What is Data Analytics & Why It Matters Real-World Use Cases & Career Opportunities Data Ecosystem & Industry Tools Overview Understanding Data-Driven Decision Making Setting up Python, Excel, SQL & BI Tools

Excel Basics, Formulas, and Functions Sorting, Filtering, Conditional Formatting Pivot Tables & Data Visualization in Excel Advanced Excel Functions (VLOOKUP, INDEX-MATCH, IFERROR) Dashboard Creation using Excel Real Business Case Study in Excel

Python Basics: Data Types, Loops, Lists, Functions Working with Pandas & NumPy Data Cleaning and Data Transformation Exploratory Data Analysis (EDA) in Python Real-World Data Projects using Python

Introduction to Databases & SQL CRUD Operations – SELECT, UPDATE, DELETE, INSERT Joins, Subqueries & Group Functions Real-Time Data Extraction from Datasets Integrating SQL with Python