
NetAppCertified AI Expert
Domain 1Objective 6
Determine the Use of AI On-Premises, in the Cloud, and at the Edge CERTIFIED-AI-EXPERT Practice Questions (Page 2)
Part of the AI Overview domain, which accounts for 15% of the CERTIFIED-AI-EXPERT exam. NetApp does not publish an official question count, but from its 90-minute exam (~35–60 total, ~5–9 in this domain), expect 1–2 from this objective — we provide 17 practice questions to prepare you well beyond it. (estimate)
17questions here
4free pages
5concepts
15%of the exam
Questions 6–10
- 6
A startup needs to train a large language model but has no data center and expects demand to fluctuate. Which AI deployment environment is most suitable?
Select an answer first - 7
A government agency is developing an AI model to analyze classified documents. The data cannot leave the agency's secure facility, and the agency has a dedicated supercomputer. The workload is consistent and well-understood. Which deployment environment is most appropriate?
Select an answer first - 8
Which benefit is most directly associated with cloud AI deployment?
Select an answer first - 9
A media company wants to deploy an AI service that automatically generates captions for user-uploaded videos. The workload is highly variable, with spikes during popular events. The company wants to avoid provisioning for peak capacity and prefers a pay-as-you-go model. Which deployment environment is most suitable?
Select an answer first - 10
A defense contractor is developing an AI system for autonomous vehicles used in military operations. The system must operate in environments where satellite communication is jammed. The vehicles need to make real-time navigation decisions. Which deployment environment is most appropriate?
Select an answer first
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