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

Exam Code: Databricks-Generative-AI-Engineer-Associate
Certification: Generative AI Engineer
Vendor: Databricks
Last Update: Mar 26, 2025
Questions: 61 With Expert Explanation
10  Customers Passed Databricks Databricks-Generative-AI-Engineer-Associate
92%  Average Success In Real Exam
93%  Questions came word by word from this dump
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Databricks Certified Generative AI Engineer Associate Questions and Answers

Questions 1

A Generative Al Engineer is building an LLM-based application that has an

important transcription (speech-to-text) task. Speed is essential for the success of the application

Which open Generative Al models should be used?

Options:

A.

L!ama-2-70b-chat-hf

B.

MPT-30B-lnstruct

C.

DBRX

D.

whisper-large-v3 (1.6B)

Questions 2

A Generative Al Engineer interfaces with an LLM with prompt/response behavior that has been trained on customer calls inquiring about product availability. The LLM is designed to output “In Stock” if the product is available or only the term “Out of Stock” if not.

Which prompt will work to allow the engineer to respond to call classification labels correctly?

Options:

A.

Respond with “In Stock” if the customer asks for a product.

B.

You will be given a customer call transcript where the customer asks about product availability. The outputs are either “In Stock” or “Out of Stock”. Format the output in JSON, for example: {“call_id”: “123”, “label”: “In Stock”}.

C.

Respond with “Out of Stock” if the customer asks for a product.

D.

You will be given a customer call transcript where the customer inquires about product availability. Respond with “In Stock” if the product is available or “Out of Stock” if not.

Questions 3

A Generative AI Engineer just deployed an LLM application at a digital marketing company that assists with answering customer service inquiries.

Which metric should they monitor for their customer service LLM application in production?

Options:

A.

Number of customer inquiries processed per unit of time

B.

Energy usage per query

C.

Final perplexity scores for the training of the model

D.

HuggingFace Leaderboard values for the base LLM

Databricks Databricks-Generative-AI-Engineer-Associate Exam Dumps FAQs

What is the Databricks-Generative-AI-Engineer-Associate certification Exam?

The Databricks-Generative-AI-Engineer-Associate exam validates your expertise in building, implementing, and managing generative AI solutions on the Databricks platform. It showcases your ability to integrate generative AI models with enterprise systems to create impactful AI-driven solutions.

What is the purpose of the Databricks-Generative-AI-Engineer-Associate Exam?

The Databricks-Generative-AI-Engineer-Associate certification aims to assess your skills in developing generative AI models, optimizing machine learning pipelines, and deploying AI applications using Databricks. It ensures that you can handle complex AI workflows while adhering to best practices.

What topics are covered in the Databricks-Generative-AI-Engineer-Associate Exam?

The Databricks-Generative-AI-Engineer-Associate exam covers key areas such as generative AI fundamentals, Databricks ML workflows, advanced AI model development, data preprocessing, model optimization, integration with enterprise systems, and security considerations for AI solutions.

How long is the Databricks-Generative-AI-Engineer-Associate Exam and how many questions does it include?

The Databricks-Generative-AI-Engineer-Associate exam consists of 60 multiple-choice and scenario-based questions. Candidates are given 120 minutes to complete the Databricks-Generative-AI-Engineer-Associate test.

What is the passing score for the Databricks-Generative-AI-Engineer-Associate Exam?

The passing score for the Databricks-Generative-AI-Engineer-Associate exam is 70%.

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What is the cost of the Databricks-Generative-AI-Engineer-Associate Exam?

The Databricks-Generative-AI-Engineer-Associate exam fee is $200.

How long is the Generative AI Engineer Certification valid?

The Generative AI Engineer certification is valid for two years. Professionals are encouraged to stay updated with advancements in generative AI and Databricks by pursuing further certifications or training during this period.

What job roles can I pursue after earning the Generative AI Engineer Certification?

The Generative AI Engineer certification opens doors to roles like AI Engineer, Data Scientist, Generative AI Consultant, Machine Learning Engineer, and Cybersecurity Specialist focusing on AI-driven solutions.

What are the benefits of earning the Generative AI Engineer Certification?

The Generative AI Engineer certification demonstrates your expertise in generative AI and Databricks, enhancing your career prospects in AI engineering, data science, and cybersecurity roles. It also validates your ability to implement scalable AI solutions for enterprise-level applications.