Several Useful Tricks in Addition to One-Hot Encoding — In machine learning, features refer to the inputs to machine learning models or numerical representations of raw data. There two main types of features in tabular data: numerical feature and categorical feature. Feature engineering is a process of extracting features from raw data and…