ECE 551,
Matrix Methods for Signal Processing, Data Analysis and Machine Learning,
F25,
Prof. Jeff Fessler
This is the same as the class formerly known as EECS 551.
Circa 2024,
many "EECS" classes were relabeled as ECE or CSE
to free up more course numbers.
Tue. Thu. 9:00-10:20AM, in
GGBL 1571
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
ebook at UM library
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