Skip-Gram Neural Network from scratch

Deep dive in non-contextual NLP with Skip-Gram and CBOW

The field of natural language processing is challenging for several reasons, but the main and most trivial one is that of handling data that is not numerical, but text.

Therefore, there is a need for a transformation from text to numerical values that can preserve the meaning of the word as much as possible, without losing whatever the word evokes in the human mind.

This …

data science deep learning machine learning naturallanguageprocessing network neural network nlp