Here's a comparison of the courses. Both are aimed at PhD students, one for students in the Machine Learning Department and one for students in other departments (including CS).

Edit: Whoops, forgot the actual link: http://www.ml.cmu.edu/teaching/ml-course-comparison_11.2015....