This video explains word2vec concepts and also helps implement it in gensim library of python.
Word2vec extracts features from text and assigns vector notations for each word. The word relations are preserved using this. A famous result of word2vec is King – Man + Woman = Queen .
This concept has lots other applications as well.
Gensim is a library in python which is used to create word2vec models for your corpus.
We Learn CBOW- Continuous bowl of words and Skip Gram models to get an intuition about word2vec.
Download pretrained word2vec models :
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