ECE 269. Linear Algebra and Application (4 units)
Link to catalog page: https://catalog.ucsd.edu/courses/ECE.html#ece269
Description
This course will build mathematical foundations of linear algebraic techniques and justify their use in signal processing, communication, and machine learning. Topics include geometry of vector and Hilbert spaces, orthogonal projection, systems of linear equations and role of sparsity, eigenanalysis, Hermitian matrices and variational characterization, positive semidefinite matrices, singular value decomposition, and principal component analysis. Prerequisites: graduate standing.
Prerequisite courses
ECE 269 has no prerequisite courses.
Successor courses
ECE 269 is a prerequisite of the following 6 courses: