The Mistakes I Made Learning Text Vectorization (So You Don't Have To)

So there I was, feeling pretty confident about my NLP skills. I'd read about TF-IDF, understood the theory, and was ready to crush this text classification project. Then I wrote one innocent line: python X.toarray() Memory Error. My laptop fan start...