Mathematical methods applied in a mechanical engineering context. Matrices and the solution of systems of linear algebraic equations. Eigenvalues and eigenvectors. Behavior of vectors and tensors under rotation of coordinate system. Matrix approach to principal values and axes. Iterative solution of non-linear equations. Numerical integration and differentiation. Regression analysis. Introduction to statistics and statistical inference.
