MATH 251 - Classification

3 units
Dimensionality reduction, instance-based classification, discriminant analysis, logistic regression, support vector machine, kernel methods, ensemble learning, neural networks and deep learning, classification of nonnumeric data.

Prerequisite(s): MATH 32 and MATH 129A (each with a grade of B or better)
Pre/Corequisite(s): MATH 164, MATH 267A or CS 122 or instructor consent.
Grading: Graded

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