CPRE 5290: Data Analytics in Electrical and Computer Engineering
(Cross-listed with EE 5290).
Credits: 3. Contact Hours: Lecture 3.
Introduces a variety of data analytics techniques - particularly those relevant for electrical and computer engineers - from a foundational perspective. Topics to be covered include techniques for classification, visualization, and parameter estimation, with applications to signals, images, matrices, and graphs. Emphasis will be placed on rigorous analysis as well as principled design of such techniques. (Typically Offered: Spring)