STSCI 4740

Last Updated

  • Schedule of Classes - February 6, 2017 7:14PM EST
  • Course Catalog - February 6, 2017 7:15PM EST

STSCI 4740
Data Mining and Machine Learning

Course information provided by the Courses of Study 2016-2017.

We start off with a detailed refresher for Linear Regression. We then turn to popular methods for classification including Logistic Regression and Discriminant Analysis. Finally, we consider more advanced topics which may include - depending on the audience - Resampling Methods, Tree-based Methods, or Support Vector Machines. The statistics software R is introduced and used for applications.

When Offered Fall.

Prerequisites/Corequisites Prerequisites: CS 1112 or equivalent, MATH 2220, STSCI 3200, STSCI 3080 or MATH 4710.

View Enrollment Information

Syllabi: none

  •   Regular Academic Session. 

  • 4 Credits Graded

  • 12440 STSCI 4740   LEC 001

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  • Prerequisite: CS 1112 or equivalent, MATH 2220, STSCI 3200, STSCI 3080 or MATH 4710.