University of Washington - Applied Mathematics Collection ( viedo lectures )

Features:

Scientific Computing - AMATH 581 | 30 Lecture, 50 minutes/lecture
Project-oriented computational approach to solving problems arising in the physical/engineering sciences, finance/economics, medical, social and biological sciences. Problems requiring use of advanced MATLAB routines and toolboxes. Covers graphical techniques for data presentation and communication of scientific results.

Vector Calculus and Complex Variables - AMATH 501 | 38 Lecture, 50 minutes/lecture
Emphasis on acquisition of solution techniques; ideas illustrated with specific example problems arising in science and engineering. Applications of vector differential calculus, complex variables. Line-surface integrals; integral theorems; Taylor and Laurent series, contour integration.

Applied Linear Algebra & Introductory Numerical Methods - AMATH 584 | 30 Lecture, 50 minutes/lecture
Numerical methods for solving linear systems of equations, linear least squares problems, matrix eigen value problems, nonlinear systems of equations, interpolation, quadrature, and initial value ordinary differential equations.