Inone of my previous posts, I talked about Data Preprocessing in Data Mining & Machine Learning conceptually. This will continue on that, if you haven’t read it, read it here in order to have a proper grasp of the topics and concepts I am going to talk about in the article. Data Preprocessing refers to the steps applied to make data more suitable for data mining. The steps used for Data Preprocessing usually fall into two categories: