Databricks Certified Data Engineer Associate
Current cert prep for data engineers.
Study notes, drills, and mocks are live for the Databricks DEA track.
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Scoped to this certificationFree practice questionsYou are here
Ten Databricks DEA questions with every explanation shown, and a read on which sections need work. No account needed.
Start the free practice questionsStudy notes
One note per objective in this guide: what it covers, and the facts the exam actually tests.
Read the notesObjective drills
Work a single objective as deep as this bank goes. Untimed, unscored, unseen items first.
Drill the objectivesWeighted mock
A 45 question paper, weighted across the sections in the proportions this guide publishes.
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Official resources
Vendor-verifiedVerified outline
May 4, 2026 (NEW EXAM GUIDE, effective for exams taken on or after 2026-05-04); PDF build re-read 2026-07-27Databricks Intelligence Platform
2 objectives
6%
Data Ingestion and Loading
7 objectives
21%
Data Transformation and Modeling
7 objectives
22%
Working with Lakeflow Jobs
4 objectives
16%
Implementing CI/CD
4 objectives
10%
Troubleshooting, Monitoring, and Optimization
5 objectives
10%
Governance and Security
4 objectives
15%
These are independent practice questions, written against this certification's published exam guide. They are not the certification vendor's own questions, and not the real exam.
Certification and vendor names are the property of their respective owners.
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