What is Data Analytics & Why It MattersReal-World Use Cases & Career OpportunitiesData Ecosystem & Industry Tools OverviewUnderstanding Data-Driven Decision MakingSetting up Python, Excel, SQL & BI Tools
Module 2: Excel & Advanced Excel for Data Analysis
Excel Basics, Formulas, and FunctionsSorting, Filtering, Conditional FormattingPivot Tables & Data Visualization in ExcelAdvanced Excel Functions (VLOOKUP, INDEX-MATCH, IFERROR)Dashboard Creation using ExcelReal Business Case Study in Excel
Python Basics: Data Types, Loops, Lists, FunctionsWorking with Pandas & NumPyData Cleaning and Data TransformationExploratory Data Analysis (EDA) in PythonReal-World Data Projects using Python
Introduction to Databases & SQLCRUD Operations – SELECT, UPDATE, DELETE, INSERTJoins, Subqueries & Group FunctionsReal-Time Data Extraction from DatasetsIntegrating SQL with Python