Your task is to create a machine learning model which can predict the Rating of a restaurant based on its characteristics. In below case study I will discuss the step by step approach to create a Machine Learning predictive model in such scenarios. We need your help in creating a system to predict the rating of a restaurant based on its various features. The aim is to predict how a given restaurant will fare in the future. We have historical data of more than Nine (9) Thousand restaurants