USC Schedule of Classes

Fall 2020

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.
39676D060Lecture2:00-2:50pmMWF30 of 40Guillermo Reyes SoutoONLINEsession dates
Information accurate as of March 15, 2021 8:10 am.
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