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Databricks Free Edition Tutorial with End-to-End Data + AI Project

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