Jan 11, 2026  
2025-2026 Undergraduate Catalog 
    
2025-2026 Undergraduate Catalog
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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



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