Introduction to Scientific Computing and Data Analysis

MATLAB codes used for all of the numerical methods are available from author's website.
Extensive coverage of optimization methods including regression, both principal and independent component analysis, and variational calculus.
Directed towards problem solving that incorporates the mathematical foundations of the subject.

Main Discipline: Mathematics