2019 Introduction to Computational Mathematics

This is an introductory course to scientific computing, which covers basic scientific computing topics, including nonlinear equations, approximation, numerical differentiation and integration, linear systems, eigenvalues and eigenvectors, numerical optimization, and numerical differential equations. We will discuss both mathematical principles, numerical algorithms, and software development for solving realistic scientific and engineering problems. One distinguishing feature of the course is "learning-by-doing".