A company needs to automatically categorize customer feedback emails into 'complaint', 'suggestion', or 'praise'. Which functional need is most directly implied?

Extract key phrases from each email

Generate a response email for each feedback

Assign a predefined label to each email based on its content

A business wants to provide customers with instant answers to frequently asked questions from a knowledge base. Which set of functional needs best translates this requirement?

Generate a new article from a short title

Summarize the entire knowledge base into a single document

Translate user queries into multiple languages

Accept a user query and return a relevant answer from a provided document set

DatabricksCertified Generative AI Engineer Associate

Domain 1Objective 2

Select Model Tasks to Accomplish a Given Business Requirement GENERATIVE-AI-ENGINEER-ASSOCIATE Practice Questions (Page 1)

Part of the Section 1: Design Applications domain, which makes up ~19% of our current practice bank. Databricks does not publish an official question count, but from its 90-minute exam (~35–60 total, ~7–11 in this domain), expect 1–2 from this objective — we provide 21 practice questions to prepare you well beyond it. (estimate)

21questions here

5free pages

4concepts

Questions 1–5

1foundation · easy
A team needs a model that can produce fluent, creative marketing copy from a brief. Which model task is best matched to this need?
Select an answer first
2foundation · easy
A company needs to automatically categorize customer feedback emails into 'complaint', 'suggestion', or 'praise'. Which functional need is most directly implied?
Select an answer first
3application · medium
A company wants to automatically generate a FAQ from a set of support tickets. The FAQ should list common questions and their answers. Which model task is most appropriate?
Select an answer first
4foundation · easy
A business wants to provide customers with instant answers to frequently asked questions from a knowledge base. Which set of functional needs best translates this requirement?
Select an answer first
5application · medium
A customer support team wants to reduce the time agents spend looking up answers in a large knowledge base. They need a tool where customers can type a question in natural language and receive a direct, sourced answer. Which model task best fulfills this requirement?
Select an answer first

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Select Model Tasks to Accomplish a Given Business Requirement GENERATIVE-AI-ENGINEER-ASSOCIATE Practice Questions (Page 1)

Questions 1–5

A team needs a model that can produce fluent, creative marketing copy from a brief. Which model task is best matched to this need?

A company needs to automatically categorize customer feedback emails into 'complaint', 'suggestion', or 'praise'. Which functional need is most directly implied?

A company wants to automatically generate a FAQ from a set of support tickets. The FAQ should list common questions and their answers. Which model task is most appropriate?

A business wants to provide customers with instant answers to frequently asked questions from a knowledge base. Which set of functional needs best translates this requirement?

A customer support team wants to reduce the time agents spend looking up answers in a large knowledge base. They need a tool where customers can type a question in natural language and receive a direct, sourced answer. Which model task best fulfills this requirement?

Keep studying — Section 1: Design Applications