Dear all,
Hope you are all having a great summer.
I would like to let you know about a senior level course to be offered in the
fall term: ECE499/CS499 Statistical Signal Processing (MW10:00-11:50am). In this
course, I will teach fundamentals of statistical methods that are essential for EECS students (detection, estimation, and machine learning).
This course is targeted for two groups of students: (i) Engineering students interested in learning about statistical inference methods (including machine
learning) and how they are applied to solve various problems, and (ii) Computer Science students (interested in machine learning) who want to learn about the classical theory of statistical inference and the statistical perspective of machine learning (note
that ML is essentially about making a statistical inference).
The prerequisites include basic background in probability (ECE 353 or ST314) and familiarity with Python or MATLAB. The knowledge of signals or systems
is not required at all.
Please see
the attached flyer for the detailed information. Please feel free to reach out to me (jinsub.kim@oregonstate.edu) if you have any questions.
Best,
Jinsub Kim