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books: add Probabilistic Machine Learning Advanced Topics (#13128) 
* books: add Probabilistic Machine Learning Advanced Topics

* Update books/free-programming-books-subjects.md

Co-authored-by: Eric Hellman <eric@hellman.net>

---------

Co-authored-by: Eric Hellman <eric@hellman.net>
 2026-03-20 09:16:09 -04:00
Alex Yarotsky
d90fc8876d
Add "SecOps Bit by Bit" to Security & Privacy (#13130) 2026-03-20 09:13:46 -04:00
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@ -472,6 +472,7 @@ Books that cover a specific programming language can be found in the [BY PROGRAM
* [Practical Deep Learning for Coders](https://course.fast.ai) - fast.ai * [Practical Deep Learning for Coders](https://course.fast.ai) - fast.ai
* [Practitioners guide to MLOps](https://services.google.com/fh/files/misc/practitioners_guide_to_mlops_whitepaper.pdf) - Khalid Samala, Jarek Kazmierczak, Donna Schut (PDF) * [Practitioners guide to MLOps](https://services.google.com/fh/files/misc/practitioners_guide_to_mlops_whitepaper.pdf) - Khalid Samala, Jarek Kazmierczak, Donna Schut (PDF)
* [Probabilistic Machine Learning - An Introduction](https://github.com/probml/pml-book/releases/latest/download/book1.pdf) - Kevin P. Murphy (PDF) * [Probabilistic Machine Learning - An Introduction](https://github.com/probml/pml-book/releases/latest/download/book1.pdf) - Kevin P. Murphy (PDF)
* [Probabilistic Machine Learning: Advanced Topics](https://probml.github.io/pml-book/book2.html) - Kevin P. Murphy (PDF)
* [Python Machine Learning Projects](https://www.digitalocean.com/community/books/python-machine-learning-projects-a-digitalocean-ebook) - Lisa Tagliaferri, Brian Boucheron, Michelle Morales, Ellie Birkbeck, Alvin Wan (PDF, EPUB, Kindle) * [Python Machine Learning Projects](https://www.digitalocean.com/community/books/python-machine-learning-projects-a-digitalocean-ebook) - Lisa Tagliaferri, Brian Boucheron, Michelle Morales, Ellie Birkbeck, Alvin Wan (PDF, EPUB, Kindle)
* [Reinforcement Learning: An Introduction](http://incompleteideas.net/book/RLbook2020.pdf) - Richard S. Sutton, Andrew G. Barto (PDF) (CC BY-NC-ND) * [Reinforcement Learning: An Introduction](http://incompleteideas.net/book/RLbook2020.pdf) - Richard S. Sutton, Andrew G. Barto (PDF) (CC BY-NC-ND)
* [Speech and Language Processing (3rd Edition Draft)](https://web.stanford.edu/~jurafsky/slp3/ed3book.pdf) - Daniel Jurafsky, James H. Martin (PDF) * [Speech and Language Processing (3rd Edition Draft)](https://web.stanford.edu/~jurafsky/slp3/ed3book.pdf) - Daniel Jurafsky, James H. Martin (PDF)
@ -938,6 +939,7 @@ Kerridge (PDF) (email address *requested*, not required)
* [OWASP Top 10 for .NET Developers](https://www.troyhunt.com/2011/12/free-ebook-owasp-top-10-for-net.html) * [OWASP Top 10 for .NET Developers](https://www.troyhunt.com/2011/12/free-ebook-owasp-top-10-for-net.html)
* [Practical Cryptography for Developer](https://cryptobook.nakov.com) - Svetlin Nakov (GitBook) ( :construction: *in process*) * [Practical Cryptography for Developer](https://cryptobook.nakov.com) - Svetlin Nakov (GitBook) ( :construction: *in process*)
* [Programming Differential Privacy](https://programming-dp.com) - Joseph Near, Chiké Abuah (HTML, PDF) * [Programming Differential Privacy](https://programming-dp.com) - Joseph Near, Chiké Abuah (HTML, PDF)
* [SecOps Bit By Bit: Roadmap for First-Time CTOs and Startup Founders](https://leanpub.com/secops-bit-by-bit) - Alex Yarotsky (PDF) *(Leanpub account or valid email requested)*
* [Security Engineering](https://www.cl.cam.ac.uk/~rja14/book.html) * [Security Engineering](https://www.cl.cam.ac.uk/~rja14/book.html)
* [Security Essentials](https://learning.lpi.org/en/learning-materials/020-100/) - by Linux Professional Institute (PDF) * [Security Essentials](https://learning.lpi.org/en/learning-materials/020-100/) - by Linux Professional Institute (PDF)
* [The Joy of Cryptography (2021)](https://joyofcryptography.com/pdf/book.pdf) - Mike Rosulek (PDF) * [The Joy of Cryptography (2021)](https://joyofcryptography.com/pdf/book.pdf) - Mike Rosulek (PDF)