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.Databricks Intelligence Platform
6% of exam12 practice questions · 0 easy · 11 medium · 1 hard
2.Data Ingestion and Loading
21% of exam32 practice questions · 0 easy · 32 medium · 0 hard
3.Data Transformation and Modeling
22% of exam33 practice questions · 0 easy · 31 medium · 2 hard
4.Working with Lakeflow Jobs
16% of exam22 practice questions · 1 easy · 20 medium · 1 hard
5.Implementing CI/CD
10% of exam14 practice questions · 1 easy · 12 medium · 1 hard
6.Troubleshooting, Monitoring, and Optimization
10% of exam15 practice questions · 0 easy · 15 medium · 0 hard
7.Governance and Security
15% of exam22 practice questions · 1 easy · 21 medium · 0 hard