Top NLP Libraries in Python: NLTK, TextBlob, spaCy π
Explore key Python NLP libraries like NLTK, TextBlob, spaCy, and more, with demos on visualizers, deep learning, and BERT models.

Amitabha Dey
852 views β’ Oct 1, 2020

About this video
TIMESTAMPS
00:00 Intro
00:21 NLTK
04:42 TextBlob
09:45 spaCy
13:05 displaCy visualizer
17:38 prodigy
18:49 Deep Learning w/ Thinc & PyTorch
19:10 BERT model
19:57 Word2vec
LINKS
NLTK: https://www.nltk.org/
TextBlob: https://textblob.readthedocs.io/en/dev/
spaCy: https://spacy.io/usage/spacy-101/
displaCy Visualizer: https://spacy.io/usage/visualizers
prodigy: https://prodi.gy/docs
Thinc: https://thinc.ai/docs
PyTorch: https://pytorch.org/tutorials/beginner/deep_learning_nlp_tutorial.html
BERT: Pre-training of Deep Bidirectional Transformers for
Language Understanding: https://arxiv.org/pdf/1810.04805.pdf
Word2vec: http://jalammar.github.io/illustrated-word2vec/
OOP Concepts in Python Playlist -
https://www.youtube.com/playlist?list=PLv5h69-hQpoknc5GXiigI-bOeo-h8TeR3
Data Visualization with Python Playlist -
https://www.youtube.com/playlist?list=PLv5h69-hQpok2aP_gf0Tv53LkyOGMkSlW
Webscraping with Python Playlist -
https://www.youtube.com/playlist?list=PLv5h69-hQpokOyU3y28fybCbwLkRMWAJs
Voice-controlled program with Python Playlist -
https://www.youtube.com/playlist?list=PLv5h69-hQpom-vsTH5b_rylci7sxrnI_I
Dijkstra's Algorithm Playlist -
https://www.youtube.com/playlist?list=PLv5h69-hQpokWeMhQjIJK9fnd7NoOYDS8
Inkscape Tutorials Playlist -
https://www.youtube.com/playlist?list=PLv5h69-hQponge7wd2fNAzdNmCkZ4mfe5
My articles in Medium -
https://medium.com/@amitabhadey
My digital home -
https://amitabhadey.com/
00:00 Intro
00:21 NLTK
04:42 TextBlob
09:45 spaCy
13:05 displaCy visualizer
17:38 prodigy
18:49 Deep Learning w/ Thinc & PyTorch
19:10 BERT model
19:57 Word2vec
LINKS
NLTK: https://www.nltk.org/
TextBlob: https://textblob.readthedocs.io/en/dev/
spaCy: https://spacy.io/usage/spacy-101/
displaCy Visualizer: https://spacy.io/usage/visualizers
prodigy: https://prodi.gy/docs
Thinc: https://thinc.ai/docs
PyTorch: https://pytorch.org/tutorials/beginner/deep_learning_nlp_tutorial.html
BERT: Pre-training of Deep Bidirectional Transformers for
Language Understanding: https://arxiv.org/pdf/1810.04805.pdf
Word2vec: http://jalammar.github.io/illustrated-word2vec/
OOP Concepts in Python Playlist -
https://www.youtube.com/playlist?list=PLv5h69-hQpoknc5GXiigI-bOeo-h8TeR3
Data Visualization with Python Playlist -
https://www.youtube.com/playlist?list=PLv5h69-hQpok2aP_gf0Tv53LkyOGMkSlW
Webscraping with Python Playlist -
https://www.youtube.com/playlist?list=PLv5h69-hQpokOyU3y28fybCbwLkRMWAJs
Voice-controlled program with Python Playlist -
https://www.youtube.com/playlist?list=PLv5h69-hQpom-vsTH5b_rylci7sxrnI_I
Dijkstra's Algorithm Playlist -
https://www.youtube.com/playlist?list=PLv5h69-hQpokWeMhQjIJK9fnd7NoOYDS8
Inkscape Tutorials Playlist -
https://www.youtube.com/playlist?list=PLv5h69-hQponge7wd2fNAzdNmCkZ4mfe5
My articles in Medium -
https://medium.com/@amitabhadey
My digital home -
https://amitabhadey.com/
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Video Information
Views
852
Likes
17
Duration
22:01
Published
Oct 1, 2020
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