
Databricks Generative AI Engineer Associate Practice Tests
362 questions for Databricks Generative AI Engineer Associate with every answer explained, in 6 timed tests. Written in-house, not affiliated with Databricks.
- 362 questions mapped to the Databricks Generative AI Engineer Associate syllabus, written in-house
- 2 full-length, timed mock exams at the real pass standard, plus 4 topic drills
- A full explanation on every answer, right and wrong
- Kept current against the latest published syllabus
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Practice built to pass, not to pad the count
Original, not recycled
Written in-house to the published syllabus. No real exam papers, no shared braindumps.
Every answer explained
Learn why the key is right and why each distractor is the tempting trap.
A route, not a score
Topic tests find your weak areas; the timed mock confirms readiness.
Real exam standard
Timed and marked at the actual pass mark, so the score means something.
362 questions across 6 tests
| Practice test | Coverage | Questions |
|---|---|---|
| Mock Exam 1 | Full OR simulation | 45 |
| Mock Exam 2 | Full OR simulation | 45 |
| DBGENAI App Development | 78 | |
| DBGENAI_Assembling_Deploying_U | 58 | |
| DBGENAI Design DataPrep | 80 | |
| DBGENAI_Governance_Eval_Monito | 56 | |
| Total | 362 |
What the tests cover
- 01Design Applications
- 02Data Preparation
- 03Application Development
- 04Assembling and Deploying Applications
- 05Governance
- 06Evaluation and Monitoring
A sample question, in the course style
A product team debates RAG versus fine-tuning for an FAQ whose answers change weekly, under a strict no-training policy. Which consideration is decisive here?
- AThe number of GPUs available in the workspace
- BThe length of the longest FAQ answer
- CThe content changes weekly and training is disallowed
- DThe base model's parameter count
The decisive factors are weekly-changing content and a no-training policy, which favor RAG. Parameter count, GPU count, and answer length do not decide it.
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Questions, answered
Are these the real exam questions?
No. Every question is written in-house to the current published syllabus. There are no real exam papers and no shared braindumps.
Will this guarantee I pass?
No. These are study aids to help you practise to the real standard and find your weak areas. Use them alongside the official syllabus and study materials.
Topic tests or the full mock first?
Start with the topic tests to find your weak areas, then sit the full timed mock to confirm you are ready before you book.
How many times can I take the tests?
Lifetime access on Udemy with unlimited retakes, and you get every future update.
What if the course isn't right for me?
Udemy offers a 30-day money-back guarantee on your purchase.
GradePath Learning is an independent education provider and is not affiliated with, endorsed by, or sponsored by Databricks, Inc. Databricks is a trademark of its owner, used here only to identify the exam these practice tests prepare you for.





