Data Transformation, Sklearn, Machine Learning, One Hot Encoding, Label Encoding.
numbers, so it’s necessary we encode these categorical variables into numbers. One of the major pains in such situations is working with categorical data. This is because most of the machine learning algorithms cannot work with categorical data directly. They need to be converted to numerical data.