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DatabricksGenAI Engineer Associate

Databricks Certified Generative AI Engineer Associate

Validate your ability to design, develop, and deploy generative AI solutions using Databricks, including RAG applications, LLM chains, prompt engineering, model serving, and agentic systems with MLflow and Unity Catalog.

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Recommended Study Path

  1. 1

    Study Guide

    Learn exam domains, key concepts, and study plans

  2. 2

    Cheat Sheet

    Review commands, limits, and quick-reference facts

  3. 3

    Exam Notes

    Study traps, confusing pairs, and scenario tips

  4. 4

    Flashcards

    Active recall on definitions and key terms

  5. Practice Questions

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  6. Mock Exam

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Study Resources

Start Practice

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Sequential questions with instant feedback

Mock Exam

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45 questions · 90 min · Real format

Study by Domain

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Focus on specific exam topics

Practice by Type

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Single choice, multiple choice, case study

Study Guide

Complete exam prep handbook

Cheat Sheet

Quick reference for last-minute review

Exam Notes

Last-minute traps and scenario tips

Flashcards

Active recall study cards

Exam Domain Breakdown

Design Applications14%
Data Preparation14%
Application Development30%
Assembling and Deploying Applications22%
Governance8%
Evaluation and Monitoring12%

Frequently Asked Questions

What is the passing score for the Databricks Certified Generative AI Engineer Associate (GenAI Engineer Associate) exam?+
The passing score for the GenAI Engineer Associate exam is 70%. The exam consists of 45 questions and you have 90 minutes to complete it.
How many questions are on the GenAI Engineer Associate exam?+
The GenAI Engineer Associate exam has 45 questions. The exam duration is 90 minutes, giving you roughly 120 seconds per question on average.
How much does the GenAI Engineer Associate exam cost?+
The GenAI Engineer Associate exam costs $200 USD. Check with Databricks for the latest pricing, regional variations, and any available vouchers or discounts.
What domains are covered on the GenAI Engineer Associate exam?+
The GenAI Engineer Associate exam covers 6 domains: Design Applications (14%), Data Preparation (14%), Application Development (30%), Assembling and Deploying Applications (22%), Governance (8%), Evaluation and Monitoring (12%). Focus your study time proportionally to these weights.
What free study resources are available for the GenAI Engineer Associate exam?+
CertPrepNow offers free study guide, cheat sheet, exam notes, flashcards for the GenAI Engineer Associate exam. All resources are available without registration or payment.
How long should I study for the GenAI Engineer Associate exam?+
Study time varies by experience level. For someone with relevant work experience, 2-4 weeks of focused study (1-2 hours per day) is typical. Beginners may need 4-8 weeks. Start with the study guide to identify knowledge gaps, then use practice questions to test readiness.
Is the Databricks Certified Generative AI Engineer Associate certification worth it?+
The Databricks Certified Generative AI Engineer Associate certification from Databricks validates skills that are in demand. It demonstrates proficiency in design applications and data preparation. Whether it is worth pursuing depends on your career goals and current role.