AWS Solutions Implementation – AWS MLOps Framework adds a model monitoring pipeline for customers to take remedial action when there are deviations in model quality

AWS Solutions has updated the AWS MLOps Framework, an AWS Solutions Implementation that now provides a pipeline for model monitoring. In addition to the bring-your-own-model pipeline, the solution offers the ability to provision multiple model monitor pipelines to periodically monitor the quality of deployed ML models on Amazon SageMaker endpoints. This added functionality is key in ensuring model performance as customers can get notified when drift in model quality, bias, and feature importance occur in production.

Source:: Amazon AWS