The CIMPA research school "Partial Differential Equations in Mechanics" will focus on certain recent progress of mathematical analysis and numerical computations related to the partial differential equations namely to fluid mechanics for engineering science. Lectures aim to introduce advanced techniques for the numerical computation of solutions of several classes of PDEs. In particular finite element, finite difference and spectral methods, definition of numerical simulations for different models, comparison with the predictions of analytic results will be presented.