Cert EspressoLearn. Practise. Find your flow.

A LITTLE FOCUS.
A BIG NEXT STEP.

Your pace. Your space.
Databricks · Databricks Data Engineer Associate · FREE COURSE

Databricks Data Engineer Associate · Databricks Certified Data Engineer Associate

22 video lessons and 169 original practice questions. Follow the course, then put each idea into practice.

YouTube loads only after you press play. Watch on YouTube ↗

Course chapters

22 lessons
  1. 1The platform3:06 · Lesson video
  2. 2Compute and its costs8:43 · Full-course chapter
  3. 3Ingestion patterns and methods14:57 · Full-course chapter
  4. 4COPY INTO20:37 · Full-course chapter
  5. 5Auto Loader26:12 · Full-course chapter
  6. 6Lakeflow Connect, JDBC, ODBC, and REST31:57 · Full-course chapter
  7. 7Semi-structured and unstructured data38:04 · Full-course chapter
  8. 8From bronze to silver53:54 · Full-course chapter
  9. 9Joins and unions59:40 · Full-course chapter
  10. 10Columns, rows, and aggregates1:05:17 · Full-course chapter
  11. 11Tuning Spark1:10:52 · Full-course chapter
  12. 12Gold objects and data quality1:16:45 · Full-course chapter
  13. 13Lakeflow Jobs tasks and dependencies1:34:20 · Full-course chapter
  14. 14Schedules and triggers1:40:33 · Full-course chapter
  15. 15Git folders1:47:13 · Full-course chapter
  16. 16Declarative Automation Bundles and the CLI1:53:25 · Full-course chapter
  17. 17Monitoring Lakeflow Jobs2:09:14 · Full-course chapter
  18. 18Bottlenecks in the Spark UI2:15:35 · Full-course chapter
  19. 19Liquid clustering and compute failures2:22:23 · Full-course chapter
  20. 20Managed and external tables2:29:46 · Full-course chapter
  21. 21Privileges in Unity Catalog2:36:56 · Full-course chapter
  22. 22Row filters, column masks, and ABAC2:43:36 · Full-course chapter

Practice by section

Practise the reasoning.

Choose immediate explanations, or complete a mock exam with feedback at the end. The mock questions are also available in everyday practice.

The optional 60-minute timer is a practice setting, not the official exam duration.