This course cover techniques in numerical analysis such as numerical solution of linear systems, sparse matrix techniques, linear least squares, singular value decomposition, numerical computation of eigenvalues and eigenvectors, optimization techniques, interpolation and approximation of functions, solving systems of nonlinear equations, numerical handling of ordinary and partial differential equations.