FIZ 437E - Statistical Learning from Data: Applications in Physics

Course Objectives

Statistical Learning from Data: Applications in Physics

Course Description

This lecture is an attempt to bring together many of the important new ideas in learning, and explain them in a statistical framework. While some physics/mathematical/computing details are needed, I emphasize the methods and their conceptual underpinnings rather than their theoretical properties. As a result, the lecture is dedicated not just to physicist but also to researchers and practitioners in a wide variety of engineering fields.