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Monitoring discriminative ML models using Amazon SageMaker AI with MLflow
This post describes how to monitor discriminative machine learning models with Amazon SageMaker AI. It uses Evidently to generate monitoring reports, MLflow to organize and compare results, pipelines for scale, and notifications to detect drift.