Top NLP Libraries in Python: NLTK, TextBlob, spaCy πŸ“š

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

Top NLP Libraries in Python: NLTK, TextBlob, spaCy πŸ“š
Amitabha Dey
852 views β€’ Oct 1, 2020
Top NLP Libraries in Python: NLTK, TextBlob, spaCy πŸ“š

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/


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Video Information

Views

852

Likes

17

Duration

22:01

Published

Oct 1, 2020

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