Technology has advanced tremendously in the last few years and is only going to continue to compound. If you’ve ever heard of Moore’s Law, this is the idea that technology’s complexity doubles every ...

This course offers an introduction to mathematical nonlinear optimization with applications in data science. The theoretical foundation and the fundamental algorithms for nonlinear optimization are ...

A thorough understanding of Linear Algebra and Vector Calculus, and strong familiarity with the Python programming language (e.g., basic data manipulation libraries, how to construct functions and ...