DSC 210. Numerical Linear Algebra (4 units)
Link to catalog page: https://catalog.ucsd.edu/courses/DSC.html#dsc210
Description
Linear algebraic systems, least squares problems and regularization, orthogonalization methods, ill-conditioned problems, eigenvalue and singular value decomposition, principal component analysis, structured matrix factorization and fast algorithms, randomized linear algebra, JL lemma, sparse approximations. Prerequisites: none. Restricted to students within the DS75 and DS76 major.
Prerequisite courses
DSC 210 has no prerequisite courses.
Successor courses
DSC 210 is a prerequisite of the following 8 courses: