lists https://proglib.io/p/deep-learning-books/ Zhang - Dive into Deep Learning http://d2l.ai/index.html https://github.com/d2l-ai/d2l-en https://en.d2l.ai/d2l-en.pdf 2024 https://udlbook.github.io/udlbook/ https://github.com/udlbook/udlbook https://www.youtube.com/playlist?list=PLRdABJkXXytCz19PsZ1PCQBKoZGV069k3 2022 Kneusel - Math for Deep Learning 5CCB9186D4FC12B7B5524B1EB1548FC1 464625086F3C8BB3D41D4F9B710AFB03 185B571AE0A75F850B0164CE201D38CE Ferlitsch - Deep Learning Patterns and Practices ru 94CF7EC970A346B79AC0D0D2CCF2B7E8 !!! 2021 Glassner - Deep Learning A Visual Approach E418FBF6726D42FB8A9A140C0A6A94AE FA0A1197B4A9D15A0CDF385929AA7356 671312F9D2521D0C9096089A8470FB73 2020 Krohn - Deep Learning Illustrated 8D1BC33FD5031EBF991E91AB2C9CB82D 8C7D7D2E26448220C59AB241F14D3B0E D4125734675231EFBFE6D69F5B45C740 229639A9ACCF5A359FA494EBB1173275 Buduma - Fundamentals of Deep Learning ru E84C09DCCE4C11E9E20CBF04A62F488A Michelucci - Applied Deep Learning ru https://vk.com/doc4004138_522102307?hash=8324f5e6927c59dc9a D60A78C32635E82A189B6F40AF277CE7 Teofili - Deep Learning for Search ru 4F09D4BFA469AAEFF1C4CEE4D1DCC596 FB59B0CAB14998D5126B3E7D96B87E30 60DFDA318B8563B35249608B1E470B9C ! 319p, using DL4J Glassner - Deep Learning From Basics to Practice v2 ru 42FEB6FD376E3C5FE6EE063D7E952F44 CD9A9D1EFC1265322F6B98506114CD7C ! 611p, good Glassner - Deep Learning From Basics to Practice v1 ru 88F2CD6C26CDCF8831FECEE076497B4F D5E12C62C405C0E9295D2F00E399EE19 ! 585p, good MuellerMassaron - Deep Learning ru 3BE0F6334D9002EFD38E8F482037FD64 0A7D31B69F2A88EF96577F2B6DF99005 2019 Mueller - Deep Learning For Dummies Trask - Grokking Deep Learning https://habr.com/ru/company/piter/blog/464509/ Molnar - Interpretable Machine Learning https://christophm.github.io/interpretable-ml-book/ Foster - Generative Deep Learning E6D06564013B3B6742F48C5B770F5A47 Teofili - Deep Learning for Search 6A0F43FFC6BED37857A1C819BD51DF1E ! using DL4J VasilevSlaterGianmarioSpacagna - Python Deep Learning 2nd ed https://vk.com/doc255577237_537159420?hash=6306530d86f14c381c Kelleher - Deep Learning https://vk.com/doc4004138_546626589?hash=d386ffd8b6a3c9f2e7 2D3022D58C53A464A50DEB91F5AB2B7F 3418F2CDE27DBE65F2FA0FEA08F047E7 ! just overview, not so deep Aggarwal - Neural Networks and Deep Learning https://vk.com/doc270219984_549342596?hash=4062ef4b30b6408084 GraesserKeng - Foundations of Deep Reinforcement Learning 66B16197BACADF2D3FD585228CC006A9 2018 NikolenkoKadurin - Deep Learning ru p 128..137..177..232..278..331..373..410..451 2486E541029583877C7E6643778B9E47 D3A0064BB131A9D0A3B6B2834B6B6CD7 809AD26AE4C6BB24B6C8AB53373771F0 https://vk.com/doc122837690_554505722?hash=e24df5302918d197be https://vk.com/doc420592894_558431582?hash=d4b3d5befa8bb0486f https://habrahabr.ru/company/piter/blog/346358/ https://www.piter.com/product/glubokoe-obuchenie https://books.google.by/books?id=Zi48DwAAQBAJ&printsec=frontcover&hl=ru#v=onepage&q&f=false https://www.labirint.ru/books/622166/ https://oz.by/books/more10663570.html https://www.ozon.ru/context/detail/id/142987816/ Vieira - Introduction to Deep Learning Business Applications for Developers (too shallow) Skansi - Introduction to Deep Learning Krohn - Deep Learning Illustrated (small, without math) Chollet - Deep Learning with Python ru https://vk.com/doc44301783_456810592 https://vk.com/doc7608079_460118633 C3AD2D7E6EE41CF2818EEF891A984FDD 900D739E4B0305A0422F4DC23E0CC76C Patterson - Deep Learning - A Practitioner Approach ru 5582E21670AEE2895F5E907A53D61EDE https://vk.com/doc74080069_516268202?hash=74d3f98815ec1c25e0 Burtsev https://vk.com/doc4004138_453543210 https://vk.com/doc4004138_453721152 Nielsen - Neural Networks and Deep Learing (? intro ?) http://neuralnetworksanddeeplearning.com/ https://habr.com/ru/post/463171/ https://habr.com/ru/post/458724/ https://habr.com/ru/post/457980/ https://habr.com/ru/post/456738/ Manning - Trask - Grokking Deep Learning https://iamtrask.github.io/ Sugomori - Deep Learning Essentials https://vk.com/doc4004138_453604538?hash=bc45396af5fb16e314 2017 Buduma - Fundamentals of Deep Learning (tf) https://vk.com/doc2036633_464888587 Paterson - Deep Learning (dl4j) https://vk.com/doc2036633_464888588 2016 !!! https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/DeepLearning-NowPublishing-Vol7-SIG-039.pdf Popular and Short (java) Gibson - Deep Learning ER Deng - 2014 - Deep Learning: Methods and Applications https://www.microsoft.com/en-us/research/publication/deep-learning-methods-and-applications/?from=http%3A%2F%2Fresearch.microsoft.com%2Fpubs%2F209355%2Fdeeplearning-nowpublishing-vol7-sig-039.pdf# Gulli - Deep Learning with Keras ru