Multiple Choice Flashcards on 02 AWS Certified Machine Learning Engineer - As...

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Flashcard Practice AWS Certified Machine Learning Engineer - Associate Multiple Choice

Users report intermittent failures from a production inference endpoint. CloudWatch shows rising invocation errors, but the data quality monitor reports no feature violations. What should the operations team do next?

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Retrain and redeploy the model immediately because increased invocation errors prove the ground-truth labels changed Disable endpoint alarms because the data quality monitor is clean Inspect endpoint metrics and container logs, correlate errors with deployments or traffic, and use rollback or scaling if supported by evidence Change the data quality baseline because any user-facing failure must be feature drift

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