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Q31 Single choice

You are training and deploying updated versions of a regression model with tabular data by using Vertex AI
Pipelines, Vertex AI Training, Vertex AI Experiments, and Vertex AI Endpoints. The model is deployed in a Vertex AI endpoint, and your users call the model by using the Vertex AI endpoint. You want to receive an email when the feature data distribution changes significantly, so you can retrigger the training pipeline and deploy an updated version of your model.

What should you do?

A
Use Vertex Al Model Monitoring. Enable prediction drift monitoring on the endpoint, and specify a
notification email.
B
In Cloud Logging, create a logs-based alert using the logs in the Vertex Al endpoint. Configure Cloud
Logging to send an email when the alert is triggered.
C
In Cloud Monitoring create a logs-based metric and a threshold alert for the metric. Configure Cloud
Monitoring to send an email when the alert is triggered.
D
Export the container logs of the endpoint to BigQuery. Create a Cloud Function to run a SQL query over
the exported logs and send an email. Use Cloud Scheduler to trigger the Cloud Function.

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