ECE 551, Matrix Methods for Signal Processing, Data Analysis and Machine Learning, F??, Prof. Jeff Fessler

This is the same as the class formerly known as EECS 551. Circa 2024, many "EECS" classes have been relabeled as ECE or CSE to free up more course numbers.

I will not be teaching ECE 551 in F24 due to my duties as interim chair of ECE. Dr. Rodrigo Lobos will be teaching it instead.

Recommended book from Cambridge University Press

Linear Algebra for Data Science, Machine Learning, and Signal Processing
by Jeffrey A. Fessler and Raj Rao Nadakuditi

Accompanying software demos at https://github.com/JeffFessler/book-la-demo
Table of contents and chapter abstracts here.

See https://www.cambridge.org/highereducation/isbn/9781009418140 for adoption information.
See preview at google books


Right now this is all under construction. If you are shopping for classes, you can look here to get an idea of what will be covered, but the policies etc. are NOT final.

Links (Access from .umich.edu domain required in some cases)
Back to Fessler course pages