First, please read and internalize dsacco's comment. In the meantime, the following might help. But from experience, if your math is already shaky, you would c

First, please read and internalize dsacco's comment. In the meantime, the following might help. But from experience, if your math is already shaky, you would certainly need to look for resources covering everything listed in a more in depth manner. Basic calculus refresher - http://www.stat.wisc.edu/~ifischer/calculus.pdf http://www.stat.wisc.edu/~ifischer/calculus.pdf Learning from Data - http://www.inf.ed.ac.uk/teaching/courses/fmcs1/readings/matlab-barber.pdf http://www.inf.ed.ac.uk/teaching/courses/fmcs1/readings/matl... Basic probability theory - http://homepages.inf.ed.ac.uk/sgwater/teaching/general/probability.pdf http://homepages.inf.ed.ac.uk/sgwater/teaching/general/proba... Mathematics for Machine Learning - https://pdfs.semanticscholar.org/910e/3118b50f426e5e840561e1f9f1fdd67e5724.pdf https://pdfs.semanticscholar.org/910e/3118b50f426e5e840561e1... Math for Machine Learning - https://www.umiacs.umd.edu/~hal/courses/2013S_ML/math4ml.pdf https://www.umiacs.umd.edu/~hal/courses/2013S_ML/math4ml.pdf