Google Cloud Professional Machine Learning Engineer PMLE — Topic 1 Question 170

Question

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?

Accepted Answer

Correct answer: B. The correct answer is B. Option B: Deploy an online Vertex AI prediction endpoint. Set the max replica count to 100 Vertex AI is the unified managed platform to build, train, tune, deploy, and operate ML models.

Google Cloud Professional Machine Learning Engineer PMLE — Question 170