Businesspeople need to demand more from machine ... learning solve, and how to talk about those problems with data scientists. Linear regression and feature selection are two such foundational topics.

You must have a solid background in multivariate calculus, linear algebra, basic probability ... This course is an advanced graduate-level/seminar course on some topics in theoretical machine learning ...

The teaching and learning of linear algebra have evolved significantly over recent decades, underpinned by diverse approaches ranging from theoretical expositions to dynamic, model-based environments.