| Call Number | 17990 |
|---|---|
| Points | 3 |
| Grading Mode | Standard |
| Approvals Required | None |
| Instructor | Yuan He |
| Type | LECTURE |
| Method of Instruction | On-Line Only |
| Course Description | Advanced topics in linear algebra with applications to data analysis, algorithms, dynamics and differential equations, and more. (1) General vector spaces, linear transformations, spaces isomorphisms; (2) spectral theory - normal matrices and their spectral properties, Rayleigh quotient, Courant-Fischer Theorem, Jordan forms, eigenvalue perturbations; (3) least squares problem and the Gauss-Markov Theorem; (4) singular value decomposition, its approximation properties, matrix norms, PCA and CCA. |
| Web Site | Vergil |
| Department | Video Network |
| Enrollment | 0 students (99 max) as of 12:06PM Tuesday, December 3, 2024 |
| Subject | Applied Mathematics |
| Number | E4008 |
| Section | V01 |
| Division | School of Engineering and Applied Science: Graduate |
| Open To | Columbia Video Network |
| Fee | $395 CVN Course Fee |
| Note | VIDEO NETWORK STUDENTS ONLY |
| Section key | 20251APMA4008EV01 |