CEA 4341 - Pattern Recognition and Machine Learning

Credit Hours: 3.0
Lecture Contact Hours: 3 Lab Contact Hours: 0

Prerequisite: INDE 2333; all prerequisites must be completed with C- or higher.
Corequisite: CEA 4355.
Description
Basic concepts of machine learning, parametric and non-parametric learning, Bayesian learning, artificial neural networks, unsupervised learning, generative models, support vector machines and subspace learning, deep learning, and emerging trends.
Repeatability: No