Before Starting any machine learning course go through following mathematics course. Also don't try to dig in single attempt. Learn basic concepts then again brush-up your mathematics skills and repeat:-

Mathematics Topics are as following:-

• Linear Algebra
• Probability
• Basic Calculus
• Maxima and minima of function