ECE 5311 - Introduction to Machine Learning

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

Prerequisite: ECE 3331, INDE 2333, MATH 2415 and MATH 3321; all prerequisites must be completed with C- or higher.
Description
Deep Learning, Convolutional Neural Network, Auto-Encoder, Generative Adversarial Network, Recurrent Network, Dictionary Learning and Sparse Coding, Dimensionality Reduction, Ensemble Learning; Classification, Regression, Feature Selection
Repeatability: No