USC Schedule of Classes

Summer 2018

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
39437R054Lecture10:00-12:50pmMWF9 of 20Guillermo Reyes SoutoKAP138session dates
Information accurate as of February 15, 2019 2:46 pm.
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