Question 191 of 280
Single answerYour 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?
AConfigure Pub/Sub to call the Cloud Function when a sufficient amount of new data becomes available
BConfigure a Cloud Scheduler job that calls the Cloud Function at a predetermined frequency that fits your team’s budget
CEnable model monitoring on the Vertex AI endpoint. Configure Pub/Sub to call the Cloud Function when anomalies are detected
✓DEnable model monitoring on the Vertex AI endpoint. Configure Pub/Sub to call the Cloud Function when feature drift is detected
✓
Correct Answer: D
Enable model monitoring on the Vertex AI endpoint. Configure Pub/Sub to call the Cloud Function when feature drift is detected
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Explanation
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