Course Information

Course Code:
Course Number:
Code Course Name Language Type
FIZ 437E Statistical Learning from Data: Application in Physics English Elective
Local Credits ECTS Theoretical Tutorial Laboratory
3 6 2 2 0
Course Prerequisites and Class Restriction
Prerequisites (MAT 102 MIN DD
or MAT 102E MIN DD
or MAT 104 MIN DD
or MAT 104E MIN DD
or MAT 188 MIN DD
or MAT 188E MIN DD)

and (BIL 100E MIN DD
or MAT 116E MIN DD
or FIZ 272E MIN DD)

Class Restriction None
Course Description
This course 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.