Data Transformation, Sklearn, Machine Learning, One Hot Encoding, Label Encoding.
establish a relationship between a categorical column and the target column. For example, if we want to predict the salary of an employee, it would depend on different features, and education level would be one of those features. Now, logically the one with a Ph.D. will have a better salary than