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Class Dates
01/16/2024 to 05/03/2024
Units
3.0
Delivered By
Online Asynchronous
Instructor(s)
William Hsu
(bhsu@ksu.edu)
Meeting Times
Meets by Appt
Meeting Location
Distance Education

Machine Learning and Pattern Recognition

CIS 732 - Class Number: 13908

Description:

Theory and methodology of inductive learning, including decision trees, artificial neural networks, probabilistic and instance-based learning, and inductive logic programming; unsupervised and reinforcement learning, bagging and boosting; genetic algorithms and genetic programming; and applications to data mining.

  • The textbook will be: https://probml.github.io/pml-book/book1.html

Permissions:

  • Instructor William Hsu's permission is required after 01/23/2024.

Student Requirements:

  • Internet access

Prerequisites:

  • CIS 501, Software Architecture and Design or CIS 575, Introduction to Algorithm Analysis

Enrollment Dates
10/23/2023 to 01/16/2024
Enrollment Limit
25

Credit/Tuition Options

Credit Option Hours

Enrollments received on or after the first day of class may be assessed a $65 special handling fee.


Courses in Kansas State University’s new tuition and fees structure charge by program type — campus-based or online — versus by individual course delivery format. Tuition and fees rates are available at k-state.edu/costs.