The math-shaped elephant in the room

If you’re in the camp of “I learned this at some point 100 years ago and can’t remember any of it”, I recommend both Khan Academy and Andrew Ng’s refreshers; both were fairly digestible, though Andrew Ng’s doesn’t cover statistics or probability.