COGS566 PROBABILISTIC MODELS OF COGNITION
| Course Code: |
9020566 |
| METU Credit (Theoretical-Laboratory hours/week): |
3(0-0) |
| ECTS Credit: |
8.0 |
| Department: |
Cognitive Sciences |
| Language of Instruction: |
English |
| Level of Study: |
Graduate |
| Course Coordinator: |
|
| Offered Semester: |
Fall Semesters. |
Course Content
Bayesian inference and conditioning; probabilistic programming languages; generative models; conditional dependence; object oriented probabilistic models; Bayesian data analysis; inference algorithms; learning as conditional inference; hierarchical models; Occams razor; mixture models
