Frank Nielsen
Frank Nielsen

@FrnkNlsn

8 Tweets 1 reads Apr 14, 2023
Nice books on pattern recognition, machine learning and deep learning.
Some books have 🎉 free online PDF available 🎉:
-1/ "Pattern Recognition and Machine Learning" by Bishop
microsoft.com
1/n
- "Foundations of Machine Learning" by Mehryar Mohri, Afshin Rostamizadeh, and Ameet Talwalkar
cs.nyu.edu
2/n
- "Understanding Machine Learning: From Theory to Algorithms" by Shai Shalev-Shwartz and Shai Ben-David
cs.huji.ac.il
3/n
- "Probabilistic Machine Learning: An Introduction" by Murphy
probml.github.io
4/n
- "Dive into Deep Learning" by Zhang, A., Lipton, Z. C., Li, M., & Smola, A. J
d2l.ai
5/n
- "Mathematics for Machine Learning" by
Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong.
mml-book.github.io
6/n
- "Deep Learning" by Ian Goodfellow, Yoshua Bengio, Aaron Courville
deeplearningbook.org
7/n
- "Probabilistic Machine Learning: Advanced Topics" by Murphy
probml.github.io
8/n

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