Monitoring discriminative ML models using Amazon SageMaker AI with MLflow
Amazon SageMaker AI now integrates with open source Evidently to monitor discriminative ML models. This solution helps maintain prediction accuracy by generating monitoring reports and detecting data drift. It also organizes results in MLflow and supports scalable pipelines with automated notifications.
