Видеокурсы по Natural Language Processing (NLP) на английском языке

[Udemy][lazy programmer inc.] Machine Learning: Natural Language Processing in Python (V2) [ENG, 2022]

// Автор обещает предоставить colab’ы тем кто купил на udemy его курс и сделал запрос на его сайте + какие-то доп. ограничения. https://github.com/lazyprogrammer/machine_learning_examples

TF-IDF (Term Frequency, Inverse Document Frequency)

[Udemy][lazy programmer inc.] Natural Language Processing with Deep Learning in Python [ENG, 2022]

Оригинал слишком старый.

[LiveLessons] Natural Language Processing LiveLessons, 2nd Edition [ENG, 2021]

[LiveLessons] Deep Learning for Natural Language Processing, 2nd Edition [ENG, 2020]

https://www.informit.com/store/deep-learning-for-natural-language-processing-livelessons-9780136620044

Сайт автора:
https://www.jonkrohn.com/resources/

https://github.com/jonkrohn/DLTFpT

Pre-trained word vectors

https://github.com/Kyubyong/wordvectors

https://nlp.stanford.edu/projects/glove/

https://fasttext.cc/

https://blog.keras.io/using-pre-trained-word-embeddings-in-a-keras-model.html

NLP Datasets

https://drive.google.com/drive/u/0/folders/0Bz8a_Dbh9Qhbfll6bVpmNUtUcFdjYmF2SEpmZUZUcVNiMUw1TWN6RDV3a0JHT3kxLVhVR2M

[Jose Portilla] Natural Language Processing with Python [ENG]

https://www.udemy.com/course/nlp-natural-language-processing-with-python/

[YouTube] Natural Language Processing (NLP) [ENG]

https://www.youtube.com/watch?v=z6viESbVsa0