Continuous testing and monitoring for production ML pipelines

During the session, Emeli will demonstrate how you can add data and ML model tests to your production pipelines using Evidently, an open-source Python library. You will learn how to validate the quality of input data, detect data and prediction drift, and test ML model quality whenever you receive new labels. You will be able to directly reuse these examples and integrate tests into your Flyte pipelines.