Những quyển sách “gối đầu” trong Machine Learning

Data Science, Tài nguyên - eBook

05 quyển sách “gối đầu” trong Machine Learning:

1) Pattern Recognition and Machine Learning (2006) – Bishop

Link: https://www.microsoft.com/en-us/research/people/cmbishop/prml-book

2) The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (2009) – Trevor Hastie et al.

Link: https://web.stanford.edu/~hastie/ElemStatLearn


3) Machine Learning: A Probabilistic Perspective (2012) – Murphy

Link: https://probml.github.io/pml-book/


4) Deep Learning (2015) – Ian Goodfellow et al.

Link: https://www.deeplearningbook.org

5) Foundations of Machine Learning, Second Edition (2018) – Mehryar Mohri et al.

Link: https://cs.nyu.edu/~mohri/mlbook/

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