S 475 - Statistical Learning and High-Dimensional Data Analysis

Institution:

Indiana University-Bloomington

Subject:

Description:

P: S440 or consent of instructor. Data-analytic methods for exploring the structure of high-dimensional data. Graphical methods, linear and nonlinear dimension reduction techniques, manifold learning. Supervised, semi-supervised, and unsupervised learning.

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.iub.edu

Phone Number:

(812) 855-4848

Regional Accreditation:

North Central Association of Colleges and Schools

Calendar System:

Semester

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