What are the basic mathematical concepts to master for machine learning

Question

need all the mathematical concepts

Answer 1

Linear algebra (vectors, matrices, transformations), calculus and derivative (function properties), probability (distribution, density), some statistics (mean, variance, correlation) -- should be enough for a good start :)