This class was tough.
It's a course that highly focus on mathematics. It's nice for the people who want to learn basic theory about machine learning.
There is no big course project on this course, but there are 5 small homework (small project) on each direction, which really help a lot for me to understand course materials.
Hours per week:
Advice for students:
Follow closely with instructor, and also go through the exam from CMU.