Databricks Certified Generative AI Engineer Associate : Databricks-Generative-AI-Engineer-Associate

Databricks-Generative-AI-Engineer-Associate real exams

Exam Code: Databricks-Generative-AI-Engineer-Associate

Exam Name: Databricks Certified Generative AI Engineer Associate

Updated: Sep 25, 2026

Q & A: 94 Questions and Answers

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Databricks Databricks-Generative-AI-Engineer-Associate Exam Syllabus Topics:

TopicDetails
Topic 1
  • Evaluation and Monitoring: This topic is all about selecting an LLM choice and key metrics. Moreover, Generative AI Engineers learn about evaluating model performance. Lastly, the topic includes sub-topics about inference logging and usage of Databricks features.
Topic 2
  • Data Preparation: Generative AI Engineers covers a chunking strategy for a given document structure and model constraints. The topic also focuses on filter extraneous content in source documents. Lastly, Generative AI Engineers also learn about extracting document content from provided source data and format.
Topic 3
  • Application Development: In this topic, Generative AI Engineers learn about tools needed to extract data, Langchain
  • similar tools, and assessing responses to identify common issues. Moreover, the topic includes questions about adjusting an LLM's response, LLM guardrails, and the best LLM based on the attributes of the application.

Reference: https://www.databricks.com/learn/certification/genai-engineer-associate

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