Lecture Notes on Introduction to Machine Learning on Azure at @Udacity

The categorical data is converted in to the numerical format using ordinal encoding(ranking of categories from 0 to n-1, n is number of category) or one hot encoding(each category is column and its binary representation yes/no) to be used in machine learning models.