3 ms·
There's a subreddit for locating more: https://www.reddit.com/r/mathbooks/ https://www.reddit.com/r/mathbooks/ ___________________ This list's a couple years
by gtani 9y ago
There's a subreddit for locating more: https://www.reddit.com/r/mathbooks/ https://www.reddit.com/r/mathbooks/
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This list's a couple years old, for machine learning, including basic lin.alg, prob/stats: https://www.reddit.com/r/MachineLearning/comments/1jeawf/machine_learning_books/ https://www.reddit.com/r/MachineLearning/comments/1jeawf/mac...
Since then,
- Deep learning book by Goodfellow et al,http://www.deeplearningbook.org/ http://www.deeplearningbook.org/ (the one by Michael Nielsen is good as well)
- Foundations, excellent text: http://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/ http://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning... Shalev-Shwartz, Ben-David
- https://www.cs.cornell.edu/jeh/bookMay2015.pdf https://www.cs.cornell.edu/jeh/bookMay2015.pdf, Blum, Hopcroft, Kannan, probably an older version
- flor1s 9y agoRegarding the Blum, Hopcroft, Kannan book, this seems to be a more recent version: https://www.cs.cornell.edu/jeh/book.pdf https://www.cs.cornell.edu/jeh/book.pdf