Data Transformation, Sklearn, Machine Learning, One Hot Encoding, Label Encoding.
does not. Methods We can one-hot encode categorical variables in two ways. One, by using get_dummies in pandas and two, by using OneHotEncoder from sklearn [4]. In one-hot encoding, the numerical variables are replaced by binary variables. So, each of the categories is either 0 or 1. Again, take