STA 307 - Data Mining and Predictive Modeling

Institution:

The College of New Jersey

Subject:

Description:

Prerequisites: (1) STA215; (2) CRI215 or CSC220 (or above); and (3) MAT 316 or one 300- level STA course. An introduction to data mining and predictive modeling. Topics include decision trees, link functions, logic regression, neural networks, TreeNet, support vector machine, text mining, association rules (market basket analysis), and link analysis.

Credits:

4.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.tcnj.edu

Phone Number:

(609) 771-1855

Regional Accreditation:

Middle States Association of Colleges and Schools

Calendar System:

Semester

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