2021-2022 Undergraduate Bulletin 
    
    Dec 04, 2022  
2021-2022 Undergraduate Bulletin [Archived Bulletin]

CDS 3200 - Elements of Statistical Learning


Goals: This is a continuation course for MATH 1200, introducing techniques of statistical learning.

Content: Supervised learning, with a focus on regression and classification methods. This includes linear and nonlinear models as well as model and feature selection. Some unsupervised learning methods such as principal components and clustering are also discussed.

Prerequisites: CDS 1010 and MATH 1200 or QMBE 1310

Credits: 4