Word2Vec (tutorial)

In this video, we'll use a Game of Thrones dataset to create word vectors. Then we'll map these word vectors out on a graph and use them to tell us related words that we input. We'll learn how to process a dataset from scratch, go over the word vectorization process, and visualization techniques all in one session.

Code for this video:
https://github.com/llSourcell/word_vectors_game_of_thrones-LIVE

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More learning resources:
https://www.tensorflow.org/tutorials/word2vec/
https://radimrehurek.com/gensim/models/word2vec.html
https://www.kaggle.com/c/word2vec-nlp-tutorial/details/part-1-for-beginners-bag-of-words
http://sebastianruder.com/word-embeddings-1/
http://natureofcode.com/book/chapter-1-vectors/

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Видео Word2Vec (tutorial) канала Siraj Raval