NLP: Word Embeddings-Word2Vec and GloVE

In NLP, understanding the intricate relationships between words and context is a challenge. By harnessing the power of word embeddings, we can unlock semantic connections and enhance NLP models. This article presents an overview of the same.

It is advisable to read about Bag-ofWords and TF-IDF before going into Word Embeddings. here are the links:

NLP: Explain Bag of Words.

NLP: What is TF-IDF?

To get an OVERALL view first, you should ALSO read this: