The Hitchhiker’s Guide to Responsible Machine Learning

Author: Przemysław Biecek, Anna Kozak, Aleksander Zawada

Publisher: GitHub

Publication Year: 2022

Summary: The following comic focusses on the need to learn the importance and application of different Explainable Artificial Intelligence (XAI) concepts and methods in a mix of graphic novel and textbook. Walk through the process of building a predictive model for COVID-19 risk and see how to use the DALEX package to analyze and explain variable importance regardless of which black box model you employ. See how important and easy it is to incorporate XAI methods in your current workflow.


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