Dr. Plamen Koev
The focus of this course is on numerical linear algebra and numerical methods for solving ordinary differential equations. Topics include linear systems of equations, least square problems, eigenvalue problems, and singular value problems.
OCW has published multiple versions of this subject.
Koev, Plamen. 18.335J Introduction to Numerical Methods, Fall 2004. (MIT OpenCourseWare: Massachusetts Institute of Technology), http://ocw.mit.edu/courses/mathematics/18-335j-introduction-to-numerical-methods-fall-2004 (Accessed). License: Creative Commons BY-NC-SA