2020-2022 Undergraduate and Graduate Bulletin (with addenda) 
    
    Dec 09, 2024  
2020-2022 Undergraduate and Graduate Bulletin (with addenda) [ARCHIVED CATALOG]

ECE-UY 4563 Introduction to Machine Learning

3 Credits
This course provides a hands on approach to machine learning and statistical pattern recognition. The course describes fundamental algorithms for linear regression, classification, model selection, support vector machines, neural networks, dimensionality reduction and clustering. The course includes computer exercises on real and synthetic data using current software tools. A number of applications are demonstrated on audio and image processing, text classification, and more. Students should have competency in computer programming.

Prerequisite(s): ECE-UY 2233 , MA-UY 2233 , MA-UY 3012 , MA-UY 2224  or MA-UY 2222  
Weekly Lecture Hours: 3