Norms of vectors and matrices, liner systems: direct and iterative schemes, ill conditioning and convergence analysis; Numerical Schemes for non-linear systems, Regression, Numerical solution of differential equations: Single step and multi-step methods, order, consistency, stability and convergence analysis, stiff equtations, two point boundary value problems: Shooting and finite difference methods.