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Databricks Databricks-Generative-AI-Engineer-Associate Certs Exam Questions and Answers

Questions: 45 questions With Explanation

Last Update: Feb 17, 2025

Databricks-Generative-AI-Engineer-Associate practice test questions answers

Databricks-Generative-AI-Engineer-Associate Exam Overview

  • Published: Feb 17, 2025
  • Languages: English,
  • Audiences: IT professionals
  • Exam Name: Databricks Certified Generative AI Engineer Associate
  • Vendor: Databricks
  • Credit toward certification: Generative AI Engineer
  • Pass Rate: 93%

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Major Topics of Databricks Generative AI Engineer Databricks-Generative-AI-Engineer-Associate Exam

Domain Weight (%) Description
Generative AI Fundamentals 20% Covers the foundational concepts of generative AI, including generative models, transformers, and ethical considerations.
Databricks Platform Basics 15% Focuses on the essential features of the Databricks platform, including its architecture, workspace setup, and core tools.
Training Generative AI Models 25% Includes techniques for training generative AI models, such as GPT and other transformer-based architectures, using Databricks.
Data Preparation and Management 18% Covers preparing and managing datasets for training generative AI models, including feature engineering and data cleaning.
Model Deployment and Monitoring 12% Focuses on deploying generative AI models in production environments and monitoring their performance using Databricks tools.
Performance Optimization 10% Includes techniques for optimizing generative AI models and pipelines for efficiency and scalability on the Databricks platform.

Got Databricks-Generative-AI-Engineer-Associate Exam Questions? We've Got Answers!

What is the Databricks Databricks-Generative-AI-Engineer-Associate exam, and why should I pursue this certification?

The Databricks Databricks-Generative-AI-Engineer-Associate exam validates your expertise in building and managing generative AI solutions using Databricks. It demonstrates proficiency in advanced AI engineering concepts, making it an ideal certification for professionals aiming to excel in the rapidly growing field of generative AI.

How can I effectively prepare for the Databricks Databricks-Generative-AI-Engineer-Associate exam?

To prepare for the Databricks Exam effectively, leverage Databricks-Generative-AI-Engineer-Associate study guides, practice with practice tests, and focus on topic breakdowns provided by CertsDone. Developing hands-on experience with Databricks and understanding generative AI concepts will further enhance your preparation.preparation.

What is the format of the Databricks Certified Generative AI Engineer Associate exam?

The Databricks Certified Generative AI Engineer Associate exam consists of 60 multiple-choice and scenario-based questions. Candidates are given 120 minutes to complete the test. The questions evaluate knowledge in areas such as generative AI models, Databricks platform features, and AI deployment strategies.

Can the Databricks-Generative-AI-Engineer-Associate exam be taken online, and what is the process?

Yes, the Databricks-Generative-AI-Engineer-Associate exam can be taken online. To take the exam online, you need to register through the Databricks certification portal, ensure you meet the technical requirements, and schedule your exam at a convenient time.

Are there prerequisites for taking the Databricks-Generative-AI-Engineer-Associate exam?

While there are no strict prerequisites, it is recommended that candidates have foundational knowledge of AI engineering, experience with Databricks, and familiarity with Python, machine learning, and deep learning concepts.

How does the salary for a Generative AI Engineer compare to professionals without the certification?

Generally, Generative AI Engineers with certification tend to have higher salaries compared to their non-certified counterparts, as certification demonstrates a verified level of expertise and knowledge.

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