Machine Learning, NLP, Naturallanguageprocessing, Data Science, Word Embeddings.
vector space. That’s the beauty of all of this! In this article, I’ll show two different ways of transforming words into numbers: using the TF-IDF transformation and GloVe. While TF-IDF relies on a sparse vector representation, GloVe belongs to the dense vector representations. Sparse vectors: