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 SaaS subscription data platform using AWS, Databricks (Delta Lake), and Snowflake featuring streaming ingestion, CDC/SCD modeling, medallion architecture, and Iceberg-based analytics.

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

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

⚡ Real-time sales analytics pipeline using PySpark Structured Streaming on Databricks Free Edition — Auto Loader, windowed aggregations, watermarking, and Delta Lake sink. Beginner-friendly with full README.

Multi-tenant IoT telemetry Lakehouse on Databricks + Delta Lake. PySpark, Auto Loader, DLT, medallion architecture, Terraform IaC.

Databricks Lakehouse | Medallion Architecture | SCD Type 2 | Auto Loader | Unity Catalog | PySpark | Workflows | Genie AI/BI

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 cricket analytics platform built on Databricks