AIF-C01 · Question #311
AIF-C01 Question #311: Real Exam Question with Answer & Explanation
The correct answer is B: Retrain the model. Monitor model drift by using Amazon SageMaker Model Monitor.. Amazon SageMaker Model Monitor enables continuous monitoring of model inference quality and detects data/model drift in production. Setting up notifications ensures the company is alerted if quality degrades again, allowing timely intervention and retraining as needed.
Question
A company deployed a model to production. After 4 months, the model inference quality degraded. The company wants to receive a notification if the model inference quality degrades. The company also wants to ensure that the problem does not happen again. Which solution will meet these requirements?
Options
- ARetrain the model. Monitor model drift by using Amazon SageMaker Clarify.
- BRetrain the model. Monitor model drift by using Amazon SageMaker Model Monitor.
- CBuild a new model. Monitor model drift by using Amazon SageMaker Feature Store.
- DBuild a new model. Monitor model drift by using Amazon SageMaker JumpStart.
Explanation
Amazon SageMaker Model Monitor enables continuous monitoring of model inference quality and detects data/model drift in production. Setting up notifications ensures the company is alerted if quality degrades again, allowing timely intervention and retraining as needed.
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