Prepare with Databricks Databricks-Generative-AI-Engineer-Associate exam practice material, pass for sure

Updated: Sep 16, 2026

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

TopicDetails
Topic 1
  • 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 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
  • Design Applications: The topic focuses on designing a prompt that elicits a specifically formatted response. It also focuses on selecting model tasks to accomplish a given business requirement. Lastly, the topic covers chain components for a desired model input and output.
Topic 4
  • 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

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

Certification Vendor:Databricks
Exam Name:Databricks Certified Generative AI Engineer Associate Exam
Exam Number:Databricks-Generative-AI-Engineer-Associate
Exam Price:USD 200
Real Exam Qty:45
Exam Format:Multiple choice
Certificate Validity Period:2 years
Passing Score:700/1000 or 70%
Exam Duration:90 minutes
Available Languages:Korean, Brazilian Portuguese, Japanese, English
Recommended Training:Generative AI Engineering with Databricks
Exam Registration:Databricks Certification Registration
Sample Questions:Databricks Databricks-Generative-AI-Engineer-Associate Sample Questions
Exam Way:Online proctored or in-person test center
Pre Condition:No formal prerequisites; recommended 6+ months hands-on experience building generative AI solutions
Official Syllabus URL:https://www.databricks.com/learn/certification/genai-engineer-associate

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