Course Title
Machine and Deep Learning
Academic Level (Course Level)
UG
Term Offered (CUSTOM)
Fall
Credit Hours Min
3
Contact Hours Min
3
Billing Hours Min
3
Lecture Hours Min
3
Course Description
This course covers introductory machine learning topics including supervised and unsupervised learning, linear and logistic regression, support vector machines, neural networks (MLPs, CNNs, RNNs, GANs) and more. Coursework includes instruction and programming assignments in algorithmic implementations and high-level library usage. Students also apply machine learning techniques to a unique research project.
Grade Mode
Letter Grade
Prerequisite
Complete at least 1 of the following
Courses:
Complete at least 1 of the following
Courses:
OR one additional approved statistics course