| 1. | | Calculus they won't teach you [video] (youtube.com) |
| 129 points by dsego on Jan 2, 2023 | 116 comments |
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| 2. | | The Elements of Statistical Learning [pdf] (stanford.edu) |
| 282 points by happy-go-lucky on Dec 31, 2020 | 59 comments |
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| 3. | | Draft of OCaml Scientific Computing book (ocaml.org) |
| 199 points by mseri on Aug 25, 2020 | 129 comments |
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| 4. | | The BEAM Book (2017) (stenmans.org) |
| 232 points by hazbo on July 2, 2020 | 22 comments |
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| 5. | | The Missing Semester of Your CS Education (csail.mit.edu) |
| 1163 points by anishathalye on Feb 3, 2020 | 196 comments |
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| 6. | | Free and Open-Source Mathematics Textbooks (dcernst.github.io) |
| 321 points by vo2maxer on Dec 21, 2019 | 46 comments |
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| 7. | | The Little Handbook of Statistical Practice (2012) (jerrydallal.com) |
| 502 points by Anon84 on Oct 28, 2019 | 36 comments |
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| 8. | | Principal Component Analysis (oranlooney.com) |
| 138 points by olooney on Oct 5, 2019 | 48 comments |
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| 9. | | A Brief Guide to a Few Algebraic Structures (argumatronic.com) |
| 266 points by edgarvm on July 31, 2019 | 47 comments |
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| 10. | | 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 |
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| 11. | | Mathematics all-in-one cheat-sheet (2013) [pdf] (keybase.pub) |
| 1060 points by rodmena on May 30, 2019 | 161 comments |
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| 12. | | The multi-armed bandit problem (2012) (stevehanov.ca) |
| 303 points by navigaid on May 27, 2019 | 79 comments |
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| 13. | | Python Data Science Handbook: Full Text in Jupyter Notebooks (github.com/jakevdp) |
| 396 points by TsukiZombina on March 3, 2019 | 36 comments |
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| 14. | | Understanding the Linux Virtual Memory Manager (2007) [pdf] (kernel.org) |
| 71 points by luu on Feb 9, 2019 | 4 comments |
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| 15. | | Lectures in Quantitative Economics as Python and Julia Notebooks (quantecon.org) |
| 355 points by westurner on Feb 5, 2019 | 48 comments |
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| 16. | | Linear Algebra by Jim Hefferon – free textbook (smcvt.edu) |
| 459 points by n-izem on Jan 27, 2019 | 60 comments |
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| 17. | | Algorithms, by Jeff Erickson (illinois.edu) |
| 1463 points by bdr on Jan 2, 2019 | 238 comments |
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| 18. | | [dupe] Python machine learning notebooks for beginners and experts (github.com/gokumohandas) |
| 91 points by catherineyee on Dec 11, 2018 | 2 comments |
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| 19. | | Practical Deep Learning for Coders (fast.ai) |
| 213 points by rspivak on Sept 20, 2018 | 37 comments |
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| 20. | | 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 |
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| 21. | | Mathematics for Computer Science: Readings (ocw.mit.edu) |
| 555 points by rspivak on March 17, 2018 | 67 comments |
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| 22. | | The accidental HFT firm (meanderful.blogspot.com) |
| 132 points by profquail on Jan 24, 2018 | 32 comments |
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| 23. | | A summary of what quantitative trading firms do (headlandstech.com) |
| 545 points by hendzen on Jan 21, 2018 | 118 comments |
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| 24. | | Training Your Brain So That You Don’t Need Reading Glasses (2017) (nytimes.com) |
| 540 points by walterbell on Jan 20, 2018 | 137 comments |
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| 25. | | Introduction to reverse engineering and assembly (homelinux.net) |
| 343 points by seiflotfy on Jan 9, 2018 | 32 comments |
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| 26. | | Techniques for Factoring Numbers in Your Head (exupero.org) |
| 218 points by exupero on Jan 4, 2018 | 36 comments |
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| 27. | | Computational Linear Algebra (fast.ai) |
| 537 points by julianj on July 23, 2017 | 55 comments |
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| 28. | | New Fast.ai Course: Computational Linear Algebra (fast.ai) |
| 2 points by krosaen on July 18, 2017 |
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| 29. | | Machine Learning Crash Course: The Bias-Variance Dilemma (ml.berkeley.edu) |
| 540 points by subset on July 17, 2017 | 60 comments |
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| 30. | | Hacker's guide to Neural Networks (2012) (karpathy.github.io) |
| 424 points by catherinezng on July 14, 2017 | 39 comments |
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