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

"Databricks Certified Generative AI Engineer Associate", also known as Databricks-Generative-AI-Engineer-Associate exam, is a Databricks Certification. With the complete collection of questions and answers, BraindumpsPass has assembled to take you through 75 Q&As to your Databricks-Generative-AI-Engineer-Associate Exam preparation. In the Databricks-Generative-AI-Engineer-Associate exam resources, you will cover every field and category in Generative AI Engineer Certification helping to ready you for your successful Databricks Certification.

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  • Exam Code: Databricks-Generative-AI-Engineer-Associate
  • Exam Name: Databricks Certified Generative AI Engineer Associate
  • Certification Provider: Databricks
  • Corresponding Certification: Generative AI Engineer
  • Updated: Aug 21, 2026
  • No. of Questions: 75 Questions & Answers with Testing Engine
  • Download Limit: Unlimited

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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.
Topic 4
  • Assembling and Deploying Applications: In this topic, Generative AI Engineers get knowledge about coding a chain using a pyfunc mode, coding a simple chain using langchain, and coding a simple chain according to requirements. Additionally, the topic focuses on basic elements needed to create a RAG application. Lastly, the topic addresses sub-topics about registering the model to Unity Catalog using MLflow.
Topic 5
  • Governance: Generative AI Engineers who take the exam get knowledge about masking techniques, guardrail techniques, and legal
  • licensing requirements in this topic.

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

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