EECS 127 Convex Optimization Review
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Notes and Cheat Sheet
Review
3.5/5 in difficulty (the last half is tougher) and 4/5 in fun. Looking back, probably the most broadly useful class for future ML courses. I still refer back to the course reader quite often.
