CSE 6363 - Machine Learning

Description

This is the course page for CSE 6363 - Machine Learning in Spring 2025. Here you’ll find class notes and other helpful resources. All assignments and announcements will be posted on Canvas.

Instructor Office Hours

Days Time Location
MoWe 1PM - 2PM ERB 556A
TuTh 3PM - 4PM ERB 556A
Fri 9AM - 10AM Teams

Teaching Assistant

  • Mengliang Zhang (mxz3935 (at) mavs (dot) uta (dot) edu)
Office Hours

Please contact Mengliang via email or Teams to schedule an appointment.

Days Time Location
Thu 2PM - 6PM SEIR 428

Course Materials

Books

Papers

Resources

Schedule

This schedule is tentative and may change.

Date Topic Materials
June 2 Course Introduction, Supervised Learning
June 4 Supervised Learning, Logistic Regression, HW1 Out
June 9 Review of Probability Theory, Linear Discriminant Analysis
June 11 Naive Bayes, Kernels
June 16 Kernels
June 18 Support Vector Machine, Neural Networks
June 23 Backpropagation, Bias-Variance Tradeoff
June 25 Decision Trees
June 30 Boosting
July 2 Deep Learning