We all know that calculus courses such as 18.01 and 18.02 are univariate and vector calculus, respectively. Modern applications such as machine learning require the next big step, matrix calculus.

This class revisits and generalizes calculus from the perspective of linear algebra, extending it to much more general things (e.g. the derivative of matrix functions, like a matrix inverse or ...