MATH 441 - Statistical Learning II

Institution:

College of Charleston

Subject:

Math

Description:

Neural networks, nearest neighbor procedures, Vapnik Chervonenkis dimension, support vector machines, structural risk minimization induction, regularization methods and boosting and bagging in classification and regression NOTE: Please refer to the appropriate academic catalog for additional course information concerning prerequisites, co-requisites and course restrictions.

Credits:

3.00

Credit Hours:

Prerequisites:

MATH 440

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.cofc.edu

Phone Number:

(843) 953-5500

Regional Accreditation:

Southern Association of Colleges and Schools

Calendar System:

Semester

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