This course discusses some of the central problems that arise in applications of mathematics and the development of constructive methods for the numerical solution of the problems. Topics include computing error analysis, algorithms, Gaussian elimination, Cholesky decomposition, error bounds, ill-conditioned problem, eigenvalues, Jacobi rotation and eigenvalue estimates, the power method, the OR algorithm, interpolation, and numerical integrations. This course can be replaced by taking AM321 instead.