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Databricks Certified Generative AI Engineer Associate (Generative-AI-Engineer-Associate)

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Vendor

Databricks

Certification

Generative AI

Content

120 Qs

Status

Verified

Updated

7 hours ago

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Exam Overview

The Databricks Certified Generative AI Engineer Associate certification validates an individual's practical expertise in building, deploying, and managing generative AI applications on the Databricks Lakehouse Platform. This credential signifies a professional's ability to leverage large language models (LLMs), implement prompt engineering techniques, and utilize Databricks MLOps tools to create robust AI solutions. Achieving this certification demonstrates a strong understanding of the generative AI lifecycle, from data preparation and model fine-tuning to scalable deployment and monitoring. It enhances career prospects by showcasing a highly sought-after skill set, positioning certified individuals as key contributors in the rapidly evolving field of artificial intelligence and machine learning.

Questions

60

Passing Score

700/1000

Duration

100 Minutes

Difficulty

Intermediate

Level

Associate

Skills Measured

Understanding of Generative AI Concepts: Core principles of LLMs, transformer architectures, embeddings, vector databases, and Retrieval Augmented Generation (RAG) patterns.
Prompt Engineering and Evaluation: Designing effective prompts, understanding prompt techniques (e.g., few-shot, chain-of-thought), and evaluating model responses for quality and safety.
Databricks Lakehouse AI for Generative AI: Utilizing Databricks MLOps, MLflow, Unity Catalog, and Feature Store for managing the Generative AI lifecycle, including model logging and governance.
Model Development and Fine-tuning: Working with open-source LLMs (e.g., Hugging Face models), understanding techniques for fine-tuning, and preparing datasets for training and evaluation.
Deployment, Serving, and Monitoring: Deploying Generative AI models using Databricks Model Serving, understanding inference patterns, and implementing monitoring strategies for performance and drift.

Career Path

Target Roles

Generative AI Engineer Machine Learning Engineer AI Solutions Architect

Common Questions

Is the material up to date?

Yes. We update our question bank weekly to match the latest Databricks standards. You get free updates for 90 days.

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You get instant access to both the **PDF** (for reading) and our **Premium Test Engine** (for exam simulation).

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Absolutely. If you fail the Generative-AI-Engineer-Associate exam using our materials, we offer a full money-back guarantee.

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