>>11521738If you do not understand, at the very least basic linear algebra, matrix vector multiplication, matrix matrix multiplication, scalar products and basic analysis, specifically multivariate derivatives you have absolutely no chance to ever understand machine learning.
Feed Forward Neural networks are the basis for almost anything that is going in machine learning and these subjects are absolutely essential to understand how they function and how they can be trained.