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
39669D001Lecture2:00-2:50pmMWF38 of 40Guillermo Reyes SoutoTHH118session dates
Information accurate as of August 11, 2020 5:19 pm.
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