Patterns, Predictions, and Actions – A story about machine learning

Summary

Image copyright: Princeton University Press Hardcover Princeton University Press Errata Full preprint as PDF Problem sets (pdf) Citations, license, typesetting Please cite the print edition of this book as: @book{hardtrecht2022patterns, author = {Moritz Hardt and Benjamin Recht}, title = {Patterns, predictions, and actions: Foundations of machine learning}, year = {2022}, publisher = {Princeton University Press} } We maintain an archival version of the book at arXiv:2102.05242. The web version is more up-to-date than the arXiv version. The print version contains additional improvements and editing not present in the web version. The text available on this website is licensed under the Creative Commons BY-NC-ND 4.0 license. This book is typeset using pandoc with the unbuch setup.