🔹 Module 1: Introduction & Power BI Ecosystem
• What is Power BI? (Desktop vs. Service vs. Mobile)
• Overview of Power BI Architecture
• Business Intelligence vs. Data Analytics
• Power BI Pro vs. Free vs. Premium

🔹 Module 2: Data Preparation & Transformation (Power Query)
• Connecting to Excel data sources
• Data profiling, cleaning, and shaping
• Removing duplicates, splitting columns, unpivoting

🔹 Module 3: Data Modeling & Relationships
• Star schema vs. Snowflake schema
• Creating and managing relationships
• Fact and dimension tables
• Handling one-to-many, many-to-many relationships
• Active vs. Inactive relationships

🔹 Module 4: DAX Fundamentals & Advanced Concepts
• Calculated columns vs. Measures
• Common DAX functions:
• SUM, AVERAGE, COUNTROWS, DISTINCTCOUNT
• CALCULATE, FILTER, ALL, ALLEXCEPT
• SWITCH, IF, HASONEVALUE
Time Intelligence (YTD, MTD, LY, SAMEPERIODLASTYEAR)

🔹 Module 5: Visualizations & Report Design
• Using core visuals: Matrix, Bar, Line, Pie, Card, etc.
• KPI & Gauge visuals
• Custom visuals (Marketplace)
• Visual interactions & drill-through
• Bookmarks & buttons for interactivity
• Conditional formatting and tooltips

🔹 Module 6: UX/UI Design Best Practices
• Layout design for clarity and impact
• Using themes, fonts, and color palettes
• Creating templates and report branding
• Design principles: balance, hierarchy, consistency
• Using containers, white space, and grid alignment
• Report navigation techniques (tabs, menus)

🔹 Module 8: Publishing & Power BI Service
• Publishing reports to Power BI Service
• Creating and sharing dashboards