Pattern Recognition
Lecturer: Jim Z. C. Lai (賴榮滄)
Email: zclai@mail.ntou.edu.tw
Course ID: M5701P7D
Credits: 3
Course Prerequisites: None
Course Description and Goals:
The objective of this course is to teach students to know various techniques used for pattern recognition and data clustering.
Schedule Type: Lecture notes
Course Schedule (subject to change):
1. Introduction (1 week)
2. Classifiers based on Bayes decision theory (2 weeks)
3. Linear classifiers (2 weeks)
4. Nonlinear classifiers (3 weeks)
5. Clustering (3 weeks)
6. Various clustering algorithms (3 weeks),
7. Midterm Exam.(1 week)
8. Final ExaM. (1 week)