Module 1: Introduction to Business Intelligence

• What is Business Intelligence (BI)?
• Introduction to Power BI
• Power BI Components
• Installing Power BI Desktop
• Power BI Ecosystem
• Understanding the Power BI Interface

Module 2: Getting Started with Power BI

• Importing Data
• Connecting Excel Files
• Connecting CSV Files
• Connecting SQL Databases
• Connecting Web Data
• Data Refresh
• Managing Data Sources

Module 3: Power Query (Data Cleaning & Transformation)

• Introduction to Power Query Editor
• Data Cleaning Techniques
• Remove Duplicates
• Replace Values
• Split & Merge Columns
• Pivot & Unpivot Columns
• Change Data Types
• Append Queries
• Merge Queries
• Conditional Columns
• Custom Columns
• Group By
• Query Parameters
• Data Profiling
• Refresh Automation
• Best Practices in Power Query

Module 4: Data Modeling

• Understanding Relationships
• One-to-One Relationship
• One-to-Many Relationship
• Many-to-Many Relationship
• Star Schema
• Snowflake Schema
• Fact & Dimension Tables
• Model Optimization
• Relationship Management

Module 5: DAX (Data Analysis Expressions)

• Introduction to DAX
• Calculated Columns
• Measures
• Variables
• Aggregation Functions
• Logical Functions
• Date & Time Functions
• Text Functions
• Filter Functions
• Time Intelligence
• CALCULATE
• FILTER
• RELATED
• ALL
• SUMX
• RANKX
• Advanced DAX Concepts

Module 6: Data Visualization

• Bar Charts
• Column Charts
• Line Charts
• Pie Charts
• Donut Charts
• Maps
• Tables
• Matrix Visuals
• KPI Cards
• Gauge Charts
• Funnel Charts
• Waterfall Charts
• Scatter Charts
• Treemap
• Decomposition Tree
• Key Influencers
• AI Visuals

Module 7: Interactive Reports & Dashboards

• Report Design Best Practices
• Themes & Formatting
• Slicers
• Drill Down
• Drill Through
• Bookmarks
• Tooltips
• Buttons
• Navigation
• Dynamic Titles
• Interactive Dashboard Design

Module 8: Advanced Power BI Features

• Row-Level Security (RLS)
• Incremental Refresh
• Data Gateway
• Parameters
• Dynamic Measures
• Field Parameters
• Composite Models
• Performance Analyzer
• Query Diagnostics
• Optimization Techniques

Module 9: Power BI Service

• Publish Reports
• Workspaces
• Dashboards
• Sharing Reports
• Scheduling Refresh
• Data Gateway Setup
• Apps
• Collaboration
• Export Reports
• Mobile View

Module 10: Excel & Power BI Integration

• Import Excel Data
• Analyze in Excel
• Excel Pivot Reports
• Power BI Publisher for Excel
• Live Data Connection

Module 11: SQL for Power BI (Basics)

• SQL Basics
• SELECT Statements
• WHERE Clause
• ORDER BY
• GROUP BY
• JOIN Operations
• Aggregate Functions
• Import SQL Data into Power BI

Module 12: Real-World Business Projects

• Sales Dashboard
• Financial Dashboard
• HR Analytics Dashboard
• Inventory Dashboard
• Customer Analytics
• Marketing Dashboard
• Profit & Loss Dashboard
• Executive KPI Dashboard
• E-Commerce Analytics
• Healthcare Analytics Dashboard

Module 13: Capstone Project

• End-to-End Data Analysis Project
• Data Collection
• Data Cleaning using Power Query
• Data Modeling
• DAX Calculations
• Dashboard Design
• Report Publishing
• Business Presentation