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PMLE Practice Question: Drag and drop the steps to set up model…
Drag and drop the steps to set up model monitoring for drift detection on Vertex AI in the correct order.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Deploy model, then Enable monitoring, then Set thresholds, then Configure alerts, then Review
The correct order to set up model monitoring for drift detection on Vertex AI is: 1. Deploy model to an endpoint. 2. Enable monitoring on the deployed endpoint. 3. Set drift detection thresholds (e.g., for feature distributions or prediction outputs). 4. Configure alerts (e.g., email notifications). 5. Review monitoring results and alerts.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Deploy model, then Enable monitoring, then Set thresholds, then Configure alerts, then Review
Why this is correct
This is the correct order because the model must be deployed first before monitoring can be enabled, thresholds are set during or after enabling monitoring, alerts depend on thresholds, and review is the final step to observe drift.
- ✗
Deploy model, then Set thresholds, then Enable monitoring, then Configure alerts, then Review
Why it's wrong here
This is incorrect because thresholds should be set after enabling monitoring, not before. Enabling monitoring creates the monitoring job that uses the thresholds.
- ✗
Enable monitoring, then Deploy model, then Set thresholds, then Configure alerts, then Review
Why it's wrong here
This is incorrect because the model must be deployed and running before monitoring can be enabled. You cannot enable monitoring for a model that isn't deployed.
- ✗
Deploy model, then Enable monitoring, then Configure alerts, then Set thresholds, then Review
Why it's wrong here
This is incorrect because alerts are configured based on thresholds; you need to set thresholds first to define what triggers an alert.
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