Mathematics for Machine Learning

Some of the main topics needed in machine learning are related to single variable calculus, linear algebra, multivariable calculus, multivariable optimization, probability and statistics and analytic geometry.

Mathematics for Machine Learning


Linear Algebra


Single and Multivariable Calculus


Statistics


Machine Learning