Databricks Databricks-Generative-AI-Engineer-Associate Valid Dump : Databricks Certified Generative AI Engineer Associate

Databricks-Generative-AI-Engineer-Associate real exams

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

Exam Name: Databricks Certified Generative AI Engineer Associate

Updated: Mar 31, 2025

Q & A: 63 Questions and Answers

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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
  • 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.

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

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