Responsible AI
Fairness, safety, privacy and the law: building AI people can trust.
Advanced
Once the basics are comfortable.
Book
Advanced
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Fairness and Machine Learning: Limitations and Opportunities
A free textbook on the ideas and limits of fairness in automated decision-making.
Barocas, Hardt and Narayanan
Book
Advanced
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Interpretable Machine Learning
A free book on making black-box models explainable: interpretable models, feature importance, SHAP and more.
Christoph Molnar