Data Transformation, Sklearn, Machine Learning, One Hot Encoding, Label Encoding.
will create dummy variables by converting N categories into N features/columns. Considering the gender column again. If we have a male in the first row, then its value is 1. Also if we have a female in the second row then its value is 0. Whenever the category exists its value is 1 and 0 where it