An Introduction to Scientific Computing with MATLAB® and Python Tutorials | Mathematics

Product Description

This textbook is written for the first introductory course on scientific computing. It covers elementary numerical methods for linear systems root finding interpolation numerical integration numerical differentiation least squares problems initial value problems and boundary value problems. It includes short Matlab and Python tutorials to quickly get students started on programming. It makes the connection between elementary numerical methods with advanced topics such as machine learning and parallel computing. This textbook gives a comprehensive and in-depth treatment of elementary numerical methods. It balances the development implementation analysis and application of a fundamental numer…