Your machine learning models cannot train on the categorical variables so they need to be encoded into a numerical format. In this article we will discuss different encoding techniques. One Hot Encoding In this technique we replace each categorical variable with multiple dummy variables where the number of new variables depend on the cardinality of the categorical variable. The dummy variables have binary values where […]