Math-for-MachineLearning
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Stanford's probability and statistics course
This course is self-paced: there are no due dates, and you are welcome to work through as much or as little of the material as is appropriate for you
Link : https://lagunita.stanford.edu/courses/course-v1:OLI+ProbStat+Open_Jan2017/info
Course review: This is an excellent course for beginners. Programming exercises in R. No video lectures.
Course no longer available... I wish they didn't close the course, I'd love to learn