Undergraduate Course Directory

Course Search

To filter and search by keywords in course titles, see the Course Search.

Courses by Subject Area

Click on the links below for a list of courses in that subject area. You may then click “View Classes” to see scheduled classes for individual courses.

4255. Introduction to Statistical Learning

3.00 credits

Prerequisites: STAT 3115Q or 3215Q or instructor consent. Recommended preparation: Background in computer programming is preferred, but not required.

Grading Basis: Graded

Modern statistical learning methods arising frequently in data science and machine learning with real-world applications: linear and logistic regression, generalized additive models, decision trees, boosting, support vector machines, and neural networks (deep learning).

Last Refreshed: 27-FEB-24 AM
To view current class enrollment click the refresh icon next to the enrollment numbers.
Term Campus Instruction Mode Instructor Section Session Schedule Location Enrollment Notes
Fall 2024 Storrs In Person Gu, Yuwen 001 Reg TuTh 11:00am‑12:15pm
AUST 163 0/40