Google Cloud Professional Machine Learning Engineer PMLE — Topic 1 Question 192

Question

Your team has a model deployed to a Vertex AI endpoint. You have created a Vertex AI pipeline that automates the model training process and is triggered by a Cloud Function. You need to prioritize keeping the model up-to-date, but also minimize retraining costs. How should you configure retraining?

Accepted Answer

Correct answer: D. The correct answer is D. Option D: Enable model monitoring on the Vertex AI endpoint. Configure Pub/Sub to call the Cloud Function when feature drift is detected Pub/Sub is a serverless, global messaging service that decouples services and ingests high-volume event streams. Vertex AI is the unified managed platform to build, train, tune, deploy, and operate ML models.

Google Cloud Professional Machine Learning Engineer PMLE — Question 192