What is Data preprocessing: Data is growing exponentially from multiple sources in multiple formats .Real world data is too dirty(raw data)and cannot be directly fed into machine learning model as it may contain errors,incomplete,noisy and unstructured data. So,it is necessary to make the raw data understandable to machine learning model to get useful insights. Data pre-processing simply means to convert …