2024-2025 Graduate Catalog 
    
    Nov 09, 2024  
HELP
2024-2025 Graduate Catalog

COM 575 - Machine Learning and Intelligent Systems

3 credit hours
The objective of this course is to provide an introduction to the fundamental concepts, algorithms, and theories in machine learning. The course will cover perceptrons, linear models, nonlinear embedding methods, neural networks/deep learning, parametric/non-parametric methods, kernel machines, mixture models and graphical models. Various examples and applications will also be discussed.


Catalog Navigation
  Catalog Home
  President’s Message
  The University
  Graduate Policies and Procedures
  Graduate Degree Programs
  College of Arts, Sciences, and Allied Services
  Tapia College of Business
  College of Computing, Artificial Intelligence, Robotics, and Data Science
  College of Health Professions
  Courses of Instruction
  Administration and Faculty
  Directory for Correspondence
  Academic Catalogs PDF Version