Overview of Data Analytics | Importance of Data-Driven Decision Making | Data Analytics Workflow Stages | Key Tools for Data Analytics | Basics of Data Collection and Cleaning

Introduction to Data Preparation | Fundamentals of Data Visualization | Practical Applications of Data Analytics | Career Opportunities in Data Analytics | Exploring Data Analytics Technologies

Advanced Formulas and Functions | Using Named Ranges | Data Validation Techniques | Conditional Formatting Mastery | Interactive Dashboards with Slicers | Advanced Pivot Tables Techniques | Power Query for Data Manipulation | Data Analysis ToolPak | Statistical Analysis in Excel

Introduction to Macros | Automating Tasks with Macros | LOOKUP Functions (VLOOKUP, HLOOKUP) | Combining IF, AND, OR Functions

Understanding Data Relationships | Building Data Models | Using Advanced DAX Functions | Data Analysis Techniques | Implementing Row-Level Security | Managing Access Control

Creating Custom Visualizations | Using Drill-Throughs | Power BI Performance Optimization | Power BI Mobile Introduction | Embedding Power BI Reports

Building a Data Analytics Portfolio | Projects, Reports, and Dashboards | Writing an Effective Resume for Data Analytics Roles | LinkedIn Profile Optimization for Data Analytics | Preparing for Technical Interviews

Case Study Preparation for Data Analytics | Exploring Freelance Data Analytics Opportunities | Data Analytics Certifications

Excel Interface Overview | Formulas and Basic Functions | Data Entry Techniques | Sorting and Filtering Data | Basic Calculations in Excel | Introduction to Excel Tables | Data Cleaning Techniques

Data Preparation for Analysis | Introduction to Pivot Tables | Basic Data Visualization in Excel | Essential Keyboard Shortcuts | Productivity Tips for Excel Users

Introduction to SQL | Basic SQL Commands | Filtering and Sorting Data | Data Retrieval from Multiple Tables | Aggregate Functions in SQL

Grouping Data with SQL | Table Joins (INNER, LEFT, RIGHT, FULL) | Writing Subqueries | Nested Queries for Complex Analysis

Introduction to Power BI Overview | Power BI Installation and Setup | Data Import Techniques | Data Transformation using Power Query | Creating Bar Charts in Power BI | Designing Line Charts and Maps | Working with Tables and Visualizations | Building Interactive Dashboards

Introduction to DAX Functions | Using Calculated Fields with DAX | Publishing Reports to Power BI Service | Sharing Insights with Power BI

End-to-End Data Analysis Project with Power BI | Connecting to Live Data Sources (SQL, Excel, Web APIs) | Working with Power BI Gateways for Real-Time Data Updates | Developing Custom Themes and Branding for Reports | Exporting Reports and Integrating with Other Tools (Excel, PowerPoint) | Troubleshooting Common Issues and Best Practices

Power BI Data Modeling Techniques | Advanced DAX Functions | Optimizing Power BI Performance | Creating Interactive Dashboards | Implementing Row-Level Security in Power BI | Publishing and Sharing Power BI Reports | Power BI Integration with Azure