Graduate Statistics Courses
Below is a list of graduate courses in statistics (STAT) that the Department offers during the current academic year.
UConn students taking statistics courses have access to a variety of statistical software through the University. Learn more on our Statistical Software page.
Academic Year 2026-2027
Statistics (STAT) Courses
5865. Deep Learning
3.00 credits
Prerequisites: STAT 5545 and STAT 5505; or instructor consent. Not open for credit to students who have passed STAT 5095 when offered as "Deep Learning."
Grading Basis: Graded
Foundations of modern deep learning including the statistical learning framework, optimization and gradient descent, and various learning algorithms such as multi-layer perceptrons, convolutional neural networks, transformers, and more.