Probabilistic Machine Learning: An Introduction
2 days ago
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- Probabilistic Machine Learning: An Introduction by Kevin Patrick Murphy, published by MIT Press in March 2022.
- The book is available with supplementary code and material, including Colab notebooks for each chapter to recreate figures.
- Citations and endorsements from notable figures in the field highlight the book's comprehensive and rigorous approach to machine learning.
- The book covers both traditional and modern machine learning methods, with a focus on probabilistic reasoning.
- Acknowledgements section lists contributors who helped with writing, proof-reading, and coding.