Data Transformation, Sklearn, Machine Learning, One Hot Encoding, Label Encoding.
possible values: ‘US’, ‘Asia’, and ‘Europe’. We create binary features for each of the origins, as each car is made in exactly one country, each row in the dataset will have a one in exactly one of the three columns and zeros in the other two. Notice that in this case, if a car is not from the US