here is a great course on machine learning at Coursera. i did about half of it before work pushed everything else off the table. if you are interested in this area this is a great introduction. you'll need calculus and some exp with differential equations probably. have fun.
https://www.coursera.org/learn/machine-learning/home/welcome
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