Introducing Amazon SageMaker Clarify — AWS re:Invent 2020
Dec 8, 2020
Amazon SageMaker Clarify is a new capability of Amazon SageMaker that helps customers detect bias in machine learning models, and increase transparency by helping explain model behavior to stakeholders and customers
In this first video, I show how you to use the bias detection capability in Amazon SageMaker Clarify, using bias metrics computed on a credit dataset, and on a classification model trained on this dataset.
In this second video, I show how you to use the model explainability capability in Amazon SageMaker Clarify, using SHAP values computed on a credit model.
