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