Module 1: Advanced Corporate Excel & Automation. XLOOKUP, dynamic arrays (FILTER, UNIQUE, SORT), Power Query data cleansing, and executive Pivot Tables.
Module 2: Relational Databases & SQL. Complex multi-table joins, subqueries, Common Table Expressions (CTEs), and window functions (ROW_NUMBER, DENSE_RANK, LAG, LEAD).
Module 3: Enterprise Business Intelligence with Power BI. Star Schema data modeling, 1-to-many relationship cardinality, DAX measures (CALCULATE, FILTER, SUMX), and interactive executive storytelling.
Module 4: Exploratory Python & Automated Analytics. Pandas dataframes, NumPy vector math, Seaborn visualization, and automated data wrangling.