A research team needs to extract key findings from a large corpus of scientific papers. They want to generate a concise overview of each paper's main contributions. They also need to be able to ask specific questions about the papers later. Which combination of tasks best meets these needs?

Use text generation for the overviews and translation for later queries

Use question answering for the overviews and summarization for later queries

Use translation for the overviews and text generation for later queries

Use summarization for the overviews and question answering for later queries

DatabricksCertified Generative AI Engineer Associate

Domain 1Objective 2

Select Model Tasks to Accomplish a Given Business Requirement GENERATIVE-AI-ENGINEER-ASSOCIATE Practice Questions (Page 3)

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 11–15

11foundation · easy
A healthcare application must process patient records and must ensure that data does not leave the organization's private cloud environment. Which constraint is most directly relevant when selecting a model task?
Select an answer first
12expert · hard
A legal tech company needs to automatically redact personally identifiable information (PII) from legal documents. The redaction must be highly accurate to avoid data breaches. Which model task is best suited?
Select an answer first
13application · medium
A marketing team wants to automatically generate personalized email content for each customer based on their purchase history. Which model task is most appropriate?
Select an answer first
14expert · hard
A research team needs to extract key findings from a large corpus of scientific papers. They want to generate a concise overview of each paper's main contributions. They also need to be able to ask specific questions about the papers later. Which combination of tasks best meets these needs?
Select an answer first
15expert · medium
A media company wants to automatically generate captions for images. The captions must be accurate and descriptive. They have a large dataset of images and need to process them quickly. Which model task is most appropriate?
Select an answer first

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Select Model Tasks to Accomplish a Given Business Requirement GENERATIVE-AI-ENGINEER-ASSOCIATE Practice Questions (Page 3)

Questions 11–15

A healthcare application must process patient records and must ensure that data does not leave the organization's private cloud environment. Which constraint is most directly relevant when selecting a model task?

A legal tech company needs to automatically redact personally identifiable information (PII) from legal documents. The redaction must be highly accurate to avoid data breaches. Which model task is best suited?

A marketing team wants to automatically generate personalized email content for each customer based on their purchase history. Which model task is most appropriate?

A research team needs to extract key findings from a large corpus of scientific papers. They want to generate a concise overview of each paper's main contributions. They also need to be able to ask specific questions about the papers later. Which combination of tasks best meets these needs?

A media company wants to automatically generate captions for images. The captions must be accurate and descriptive. They have a large dataset of images and need to process them quickly. Which model task is most appropriate?

Keep studying — Section 1: Design Applications