DatabricksLive

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 certification

  1. Free practice questionsStart here

    Ten Databricks DEA questions with every explanation shown, and a read on which sections need work. No account needed.

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  2. Study notes

    One note per objective in this guide: what it covers, and the facts the exam actually tests.

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  3. Objective drillsfull access

    Work a single objective as deep as this bank goes. Untimed, unscored, unseen items first.

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  4. Weighted mockfull access

    3 full papers, 45 questions each, weighted across the sections in the proportions this guide publishes.

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Verified outline

45 question paper · 90 min

Published section weights and objective groups, read from the official guide and the generated bank.

Databricks 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.

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