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123 строки
5.1 KiB
Plaintext
123 строки
5.1 KiB
Plaintext
https://deeplearning.mit.edu/
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2024
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freeCodeCamp - Deep Learning Course for Beginners 0:00 of 13:48:41
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https://www.youtube.com/watch?v=HJd1I3FdSnY
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! a lot of math
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2020
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MIPT - DeepLearningSchool - Advanced Stream
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https://www.youtube.com/playlist?list=PL0Ks75aof3Tgc2VdSdSAuIuAVtXY6cFjC
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2019
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https://dlcourse.ai/
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https://habr.com/ru/company/ods/blog/438940/
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Brovko - DeepLearning on Fingers ru
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https://www.youtube.com/playlist?list=PLwwk4BHih4fgDSzz0HTZ24dR7tcg-ZmqZ
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Berkley - STAT-157
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https://www.youtube.com/playlist?list=PLZSO_6-bSqHQHBCoGaObUljoXAyyqhpFW
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Practical Deep Learning for Coders v3
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https://course.fast.ai/
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https://www.fast.ai/2019/01/24/course-v3/
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https://www.youtube.com/playlist?list=PLfYUBJiXbdtSIJb-Qd3pw0cqCbkGeS0xn
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http://course18.fast.ai/
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https://www.youtube.com/watch?v=0oyCUWLL_fU
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DataScientists - Deep Learning
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https://www.youtube.com/playlist?list=PLnp9m9snUe9JR5FwYGivBVw9FEFStVUOA
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DataScientists - Express Deep Learning Course
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https://www.youtube.com/playlist?list=PLnp9m9snUe9JhmslpDg9xIiH0a7XD3zUp
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DeepMind - Advanced DL
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https://www.youtube.com/playlist?list=PLqYmG7hTraZDNJre23vqCGIVpfZ_K2RZs
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https://m2dsupsdlclass.github.io/lectures-labs/
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https://github.com/m2dsupsdlclass/lectures-labs/
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2018
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https://stanford.edu/~shervine/teaching/cs-229.html
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https://github.com/afshinea/stanford-cs-229-machine-learning/tree/master/en
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MyCS - Deep Learning Full Course
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https://www.youtube.com/playlist?list=PLqrmzsjOpq5jctokAY61zrLxlE6Ub4tW_
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Simon Kozlov - Deep Learning Course ru
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https://www.youtube.com/playlist?list=PL5FkQ0AF9O_pTeRf6UjyfnsRbMyema6I3
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https://habr.com/post/414165/
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CMU 11-785
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http://deeplearning.cs.cmu.edu/
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http://deeplearning.cs.cmu.edu/slides/
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VSHE - Deep Learning
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https://www.hse.ru/ba/ami/courses/205504078.html
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https://github.com/aosokin/DL_CSHSE_spring2018
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https://www.youtube.com/playlist?list=PLzY5g-rVmFayEkCcgO3_-it6HZwPZL3ld
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MFTI - Deep Learning School
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https://www.dlschool.org/
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https://vk.com/dlschlmipt
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https://github.com/DLSchool/dlschool
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https://www.youtube.com/channel/UCFTNoZYjkg-3LZTHrHfV1nQ/videos
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https://www.youtube.com/channel/UCZ-sv20iKVXtQVR4epbmz8A/playlists
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MIPT-MFTI - Deep Learning School
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https://www.youtube.com/playlist?list=PL0Ks75aof3Th2vlYGtvL92YN7S_2bux1S
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https://selfdrivingcars.mit.edu/
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https://www.youtube.com/playlist?list=PLrAXtmErZgOeiKm4sgNOknGvNjby9efdf
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Berkley - misc
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https://github.com/mlberkeley/Machine-Learning-Decal-Spring-2018
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https://www.youtube.com/channel/UCXweTmAk9K-Uo9R6SmfGtjg/playlists
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MIT 6.S191
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http://introtodeeplearning.com/
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https://www.youtube.com/playlist?list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI
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https://www.youtube.com/playlist?list=PLBAGcD3siRDhWZhNJvhhSVxm8Zppaq56G
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2017
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Jay - Deep Learning Concepts
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https://www.youtube.com/playlist?list=PLX-LrBk6h3wQKdrSyGZeN9m4I3n_bDmzg
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UPC/Barcelona TECH - DLAI
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https://telecombcn-dl.github.io/2017-dlai/
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https://www.youtube.com/playlist?list=PL-5eMc3HQTBagIUjKefjcTbnXC0wXC_vd
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Heaton - Applications of Deep Neural Networks
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https://sites.wustl.edu/jeffheaton/t81-558/
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https://github.com/jeffheaton/t81_558_deep_learning
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https://www.youtube.com/playlist?list=PLjy4p-07OYzulelvJ5KVaT2pDlxivl_BN
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NTU MiuLab
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https://www.youtube.com/channel/UCyB2RBqKbxDPGCs1PokeUiA/videos
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Choo - cs231n
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https://www.youtube.com/playlist?list=PLep-kTP3NkcNd2S-vXp3u_TXYbUIZclKl
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Bay Area School
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https://www.youtube.com/channel/UCb7PaTJYueRh6Y5rQ7h3U3w/videos
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Ivahnenko - Neural Network Theory and Deep Learning Introduction
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https://www.lektorium.tv/node/31914
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https://www.youtube.com/playlist?list=PL-_cKNuVAYAUWTBKPpWbTGmo5zadoaeCk
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Lectorium - Deep Learning Tutorial (misc)
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https://www.lektorium.tv/lecture/29462
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https://www.youtube.com/playlist?list=PL-_cKNuVAYAWicrms9VouPTD9AExGpy3F
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http://cs231n.stanford.edu/
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https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv
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http://cs231n.stanford.edu/syllabus.html
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Stanford - NLP with DL
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https://www.youtube.com/playlist?list=PL3FW7Lu3i5Jsnh1rnUwq_TcylNr7EkRe6
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Oxford - Deep Learning for NLP at Oxford with Deep Mind
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https://www.youtube.com/playlist?list=PL613dYIGMXoZBtZhbyiBqb0QtgK6oJbpm
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Data Science Courses - Ghodsi
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https://www.youtube.com/playlist?list=PLehuLRPyt1HxTolYUWeyyIoxDabDmaOSB
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MIT - Class 24 - 9.520/6.860 - Statistical Learning Theory and Applications
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http://www.mit.edu/~9.520/fall17/
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https://www.youtube.com/playlist?list=PLyGKBDfnk-iCXhuP9W-BQ9q2RkEIA5I5f
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Bronstein - Deep Learning on Graphs and Manifolds
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https://www.youtube.com/playlist?list=PLH39kM3nuavcVOUIIBraBNHjv-CwEd1uV
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CMU - DeepLearning
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https://www.youtube.com/channel/UC8hYZGEkI2dDO8scT8C5UQA/videos
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https://github.com/cmudeeplearning11785/deep-learning-tutorials
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MIT - DeepLearning
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https://www.youtube.com/channel/UCtslD4DGH6PKyG_1gFAX7sg
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http://introtodeeplearning.com/
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https://github.com/aamini/introtodeeplearning_labs
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2016
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Sozykin - Deep Neural Networks in Python
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http://www.asozykin.ru/courses/nnpython
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https://www.youtube.com/playlist?list=PLtPJ9lKvJ4oiz9aaL_xcZd-x0qd8G0VN_
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???
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https://compsciclub.ru/courses/deep-learning/2016-summer/classes/
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2015
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Oxford
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https://www.youtube.com/playlist?list=PLE6Wd9FR--EfW8dtjAuPoTuPcqmOV53Fu
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