STSCI 4740

Last Updated

  • Schedule of Classes - January 15, 2024 7:50PM EST
  • Course Catalog - January 15, 2024 7:28PM EST

STSCI 4740
Data Mining and Machine Learning

Course information provided by the Courses of Study 2023-2024.

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.  Choose one lecture and one project. Combined with: STSCI 5740

  • 4 Credits Stdnt Opt

  •  7561 STSCI 4740   LEC 001

    • TR Warren Hall 151
    • Aug 21 - Dec 4, 2023

    • Ning, Y

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

    Department Consent Required (Add)

  • 19190 STSCI 4740   PRJ 601

    • TBA
    • Aug 21 - Dec 4, 2023

    • Ning, Y

  • Instruction Mode: In Person

    Department Consent Required (Add)