AI-300 Certification Practice Question #14

Question

A team deploys a classification model to production and monitors performance and data changes.
The team wants to ensure that significant drops in prediction accuracy automatically trigger the following:
Stakeholders must be notified of the drops.
Retraining must be initiated when thresholds are exceeded
You need to configure monitoring to meet the requirements.
Which four actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

Accepted Answer

Monitoring is built bottom-up: first **establish the baseline** from production traffic, then **define thresholds** against that baseline, then **configure alerts** to notify stakeholders on breach, and finally **enable retraining** as the automated remediation. uncledana's 4-vote answer uses the exact tile labels and matches Microsoft's monitoring lifecycle; "manually inspect prediction logs" is the manual distractor that contradicts the "automatically trigger" requirement.

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