awesome/machine-learning
1
0
Fork 0
mirror of https://github.com/josephmisiti/awesome-machine-learning.git synced 2024-11-13 11:24:23 -05:00
Code Activity

Updated ISL books

Browse source
This commit is contained in:
Seshu Pavan Mutyala 2023-07-25 10:51:50 +05:30
parent a5ce145881
commit 8f92aace6f
1 changed files with 2 additions and 1 deletions
Show stats Download patch file Download diff file Expand all files Collapse all files

3
books.md
View file

@ -5,7 +5,8 @@ The following is a list of free and/or open source books on machine learning, st
* [Distributed Machine Learning Patterns](https://github.com/terrytangyuan/distributed-ml-patterns) - Book (free to read online) + Code
* [The Hundred-Page Machine Learning Book](http://themlbook.com/wiki/doku.php)
* [Real World Machine Learning](https://www.manning.com/books/real-world-machine-learning) [Free Chapters]
* [An Introduction To Statistical Learning](https://www-bcf.usc.edu/~gareth/ISL/) - Book + R Code
* [An Introduction To Statistical Learning With Applications In R](https://hastie.su.domains/ISLR2/ISLRv2_corrected_June_2023.pdf) - Book + R Code
* [An Introduction To Statistical Learning With Applications In Python](https://hastie.su.domains/ISLP/ISLP_website.pdf) - Book + Python Code
* [Elements of Statistical Learning](https://web.stanford.edu/~hastie/ElemStatLearn/) - Book
* [Computer Age Statistical Inference (CASI)](https://web.stanford.edu/~hastie/CASI_files/PDF/casi.pdf) ([Permalink as of October 2017](https://perma.cc/J8JG-ZVFW)) - Book
* [Probabilistic Programming & Bayesian Methods for Hackers](http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/) - Book + IPython Notebooks