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SageMaker Model Monitor (AWS)

Description

A built-in tool within Amazon SageMaker that enables continuous monitoring of deployed machine learning models to detect data drift, concept drift, and performance degradation.

Features

Key Capabilities: Provides automated alerts, integration with AWS CloudWatch, and tools for retraining models based on drift detection.

Use Cases: Ideal for businesses using AWS infrastructure that need an automated solution for tracking ML model health in production.

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