Calculus, Linear Algebra, Machine Learning, Mathematics, Math For Machine Learning.
This blog post introduces calculus and linear algebra for machine learning. Linear algebra is the most fundamental topic because data in machine learning is represented using matrices and vectors. Statistics are necessary to interpret results produced by learning algorithms and to understand data