Numerical Methods in Matrix Computations by Ake Bj orck ... Johns Hopkins 2013 (third or fourth editions) Iterative Methods for Sparse Linear Systems by Yousef Saad, SIAM 2003 GvL is a classic ...

The focus will be (a) iterative solution methods for linear and non-linear equations ... to illustrate the broad applicability of numerical methods. Students will be expected to complete programming ...

This course covers nonparametric modeling of complex, nonlinear predictive relationships in data with categorical (classification) and numerical (regression) response variables. It is a follow-up ...