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Pass Databricks : Databricks-Generative-AI-Engineer-Associate Exam - Certification Training Testing Engine - No Pass Full Refund

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

Exam Name: Databricks Certified Generative AI Engineer Associate

Updated: Jun 19, 2026

Number: 75 Q&As with Testing Engine

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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
  • 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
  • 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
  • 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
  • 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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Databricks-Generative-AI-Engineer-Associate Related Exams
Databricks-Generative-AI-Engineer-Associate - Databricks Certified Generative AI Engineer Associate
Related Certifications
Data Analyst
Databricks Certification
ML Data Scientist
Generative AI Engineer
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