for Machine Learning — Data preprocessing constitutes cleaning, sampling, analyzing, transforming, and encoding data so that it can be easily interpretable to provide insights or can be fed into a machine learning model. Data is the new oil. It is crucial to have data in an interpretable form. In this article, I will discuss…