Python, NLP, Numpy, Scikit Learn.
is, and the number of columns are the number of words contained in the column. Conclusion This article showed how to implement text vectorization methods from scratch. It showed the implementation of one-hot-encoding, counter encoding, frequency encoding with TfIdf, and word vectors with Word2Vec.