Databricks Databricks-Generative-AI-Engineer-Associate Q&A - in .pdf

  • Databricks-Generative-AI-Engineer-Associate pdf
  • Exam Code: Databricks-Generative-AI-Engineer-Associate
  • Exam Name: Databricks Certified Generative AI Engineer Associate
  • Updated: Jun 03, 2026
  • Q & A: 75 Questions and Answers
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  • Exam Code: Databricks-Generative-AI-Engineer-Associate
  • Exam Name: Databricks Certified Generative AI Engineer Associate
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  • Q & A: 75 Questions and Answers
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  • Exam Code: Databricks-Generative-AI-Engineer-Associate
  • Exam Name: Databricks Certified Generative AI Engineer Associate
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Databricks Databricks-Generative-AI-Engineer-Associate Exam Syllabus Topics:
TopicDetails
Topic 1
  • Governance: Generative AI Engineers who take the exam get knowledge about masking techniques, guardrail techniques, and legal
  • licensing requirements in this topic.
Topic 2
  • 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 3
  • 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 4
  • 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.

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

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