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1. The Elements of Statistical Learning [pdf] (stanford.edu)
282 points by happy-go-lucky 8 months ago | 59 comments
2. Draft of OCaml Scientific Computing book (ocaml.org)
199 points by mseri on Aug 25, 2020 | 129 comments
3. The BEAM Book (2017) (stenmans.org)
232 points by hazbo on July 2, 2020 | 22 comments
4. The missing semester of CS education (csail.mit.edu)
1163 points by anishathalye on Feb 3, 2020 | 196 comments
5. Free and Open-Source Mathematics Textbooks (dcernst.github.io)
321 points by vo2maxer on Dec 21, 2019 | 46 comments
6. The Little Handbook of Statistical Practice (2012) (jerrydallal.com)
502 points by Anon84 on Oct 28, 2019 | 36 comments
7. Principal Component Analysis (oranlooney.com)
138 points by olooney on Oct 5, 2019 | 48 comments
8. A Brief Guide to a Few Algebraic Structures (argumatronic.com)
266 points by edgarvm on July 31, 2019 | 47 comments
9. New Fast.ai Course: A Code-First Introduction to Natural Language Processing (fast.ai)
320 points by my_first_acct on July 9, 2019 | 21 comments
10. Mathematics all-in-one cheat-sheet (2013) [pdf] (keybase.pub)
1060 points by rodmena on May 30, 2019 | 161 comments
11. The multi-armed bandit problem (2012) (stevehanov.ca)
303 points by navigaid on May 27, 2019 | 79 comments
12. Python Data Science Handbook: Full Text in Jupyter Notebooks (github.com/jakevdp)
396 points by TsukiZombina on March 3, 2019 | 36 comments
13. Understanding the Linux Virtual Memory Manager (2007) [pdf] (kernel.org)
71 points by luu on Feb 9, 2019 | 4 comments
14. Lectures in Quantitative Economics as Python and Julia Notebooks (quantecon.org)
355 points by westurner on Feb 5, 2019 | 48 comments
15. Linear Algebra by Jim Hefferon – free textbook (smcvt.edu)
459 points by n-izem on Jan 27, 2019 | 60 comments
16. Algorithms, by Jeff Erickson (illinois.edu)
1463 points by bdr on Jan 2, 2019 | 238 comments
17. [dupe] Python machine learning notebooks for beginners and experts (github.com/gokumohandas)
91 points by catherineyee on Dec 11, 2018 | 2 comments
18. Practical Deep Learning for Coders (fast.ai)
213 points by rspivak on Sept 20, 2018 | 37 comments
19. Google’s Jeff Dean’s undergrad senior thesis on neural networks (1990) [pdf] (drive.google.com)
413 points by russtrpkovski on Aug 27, 2018 | 98 comments
20. Mathematics for Computer Science: Readings (ocw.mit.edu)
555 points by rspivak on March 17, 2018 | 67 comments
21. The accidental HFT firm (meanderful.blogspot.com)
132 points by profquail on Jan 24, 2018 | 32 comments
22. A summary of what quantitative trading firms do (headlandstech.com)
545 points by hendzen on Jan 21, 2018 | 118 comments
23. Training Your Brain So That You Don’t Need Reading Glasses (2017) (nytimes.com)
540 points by walterbell on Jan 20, 2018 | 137 comments
24. Introduction to reverse engineering and assembly (homelinux.net)
343 points by seiflotfy on Jan 9, 2018 | 32 comments
25. Techniques for Factoring Numbers in Your Head (exupero.org)
218 points by exupero on Jan 4, 2018 | 36 comments
26. Computational Linear Algebra (fast.ai)
537 points by julianj on July 23, 2017 | 55 comments
27. New Fast.ai Course: Computational Linear Algebra (fast.ai)
2 points by krosaen on July 18, 2017
28. Machine Learning Crash Course: The Bias-Variance Dilemma (ml.berkeley.edu)
540 points by subset on July 17, 2017 | 60 comments
29. Hacker's guide to Neural Networks (2012) (karpathy.github.io)
424 points by catherinezng on July 14, 2017 | 39 comments
30. Georgia Tech's free math textbook collective (gatech.edu)
834 points by ColinWright on June 18, 2017 | 78 comments

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