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Google Professional Machine Learning Engineer

280 Questions120 Minutes70% Passing Score▣ Updated: Sep 2026

Question 170 of 280

Single answer
You need to deploy a scikit-leam classification model to production. The model must be able to serve requests 24/7, and you expect millions of requests per second to the production application from 8 am to 7 pm. You need to minimize the cost of deployment. What should you do?
ADeploy an online Vertex AI prediction endpoint. Set the max replica count to 1
BDeploy an online Vertex AI prediction endpoint. Set the max replica count to 100
CDeploy an online Vertex AI prediction endpoint with one GPU per replica. Set the max replica count to 1
DDeploy an online Vertex AI prediction endpoint with one GPU per replica. Set the max replica count to 100
Correct Answer: B

Deploy an online Vertex AI prediction endpoint. Set the max replica count to 100

Explanation

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