All you need to know about the word2vec vectorisation

Converting any form of data into numerical data has been an all time. In NLP alone there has been extensive research in the field of vectorising the natural language into numerical data. In this series of complete NLP blog series, let's do a deep dive into word2vec models and their variants. In 2013, Google introduced word2vec model that took the NLP world for a storm . Unlike the TF-IDF and Bag of words model, the most important aspect of word2vec model was, for the first time, vectorising a word considered the semantic outlook .