COMP 421: Machine Learning
2009 Trimester 1
| COMP 421 |
CRN 986, 15 Points (2009 1/3) |
| Coordinator: |
Dr Marcus Frean
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| Prerequisites: |
30 pts from COMP 301-399 including COMP 307 |
| Lectures: |
Tue 2-3, Thu 1-2, Fri 3-4 timetable |
| Textbook: |
Bishop: Pattern recognition and machine learning |
| Prescription: |
This course covers a range of topics in machine learning, with a focus on inference and uncertainty. Topics include optimization, Bayesian probability theory, learning from rewards, unsupervised learning, Belief networks and particle filters. |
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