Statistical Machine Learning, Spring 2016

Re:Statistical Machine Learning, Spring 2016 by gavman on Monday October 10, 2016 @07:29PM (#12680625)

Recent CMU alum here ('15). 10-701/702 are the intense higher level courses meant for ML PhD students. If you want something a little less mathematically rigorous and a little more application focused, consider the masters version of the course, 10-601. All if its material is available here online as well [1]. That said, if you are willing to put in the effort and have the mathematical background to tackle 701/702, you definitely won't leave disappointed.

[1] http://www.cs.cmu.edu/~roni/10601/

[ Parent | on HN ]

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/

[ Parent | on HN ]

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....

[ Parent | on HN ]

Re:Statistical Machine Learning, Spring 2016 by 1_listerine_pls on Tuesday October 11, 2016 @11:50PM (#12690326)

Have you taken a look at Caltech's learning from data ? do you know how it compares to this one?

[ Parent | on HN ]

Re:Statistical Machine Learning, Spring 2016 by 1_listerine_pls on Monday October 10, 2016 @08:04PM (#12680861)

What about the lectures?

[ Parent | on HN ]

Re:Statistical Machine Learning, Spring 2016 by FT_intern on Monday October 10, 2016 @08:28PM (#12681002)

http://www.cs.cmu.edu/~ninamf/courses/601sp15/lectures.shtml

[ Parent | on HN ]