What math classes are relevant for machine learning?

Finally, you need to have practical experience. Nothing better than connecting with a community that has the same interests as you. You can also face competitions. Most of this answer comes from a previous answers 1 and 2 that I gave to this (Brazilian) site. I must have forgotten lots of great references... Sorry about that.