Study guide

Databricks Data Engineer study guide

Read a lesson, then practice the ideas you want to remember.

Lessons

  1. Access Control and Permissions — Free Study Guide 2026
  2. Compliance and PII Data Management — Free Study Guide 2026
  3. Data Lineage and Audit Logging — Free Study Guide 2026
  4. Data Quality Best Practices — Free Study Guide 2026
  5. Delta Sharing — Free Study Guide 2026
  6. Lakehouse Federation — Free Study Guide 2026
  7. Row-Level and Column-Level Security — Free Study Guide 2026
  8. Unity Catalog: Architecture and Three-Level
  9. Advanced SQL Transformations — Free Study Guide 2026
  10. Data Deduplication Strategies — Free Study Guide 2026
  11. Delta Lake Optimization: OPTIMIZE, VACUUM, a
  12. Incremental Data Processing Patterns — Free Study Guide 2026
  13. Lakeflow Declarative Pipelines — Free Study Guide 2026
  14. The Medallion Architecture — Free Study Guide 2026
  15. Implementing a Multi-Hop Pipeline — Free Study Guide 2026
  16. Slowly Changing Dimensions Patterns — Free Study Guide 2026
  17. Databricks Repos, Secrets, and Development T
  18. Databricks Runtime and Compute Configuration
  19. Databricks SQL and the Photon Engine — Free Study Guide 2026
  20. Databricks Workspace and Components — Free Study Guide 2026
  21. Delta Lake Fundamentals — Free Study Guide 2026
  22. The Lakehouse Architecture — Free Study Guide 2026
  23. Auto Loader — Free Study Guide 2026
  24. Complex Data Types and Higher-Order Function
  25. Data Extraction from External Sources — Free Study Guide 2026
  26. Databricks Notebooks and Code Execution
  27. Reading Data with Spark SQL and PySpark
  28. Spark SQL Query Fundamentals — Free Study Guide 2026
  29. Structured Streaming Fundamentals — Free Study Guide 2026
  30. Table Management and Properties — Free Study Guide 2026
  31. User-Defined Functions — Free Study Guide 2026
  32. Writing Data to Delta Tables — Free Study Guide 2026
  33. About the Databricks Certified Data Engineer
  34. Study Plan and Strategies — Free Study Guide 2026
  35. Databricks Asset Bundles — Free Study Guide 2026
  36. Databricks Workflows and Lakeflow Jobs — Free Study Guide 2026
  37. Designing Idempotent and Recoverable Pipelin
  38. Pipeline Monitoring, Alerting, and Error Han
  39. Pipeline Performance and Cost Optimization
  40. Testing and Deployment Best Practices — Free Study Guide 2026