The M.S. programs with an option in numerical analysis or optimization provide more focused training in these directions, which can be useful for students seeking employment in certain industries. (Students intending to do research in numerical analysis or optimization would normally follow the requirements of the Ph.D. program rather than these M.S. programs.)