STSCI 4740

Last Updated

  • Schedule of Classes - February 7, 2022 7:27PM EST
  • Course Catalog - February 7, 2022 7:14PM EST

STSCI 4740
Data Mining and Machine Learning

Course information provided by the Courses of Study 2021-2022.

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

Distribution Category (SDS-AS)

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Syllabi: none

  •   Regular Academic Session.  Combined with: STSCI 5740

  • 4 Credits Stdnt Opt

  • 10365 STSCI 4740   LEC 001

  • Instruction Mode: In Person
    Prerequisite: CS 1112 or equivalent, MATH 2220, STSCI 3200, STSCI 3080 or MATH 4710.

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