MATH 440 - Statistical Learning I

Institution:

College of Charleston

Subject:

Math

Description:

This course provides an introduction to various approaches to statistical learning including empirical processes, classification and clustering, nonparametric density estimation and regression, model selection and adaptive procedures, bootstrapping and cross-validation. 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 203 AND MATH 220 AND MATH 350

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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