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Databricks Certified Generative AI Engineer Associate Practice Exam

DATABRICKS-GENERATIVE-AI

Validates ability to build generative AI applications using Databricks and LLMs.

Exam Details

Official DATABRICKS-GENERATIVE-AI exam format

Questions
45
Time Limit
90 minutes
Passing Score
700/100
Domains
4
1,500+
Practice Questions
100
Unique Practice Exams

Exam Domains

The Databricks Certified Generative AI Engineer Associate exam covers 4 domains with different weight percentages

Domain 1: LLM Fundamentals

20%

Understand LLMs and their applications.

Topics covered:
  • LLM architecture
  • Foundation models
  • Databricks Model Serving

Domain 2: Retrieval Augmented Generation

30%

Build RAG applications.

Topics covered:
  • Vector databases
  • Document processing
  • Retrieval strategies
  • RAG pipeline design

Domain 3: Prompt Engineering

20%

Design effective prompts.

Topics covered:
  • Prompt design
  • Chain of thought
  • Prompt optimization

Domain 4: LLM Application Development

30%

Build and deploy LLM applications.

Topics covered:
  • LangChain on Databricks
  • Model fine-tuning
  • Evaluation
  • Safety and guardrails

What You Get with BetaStudy

1,500+ Questions

Comprehensive question bank covering all exam domains

Timed Exams

Practice under real exam conditions with 90-minute timer

Detailed Explanations

Understand why answers are correct with detailed explanations

Progress Tracking

Track your performance by domain and watch yourself improve

Frequently Asked Questions

Common questions about the Databricks Certified Generative AI Engineer Associate certification exam

How many questions are on the Databricks Certified Generative AI Engineer Associate exam?
The Databricks Certified Generative AI Engineer Associate (DATABRICKS-GENERATIVE-AI) exam contains 45 questions that must be completed within 90 minutes.
What is the passing score for Databricks Certified Generative AI Engineer Associate?
You need to score 700 out of 100 (700%) to pass the Databricks Certified Generative AI Engineer Associate certification exam.
What topics are covered in the Databricks Certified Generative AI Engineer Associate exam?
The exam covers 4 main domains: LLM Fundamentals, Retrieval Augmented Generation, Prompt Engineering, LLM Application Development. Each domain has different weight percentages based on importance.
How can BetaStudy help me pass the Databricks Certified Generative AI Engineer Associate exam?
BetaStudy provides 1,500+ practice questions covering all 4 exam domains, 100 unique practice exams that simulate real exam conditions, detailed explanations for every answer, and progress tracking to identify your weak areas.
Are the practice questions updated for the latest DATABRICKS-GENERATIVE-AI exam?
Yes, our questions are automatically updated whenever the official exam syllabus changes. We monitor the official Databricks certification page and regenerate questions to match the current exam format.

Official Resources

Official Exam GuideDatabricks Documentation

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