STSCI 5740

Last Updated

  • Schedule of Classes - August 2, 2023 12:50PM EDT
  • Course Catalog - April 3, 2023 12:59PM EDT

STSCI 5740
Data Mining and Machine Learning

Course information provided by the Courses of Study 2022-2023. Courses of Study 2022-2023 is scheduled to publish mid-June.

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.

View Enrollment Information

Syllabi: none

  •   Regular Academic Session.  Combined with: STSCI 4740

  • 4 Credits Stdnt Opt

  • 10212 STSCI 5740   LEC 001

    • TR
    • Aug 22 - Dec 5, 2022

    • Ning, Y

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

    Instructor Consent Required (Add)