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Re:Basics of Machine Learning by peanut_merchant on Sunday May 18, 2014 @04:23PM (#7764273)
I did the course several years ago when I studied there. He is excellent. Also recommend his text technologies course (lecture notes but no videos here) : http://www.inf.ed.ac.uk/teaching/courses/tts/

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