MATH 251 - Statistical and Machine Learning 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 164 and MATH 250.
Grading: Graded

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