Databricks Free Edition Tutorial with End-to-End Data + AI Project
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Learn Databricks from scratch with a real end-to-end E-Commerce project using Apache Spark, Delta Lake, and Unity Catalog.
This video covers Spark fundamentals, DataFrames, SQL, joins, execution plans, partitioning, Medallion architecture, Delta Lake, and ACID concepts, followed by a hands-on industry-style project you can add to your resume.
Topics covered
- Databricks Free Edition and UI
- Spark & DataFrame fundamentals
- SQL and joins in Spark
- Spark execution plans and architecture
- Transformations, actions, and lazy evaluation
- Partitioning: repartition vs coalesce
- Managed vs external tables
- Medallion architecture
- Unity Catalog
- Delta Lake, ACID, and time travel
- End-to-end E-Commerce data project and BI dashboard