Course Code & Number
CS 542
Course Title
Machine Learning
Level
MS
Credit Hours/ ECTS Credits
(3+0+0) 3 TEDU Credits, 7.5 ECTS Credits
Pre-requisite / Co-requisite::
Pre-requisites: NONE
Co-requisites: NONE
Catalog Description
Supervised learning; unsupervised learning; reinforcement learning; regression; learning theory; Bayes Nets; neural networks; support vector machines; nearest neighbors; bias-variance tradeoff; validation; kernel methods; VC dimension; PAC learning. Research projects employing machine learning methods to real world applications.