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Interpretable Machine Learning Courses

Introduction to Interpretable Machine Learning - Cynthia Rudin
Institute for Advanced Study via YouTube
Scoring Systems - At the Extreme of Interpretable Machine Learning - Cynthia Rudin - Duke University
Alan Turing Institute via YouTube
Interpretable Machine Learning via Program Synthesis - IPAM at UCLA
Institute for Pure & Applied Mathematics (IPAM) via YouTube
Fair and Interpretable Decision Rules for Binary Classification
Institute for Pure & Applied Mathematics (IPAM) via YouTube
SHAP and Shapley Values for Interpretable Machine Learning - Kaggle 30 Days of ML Day 18
1littlecoder via YouTube
Interpreting Deep Neural Networks Towards Trustworthiness
International Mathematical Union via YouTube
Interpreting Deep Neural Networks Towards Trustworthiness - IPAM at UCLA
Institute for Pure & Applied Mathematics (IPAM) via YouTube
First Steps to Interpretable Machine Learning
MLCon | Machine Learning Conference via YouTube
Interpretable Machine Learning with an Eye for the Physics
Chemometrics & Machine Learning in Copenhagen via YouTube
SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning
Steve Brunton via YouTube
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