Data Science

All You Need to Know About Bag of Words and Word2Vec — Text Feature Extraction

Why Word2Vec is better, and why it’s not good enough

Photo by Tamara Bellis on Unsplash, edited by author

While image data is straightforward to be used by deep learning models (RGB value as the input), this is not the case for text data. Deep learning models only work on numbers, not sequences of…