Data Transformation, Sklearn, Machine Learning, One Hot Encoding, Label Encoding.
categorical features, such as ‘red’ or ‘blue’, or ‘male’ or ‘female’. As these are not numerical values, the scikit-learn API will not accept them and you will have to preprocess these features into the correct format. Our goal is to convert these features so that they are numerical. The way we