Databricks Certified Generative AI Engineer Associate

Prepare thoroughly for the Databricks Certified Generative AI Engineer Associate certification with this expertly developed mock exam course. Designed for data scientists, machine learning engineers, and AI practitioners, this course features six full-length mock exams that mirror the structure, difficulty, and subject matter of the actual certification exam. Each exam has been carefully curated to test your knowledge of the essential skills and concepts required to succeed in the evolving field of generative AI on the Databricks platform.

The mock exams comprehensively cover all core domains of the certification, including foundational concepts of generative AI, model architectures such as transformers and diffusion models, prompt engineering, fine-tuning techniques, and integrating large language models (LLMs) into end-to-end machine learning workflows on Databricks. Additional emphasis is placed on practical considerations like model evaluation, ethical AI practices, and performance optimization in real-world scenarios.

Each question is followed by a detailed explanation that clarifies the rationale behind the correct answer. These explanations serve not only as a review mechanism but also as an instructional resource to deepen your understanding of key topics.

This course is an essential resource for anyone serious about passing the certification exam and gaining real-world expertise in building and deploying generative AI solutions using the Databricks Lakehouse Platform.

Can I retake the practice tests?

Yes, you can attempt each practice test as many times as you like. After completing a test, you'll see your final score. Each time you retake the test, the questions and answer choices will be shuffled for a fresh experience.

Is there a time limit for the practice tests?

Yes, each test includes a time limit of 120 seconds per question.

What score do I need to pass?

You need to score at least 70% on each practice test to pass.

Are explanations provided for the questions?

Yes, every question comes with a detailed explanation.

Can I review my answers after the test?

Absolutely. You’ll be able to review all your submitted answers and see which ones were correct or incorrect.

Are the questions updated frequently?

Yes, the questions are regularly updated to provide the best and most relevant learning experience.

Additional Note: It’s highly recommended that you take the practice exams multiple times until you're consistently scoring 90% or higher. Don’t hesitate—start your preparation today. Good luck!