● Data fundamentals & analytics lifecycle
● Microsoft Excel for data analysis
● Advanced Excel functions & formulas
● Data cleaning & preprocessing in Excel
● SQL fundamentals & relational databases
● Writing complex SQL queries & joins
● Data extraction & transformation
● Introduction to data visualization concepts
● Insight generation & data storytelling
● Business-focused data analysis use cases
● Ethics & responsible data usage
● End-to-end data analysis project support