Interested in this course for Spring 2026? If you are a new UVM Advance/Non-Degree student, choose your course and complete the application form. If you are a current UVM student, enroll in a course through MY UVM Portal. If you have questions please chat with us or schedule a 15 or 30-minute virtual meeting with an Enrollment Coach.

CS 5540 A (CRN: 13204)

Computer Science: Advanced Machine Learning

3 Credit Hours

For crosslists see: CS 3540 A

About CS 5540 A

Provides a broad introduction to machine learning and statistical pattern recognition. Topics include: supervised learning (linear regression, logistic regression, neural networks, support vector machines, decision tree, ensemble models, random forest); unsupervised learning (clustering, dimensionality reduction, kernel methods); Also introduces deep learning such as convolutional neural networks and discusses recent applications. Credit not awarded for both CS 5540 and CS 3540. Prerequisites: Knowledge of statistics as from STAT 2510, knowledge of linear algebra as from MATH 2522 or MATH 2544; Graduate student.

Notes

Prereqs enforced by the system: STAT 2510 or STAT 5510; MATH 2522 or MATH 2544; Co-located with CS 3540; Total combined enrollment: 40

Syllabus Unavailable

Please contact the instructor for information about this course.

Important Dates

Note: These dates may not be accurate for select courses during the Summer Session.

Deadlines
Last Day to Add
Last Day to Drop
Last Day to Withdraw with 50% Refund
Last Day to Withdraw with 25% Refund
Last Day to Withdraw

Resources

There are no courses that meet this criteria.