Machine Learning, NLP, Naturallanguageprocessing, Data Science, Word Embeddings.
TF-IDF TF-IDF follows a similar logic than the one-hot encoded vectors explained above. However, instead of only counting the occurence of a word in a single document it also does so in relation to the entire corpus. This allows us to detect how important a word is to a document in a corpus. What