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Updated: Aug 10, 2026

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

TopicDetails
Topic 1
  • 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 2
  • 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 3
  • 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 4
  • 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

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

Certification Vendor:Databricks
Exam Name:Databricks Certified Generative AI Engineer Associate
Exam Number:Databricks-Generative-AI-Engineer-Associate
Certificate Validity Period:2 years
Available Languages:English
Real Exam Qty:45-60
Exam Price:USD 200
Exam Format:Multiple choice, Multiple select
Exam Duration:90 minutes
Related Certifications:Databricks Certified Data Engineer Associate
Databricks Certified Machine Learning Associate
Recommended Training:Databricks Academy - Generative AI Courses
Mosaic AI Documentation
Exam Registration:Databricks Certification Portal
Sample Questions:Databricks Databricks-Generative-AI-Engineer-Associate Sample Questions
Exam Way:Online proctored exam
Pre Condition:No strict prerequisites, but experience with Python, machine learning fundamentals, and Databricks platform is recommended.
Official Syllabus URL:https://www.databricks.com/learn/certification

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