| Call Number | 18077 |
|---|---|
| Points | 3 |
| Grading Mode | Standard |
| Approvals Required | None |
| Instructor | Nakul Verma |
| Type | LECTURE |
| Method of Instruction | On-Line Only |
| Course Description | Topics from generative and discriminative machine learning including least squares methods, support vector machines, kernel methods, neural networks, Gaussian distributions, linear classification, linear regression, maximum likelihood, exponential family distributions, Bayesian networks, Bayesian inference, mixture models, the EM algorithm, graphical models and hidden Markov models. Algorithms implemented in MATLAB. |
| Web Site | Vergil |
| Department | Video Network |
| Enrollment | 0 students (99 max) as of 4:05PM Saturday, December 21, 2024 |
| Subject | Computer Science |
| Number | W4771 |
| Section | V01 |
| Division | Interfaculty |
| Open To | Columbia Video Network |
| Fee | $395 CVN Course Fee |
| Note | VIDEO NETWORK STUDENTS ONLY |
| Section key | 20251COMS4771WV01 |