Databricks Data Engineer Associate study path

Work through the Databricks Certified Data Engineer Associate exam one domain at a time, in the order and weighting from the exam guide. Each domain below shows how much of the exam it covers and how many practice questions are ready for you — start at the top and drill each domain until it's solid.

  1. 1.Databricks Intelligence Platform

    6% of exam

    12 practice questions · 0 easy · 11 medium · 1 hard

  2. 2.Data Ingestion and Loading

    21% of exam

    32 practice questions · 0 easy · 32 medium · 0 hard

  3. 3.Data Transformation and Modeling

    22% of exam

    33 practice questions · 0 easy · 31 medium · 2 hard

  4. 4.Working with Lakeflow Jobs

    16% of exam

    22 practice questions · 1 easy · 20 medium · 1 hard

  5. 5.Implementing CI/CD

    10% of exam

    14 practice questions · 1 easy · 12 medium · 1 hard

  6. 6.Troubleshooting, Monitoring, and Optimization

    10% of exam

    15 practice questions · 0 easy · 15 medium · 0 hard

  7. 7.Governance and Security

    15% of exam

    22 practice questions · 1 easy · 21 medium · 0 hard