MATH 447
Mathematics of Machine Learning
University of Southern California · UGRD · Fall 2026
1 sectionNo open sections · 1 checked
Catalog description
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.
Sections
Current meeting, instructor, credit, and enrollment details
C
FullSeats: 30/30 seats Last recorded: Aug 8, 2026, 10:16 PMClass #39676Fall 2026UGRD4.0 credits
0 available30 enrolled30 capacity
- Days & times
- MWF 14:00-14:50
- Meeting dates
- —
- Location
- —
- Instructor
- Guillermo Reyes Souto
Details checked 7 hours agoSeats checked 7 hours ago
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