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Re:Statistical Machine Learning, Spring 2016 by kimolas on Monday October 10, 2016 @10:01PM (#12681384)
Well, now we have 10-715 as the ML PhD-level course that corresponds to 701. https://www.cs.cmu.edu/~epxing/Class/10715/
Re:Statistical Machine Learning, Spring 2016 by bronxbomber92 on Monday October 10, 2016 @11:21PM (#12681661)
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....