http://themlbook.com/wiki/ 2026-04-07T18:27:56+0000 http://themlbook.com/wiki/ http://themlbook.com/wiki/lib/tpl/dokuwiki/images/favicon.ico text/html 2026-01-28T08:25:45+0000 burkov (burkov@undisclosed.example.com) http://themlbook.com/wiki/doku.php?id=start&rev=1769588745&do=diff <https://www.thelmbook.com> This is the supporting wiki for the book The Hundred-Page Machine Learning Book by Andriy Burkov. The book is now available on Amazon and most major online bookstores. The wiki contains pages that extend some book chapters with additional information: Q&A, code snippets, further reading, tools, and other relevant resources. text/html 2025-12-29T08:31:50+0000 Anonymous (anonymous@undisclosed.example.com) http://themlbook.com/wiki/doku.php?id=read_by_professionals_working_at&rev=1766997110&do=diff [ NOTHING done overseas ] TX based 27 Years Experience Only $199/mo [ Hosting Included upon client request ] Find out more, see our list of clients and read our reviews: <https://adventdigital.net/seo/17-point-plan/> <https://g.page/r/CUY2hdTXAq4sEBM/> (Unsubscribe on Request - Email or Text) text/html 2025-12-22T14:06:53+0000 Anonymous (anonymous@undisclosed.example.com) http://themlbook.com/wiki/doku.php?id=why_model_works_on_new_data&rev=1766412413&do=diff Recommended Reading * Overview of the Probably Approximately Correct (PAC) Framework by David Haussler * Chapter 7 of Machine Learning by Tom Mitchell (1997) Recommended Watching * PAC Learning by Georgia Tech/Udacity (2015). text/html 2025-11-28T14:55:01+0000 Anonymous (anonymous@undisclosed.example.com) http://themlbook.com/wiki/doku.php?id=playground:playground&rev=1764341701&do=diff PlayGround text/html 2025-06-27T15:57:52+0000 Anonymous (anonymous@undisclosed.example.com) http://themlbook.com/wiki/doku.php?id=topics_not_covered&rev=1751039872&do=diff Image Generation * GAN by Google * Large Scale GAN Training for High Fidelity Natural Image Synthesis by Brock et al (2018) * Image Transformer by Parmar et all (2018) * The Illustrated Stable Diffusion by Jay Alammar * NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis by Mildenhall et all (2020) * Nerfies: Deformable Neural Radiance Fields by Park et al (2021) Text Generation * Training language models to follow instructions with human feedback by Ouyang et… text/html 2025-06-13T19:03:20+0000 burkov (burkov@undisclosed.example.com) http://themlbook.com/wiki/doku.php?id=reinforcement_learning&rev=1749841400&do=diff Recommended Reading with love * Reinforcement Learning: An Introduction, Second Edition by Sutton and Barto (2018)... Lectures * Reinforcement Learning Course by Deep Mind and University College London (2018) * Stanford CS234: Reinforcement Learning by Stanford University (2019) text/html 2025-01-19T06:01:30+0000 burkov (burkov@undisclosed.example.com) http://themlbook.com/wiki/doku.php?image=screenshot_2025-01-18_at_3.49.48_pm.png&ns=&rev=1737266490&tab_details=history&mediado=diff&do=media <img src="http://themlbook.com/wiki/lib/exe/fetch.php?w=500&h=128&t=1737266490&amp;tok=da31cd&amp;media=screenshot_2025-01-18_at_3.49.48_pm.png" alt="screenshot_2025-01-18_at_3.49.48_pm.png" /> text/html 2019-10-17T18:06:27+0000 burkov (burkov@undisclosed.example.com) http://themlbook.com/wiki/doku.php?image=ml_map.png&ns=&rev=1571335587&tab_details=history&mediado=diff&do=media <img src="http://themlbook.com/wiki/lib/exe/fetch.php?w=500&h=311&t=1571335587&amp;tok=91780c&amp;media=ml_map.png" alt="ml_map.png" /> text/html 2019-05-09T16:12:58+0000 burkov (burkov@undisclosed.example.com) http://themlbook.com/wiki/doku.php?image=gradient_descent.png&ns=&rev=1557418378&tab_details=history&mediado=diff&do=media <img src="http://themlbook.com/wiki/lib/exe/fetch.php?w=500&h=375&t=1557418378&amp;tok=ae0146&amp;media=gradient_descent.png" alt="gradient_descent.png" /> text/html 2019-04-28T02:32:12+0000 burkov (burkov@undisclosed.example.com) http://themlbook.com/wiki/doku.php?image=kmeans_alpha_0.3.png&ns=&rev=1556418732&tab_details=history&mediado=diff&do=media <img src="http://themlbook.com/wiki/lib/exe/fetch.php?w=500&h=375&t=1556418732&amp;tok=a4f7d0&amp;media=kmeans_alpha_0.3.png" alt="kmeans_alpha_0.3.png" /> text/html 2019-04-23T18:41:45+0000 burkov (burkov@undisclosed.example.com) http://themlbook.com/wiki/doku.php?image=density_estimation.png&ns=&rev=1556044905&tab_details=history&mediado=diff&do=media <img src="http://themlbook.com/wiki/lib/exe/fetch.php?w=500&h=375&t=1556044905&amp;tok=b1dfc5&amp;media=density_estimation.png" alt="density_estimation.png" /> text/html 2019-04-23T18:38:50+0000 burkov (burkov@undisclosed.example.com) http://themlbook.com/wiki/doku.php?image=gaussian_mixture_model.png&ns=&rev=1556044730&tab_details=history&mediado=diff&do=media <img src="http://themlbook.com/wiki/lib/exe/fetch.php?w=500&h=375&t=1556044730&amp;tok=bdb3f6&amp;media=gaussian_mixture_model.png" alt="gaussian_mixture_model.png" /> text/html 2019-04-23T18:34:46+0000 burkov (burkov@undisclosed.example.com) http://themlbook.com/wiki/doku.php?image=kernel_regression.png&ns=&rev=1556044486&tab_details=history&mediado=diff&do=media <img src="http://themlbook.com/wiki/lib/exe/fetch.php?w=500&h=375&t=1556044486&amp;tok=3390b5&amp;media=kernel_regression.png" alt="kernel_regression.png" /> text/html 2019-04-18T17:40:28+0000 burkov (burkov@undisclosed.example.com) http://themlbook.com/wiki/doku.php?image=new_cover.png&ns=&rev=1555609228&tab_details=history&mediado=diff&do=media <img src="http://themlbook.com/wiki/lib/exe/fetch.php?w=370&h=499&t=1555609228&amp;tok=ae6f33&amp;media=new_cover.png" alt="new_cover.png" /> text/html 2018-10-20T05:34:16+0000 burkov (burkov@undisclosed.example.com) http://themlbook.com/wiki/doku.php?image=cover.png&ns=&rev=1540013656&tab_details=history&mediado=diff&do=media <img src="http://themlbook.com/wiki/lib/exe/fetch.php?w=405&h=500&t=1540013656&amp;tok=afacaf&amp;media=cover.png" alt="cover.png" />