with DAX Functions and Visualization

Overview

Master advanced DAX functions and data modeling in Power BI, from custom measures and calculated columns to time intelligence features, enabling sophisticated data analysis and visualization capabilities.

Syllabus

• Introduction to Advanced Power BI
Overview of Power BI capabilities
Key concepts in data analysis and visualization
• DAX Fundamentals Review
Basics of Data Analysis Expressions (DAX)
Importance of DAX in data modeling
• Advanced DAX Functions
Custom measures and calculated columns
Table functions and their applications
Advanced filter functions
• Time Intelligence with DAX
Time-based calculations
Year-to-Date (YTD), Quarter-to-Date (QTD), and Month-to-Date (MTD) calculations
Handling fiscal calendars and custom date tables
• Data Modeling Techniques
Building complex data models
Creating relationships between tables
Best practices for model optimization
• Advanced Visualizations
Customizing visuals for deeper insights
Using slicers and bookmarks effectively
Interactive dashboards and reports
• Case Studies and Applications
Real-world examples of advanced Power BI usage
Problem-solving with DAX and data models
• Performance Optimization
Enhancing report performance
Troubleshooting common issues
• Final Project
Capstone project involving complex data analysis
Development of an interactive report/dashboard using advanced DAX and visualization techniques
• Review and Q&A
Summary of key concepts
Open session for questions and discussion
• Resources and Next Steps
Study materials and further reading
Certification paths and professional development opportunities

Subjects

Business