Various Course Proposals for: Mathematics with a View Towards (the Theoretical Underpinnings of) Machine Learning

In light of the growing use, acceptance of, and demand for, machine learning in many fields, notably data science, but also other fields such as finance- this both industry academics, some university departments might wish, or find themselves forced to, accord to winds change address pressing issue. The goal document is assist designing relevant courses using material at appropriate mathematical level. It protocols, sorts, evaluates, contrasts, numerous viable books for a variety possible courses. subjects span several levels different avenues in, linear algebra real analysis, with briefer discussions probability theory finance.