Deep Learning, Naturallanguageprocessing, Embedding, Word2vec, Fasttext.
string to a nueral network we are feeding one hot encoding vector to the word2vec as the input. This vector length is equal to the size of the vocabulary (number of uniques words in the corpus) and filled with zeros except for the index that indicates the word we wish to represent, which is set to