Governing the ML lifecycle at scale: Centralized observability with Amazon SageMaker and Amazon CloudWatch
AWS Machine Learning
OCTOBER 29, 2024
Amazon SageMaker Model Monitor allows you to automatically monitor ML models in production, and alerts you when data and model quality issues appear. SageMaker Model Monitor emits per-feature metrics to Amazon CloudWatch , which you can use to set up dashboards and alerts. Enable CloudWatch cross-account observability.
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