IEMS 301: Introduction to Statistical Learning VIEW ALL COURSE TIMES AND SESSIONS Prerequisites A prior course in statistics at the level of IEMS 304; A course in matrix analysis; Proficiency in ...

This course aims to provide an introduction to the quantitative analysis of data, blending classical statistical methods with recent advances in computational and machine learning.

This course will commence with the classical statistical methodology of linear regression as a foundation. From there, it will progress to provide an introduction to machine learning and data mining ...