Step-by-step, hands-on builds. These form the backbone of the Academy.
Tutorials
Building a Simple Data Warehouse From Scratch
Star schema fundamentals applied to a real mini-project.
Automating a Report With Python
Use Python to remove a recurring manual reporting task end to end.
Azure Data Factory: Incremental Load Pattern
Stop reloading everything — build an incremental load pipeline the right way.
SQL Window Functions Explained
ROW_NUMBER, RANK, LAG and LEAD with real practice queries.
Create Your First Power BI Dashboard
From raw data to a published, interactive dashboard — step by step.
Build Your First ETL Pipeline (Python + SQL)
A ground-up walkthrough of extracting, transforming and loading data into a working pipeline.