An Intuitive Introduction to Text Representation in NLP — Chances are you work with data to build Machine Learning models that solve a particular task like predicting whether a customer will churn or estimating stock prices. In all these examples, data usually contains numerical features and if any features are represented in text format (such as categorical features), various…