Mathematics 447:

Mathematics of Machine Learning (4.0 units)

Mathematical aspects of Machine Learning. PAC Learning, VC-dimension and complexity. Linear predictors (regression, perceptron, SVM). Convex learning and gradient descent. Neural networks and backpropagation.
SectionSessionTypeTimeDaysRegisteredInstructorLocationSyllabusInfo
39669D001Lecture2:00-2:50pmMWF40 of 46Guillermo Reyes SoutoKAP144session dates
Information accurate as of September 13, 2023 1:50 pm.