Practice Databricks coding skills with hands-on exercises. Import into Databricks Free Edition, write code, run assertions, check pass/fail. Covers Delta Lake, Spark SQL, PySpark, Auto Loader, medallion architecture, window functions, and more.

End-to-end Azure Databricks retail data engineering project using Medallion Architecture (Bronze, Silver, Gold). Implements Auto Loader, Unity Catalog, Delta Lake, SCD Type 1 & 2 dimensions, and Fact Orders for analytics-ready star schema modeling.

End-to-end Databricks LakeFlow (DLT) data engineering project using Medallion Architecture, Auto Loader, CDF, SCD, and Unity Catalog.

A production-grade IPL Data Engineering pipeline using Medallion Architecture on Azure Databricks, featuring PySpark, Delta Lake Auto Loader, 'MERGE' logic, and Unity Catalog.

End-to-end streaming Lakehouse pipeline in Databricks using Auto Loader, Delta Lake, and medallion architecture.