I really appreciate your comment. I checked with the original article. Each 50 categorical variable has 400 levels. So it is an error in the question and I have corrected. My deep appreciation to your comment. ( https://levelup.gitconnected.com/a-tutorial-to-build-from-regression-to-deep-learning-b7354240d2d5)