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82 строки
3.9 KiB
Plaintext
82 строки
3.9 KiB
Plaintext
2025
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IIBorsch - Stanford CS336 Language Modelling from Scratch RU
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https://www.youtube.com/playlist?list=PLXmxd248wv0TR9pXvQ9DiCYM8gTfVkBMa
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https://stanford-cs336.github.io/spring2025/
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IIBorsch - Stanford CS224n RU
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https://www.youtube.com/playlist?list=PLXmxd248wv0RC-YsuPDcgkcTgLyaxUOMW
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http://web.stanford.edu/class/cs224n/
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2022
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https://tutsnode.com/machine-learning-natural-language-processing-in-python-v2/
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magnet:?xt=urn:btih:5ae50a9452a7c3baecefb454ffda49f57ef79756
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!!!
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Udemy - Natural Language Processing (NLP) in Python with 8 Projects
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https://tutorialsplanet.net/natural-language-processing-nlp-in-python-with-8-projects/
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magnet:?xt=urn:btih:e2d3cfc417710b4def6154ec3c646c2d048bbafb
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! 4.72g, a lot of usual ml stuff as well
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2021
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https://ods.ai/tracks/nlp-course
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http://val.maly.hk/
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2020
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Fotolescu - NLP Projects 101
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https://www.youtube.com/playlist?list=PL7qHbYUK0G0oKwpedmafwocmnZmheyxgI
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https://gitlab.com/radufotolescu/useful/-/tree/master/kaggle/nlp-disaster-tweets
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2019
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Udemy - NLP - Natural Language Processing with Python
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https://freecoursesite.com/nlp-natural-language-processing-with-python-9/
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magnet:?xt=urn:btih:2eceb658acc4024420aebe843c6f097bb4740aec
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! 4.47g with spacy, nltk, deep learning
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Portilla - NLP – Natural Language Processing with Python
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https://gigacourse.com/4-nlp-natural-language-processing-with-python/
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CSC - Alexeev - Natural Language Processing Intro
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https://www.youtube.com/playlist?list=PLlb7e2G7aSpRTcBciP6VBJJPvdH_DXRXQ
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FastAI - NLP
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https://www.fast.ai/2019/07/08/fastai-nlp/
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https://github.com/fastai/course-nlp
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https://www.youtube.com/playlist?list=PLtmWHNX-gukKocXQOkQjuVxglSDYWsSh9
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CMU Neural Nets for NLP
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http://phontron.com/class/
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http://phontron.com/class/nn4nlp2019/
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https://www.youtube.com/playlist?list=PL8PYTP1V4I8Ajj7sY6sdtmjgkt7eo2VMs
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Sozykin
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https://www.asozykin.ru/courses/nnpython
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https://www.youtube.com/playlist?list=PLtPJ9lKvJ4ojSWFe18CSKnhmmPHHIaTx-
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2018
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MSU - Math Methods of Text Analysis
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http://machinelearning.ru/wiki/index.php?title=%D0%9C%D0%B0%D1%82%D0%B5%D0%BC%D0%B0%D1%82%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B8%D0%B5_%D0%BC%D0%B5%D1%82%D0%BE%D0%B4%D1%8B_%D0%B0%D0%BD%D0%B0%D0%BB%D0%B8%D0%B7%D0%B0_%D1%82%D0%B5%D0%BA%D1%81%D1%82%D0%BE%D0%B2_%28%D0%92%D0%9C%D0%B8%D0%9A_%D0%9C%D0%93%D0%A3%29_/_2018
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http://machinelearning.ru/wiki/index.php?title=%D0%9C%D0%B0%D1%82%D0%B5%D0%BC%D0%B0%D1%82%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B8%D0%B5_%D0%BC%D0%B5%D1%82%D0%BE%D0%B4%D1%8B_%D0%B0%D0%BD%D0%B0%D0%BB%D0%B8%D0%B7%D0%B0_%D1%82%D0%B5%D0%BA%D1%81%D1%82%D0%BE%D0%B2_%28%D0%92%D0%9C%D0%B8%D0%9A_%D0%9C%D0%93%D0%A3%29_/_2017
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TMPA - Computer Text Processing
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https://www.youtube.com/playlist?list=PL8Ql2_5rYPjiveqi6Con59HKzNnPuvDUT
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https://www.youtube.com/playlist?list=PL8Ql2_5rYPjggoBs4FtebY0Ml0ePWi7Vp
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https://speakerdeck.com/exactpro/komp-iutiernaia-obrabotka-tiekstov-5bc65162-5dfe-4765-b0a7-5ca03ca7b94b
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CMU - Neural Nets for NLP
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http://phontron.com/class/nn4nlp2018/
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https://github.com/neubig/nn4nlp-code
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https://github.com/neubig/nn4nlp-code/tree/master/data
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https://www.youtube.com/playlist?list=PL8PYTP1V4I8Ba7-rY4FoB4-jfuJ7VDKEE
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Mooney - Texas - cs388
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https://www.cs.utexas.edu/~mooney/cs388/
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Jurafsky - Stanford
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https://www.youtube.com/playlist?list=PL3FW7Lu3i5Jsnh1rnUwq_TcylNr7EkRe6
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https://web.stanford.edu/~jurafsky/slp3/
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2017
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CMU - Neural Nets for NLP
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http://phontron.com/class/nn4nlp2017/
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https://www.youtube.com/playlist?list=PL8PYTP1V4I8ABXzdqtOpB_eqBlVAz_xPT
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Smith - Washington - CSEP517
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https://courses.cs.washington.edu/courses/csep517/17sp/
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Blumson - Oxford
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http://www.cs.ox.ac.uk/teaching/courses/2016-2017/dl/
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https://github.com/oxford-cs-deepnlp-2017/lectures
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Oxford - Deep Learning for NLP with DeepMind
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https://www.youtube.com/playlist?list=PL613dYIGMXoZBtZhbyiBqb0QtgK6oJbpm
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2014
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Jurafsky, Manning - Natural Language Processing
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https://www.youtube.com/playlist?list=PL6397E4B26D00A269
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????
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http://demo.clab.cs.cmu.edu/NLP/
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