Study mode
Domain-based sessions with immediate feedback and a four-layer explanation after every answer: outcome, comparison, technical reasoning and exam strategy.
Certification lab · 2026 edition
Databricks Generative AI Engineer Associate: Mock Exam & Practice Questions.
Prepare for Databricks Generative AI Engineer Associate with explained questions and practice by domain. 36 Study mode questions, free without signing up, with immediate feedback and no timer. The 200-question bank and full mock exam require a verified email; access remains free during this phase. Subscribing to updates is optional.
Independent educational resource created and reviewed by Roberto Alonso Aznar, a Databricks Certified Generative AI Engineer Associate since September 2026. The author's certification does not imply Databricks affiliation or sponsorship.
Verify the author’s credential ↗01 — One learning workspace
A Databricks GenAI certification study tool: practise, simulate, review.
Study a topic, answer without checking the theory, then review what you got right and wrong. These are the tools available in the lab.
Mock exams
The full Mini-Lab mock has 57 questions in 90 minutes: 45 scored and 12 experimental. You will not know which questions count until you finish. The 200-question bank and full mock exam require a verified email; access remains free during this phase. Subscribing to updates is optional.
Targeted review
Separate review of correct and incorrect answers so that effort stays focused on the gaps that remain.
Syllabus and glossary
Core concepts in Spanish and English, organised by the exam syllabus for quick consultation.
Personal notebook
Study-linked notes for keeping questions, useful rules and explanations worth revisiting.
Progress by profile
With a verified account, progress, notebook and history sync across devices. Without signing in, practice is stored only in that browser.
02 — Exam blueprint
Practice preserves the weighting of every domain.
The question bank and mock exams use these proportions. More practice therefore does not distort your preparation.
- Application Design14%
- Data Preparation14%
- Application Development30%
- Assembling and Deploying Applications22%
- Governance8%
- Evaluation and Monitoring12%
03 — Recommended method
Three passes, each with less support.
- 1
Understand
Review the syllabus guide and use the glossary to fix concepts and terminology in memory.
- 2
Recall
Run short domain sessions and explain mentally why you are ruling out each option.
- 3
Simulate
Answer without help, flag doubtful items and then use review mode to close the remaining gaps.
04 — Sources and editorial review
Traceable, current and clearly independent content.
Useful technical preparation makes its primary source, review method and editorial responsibility easy to verify.
Official Databricks blueprint
The official Databricks guide specifies 45 scored questions and 90 minutes; it may add unscored items and additional time. It does not fix the total at 57 or exactly 12 experimental items: those figures describe our Mini-Lab.
View the official certificationExplained, checked questions
The bank combines concept, code/API and scenario questions. Duplicates, ambiguity, distractors and explanations are reviewed against the syllabus and current technical documentation.
Open the Mini‑LabCertified author and review date
Roberto Alonso Aznar, a Databricks Certified Generative AI Engineer Associate since September 2026, is responsible for selection, bilingual adaptation and editorial review. Question-bank editorial review: September 11, 2026. Product and access information reviewed on October 2, 2026.
Meet the author05 — FAQ
Databricks GenAI practice exam: common questions
What can I practise for free without signing up?
36 Study mode questions, free without signing up, with immediate feedback and no timer. The 200-question bank and full mock exam require a verified email; access remains free during this phase. Subscribing to updates is optional.
How many questions are in the mock exam and how long does it take?
The full Mini-Lab mock has 57 questions in 90 minutes: 45 scored and 12 experimental. You will not know which questions count until you finish. 36 Study mode questions, free without signing up, with immediate feedback and no timer.
Can I study in Spanish and practise in English?
Yes. The Mini-Lab, guide and questions are available in Spanish and English. The language of these materials does not determine official exam languages; check them when booking.
Does my progress sync between my phone and computer?
Yes, when you sign in with the same verified email. Progress, notebook and history sync across devices. Guest practice stays in that browser and can be imported into your profile.
06 — Enter the lab
Start your free practice test.
Sign in with the same verified email to recover your progress, notebook and history on another device. Guest practice stays local; you can import it into your profile when you choose.
Start the Databricks practice exam