Deploying Supervised Machine Learning Model Using Flask and Docker

Before jumping to Supervised Machine Learning, let's understand a bit about Machine Learning. Machine Learning is an enticing field of study that leverages mathematics to solve complex real-world problems. The traditional algorithms need us to give a set of data and rules to the system and produce answers based on that. The machine learning algorithms take in data and answers and produce rules based on data and answers. The data and answers refer to the features and target of the data and the rules produced refer to the trained model.