ECE283
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ECE 283 - MACHINE LEARNING: A SIGNAL PROCESSING PERSPECTIVE
Electrical and Computer Engineering
College of Engineering
Full Course Title
MACHINE LEARNING: A SIGNAL PROCESSING PERSPECTIVE
Instructor Name(s)
MADHOW
Course Description
Machine learning algorithms from a signal processing viewpoint; unsupervised learning (K-means, deterministic annealing, EM algorithm); supervised learning (Support Vector Machines, neural networks); regression; Bayesian inference and tracking using Markov chain Monte Carlo and sequential Monte Carlo (particle filter) techniques.
Unit Value
4