Murat Saraçlar (http://busim.ee.boun.edu.tr/~murat)
Instructors: Murat Saraçlar, Burak Acar
Catalog Description: This course is
designed for graduate students. The students will be
exposed to contemporary machine learning approaches as applied to
signal processing. The emphasis of the course is not only the theory
but also practical applications.
Duda, Hart, Stork, Pattern Classification, 2nd Ed., Wiley-Interscience, 2004
Hastie, Tibshirani, Friedman, The Elements of Statistical Learning, Springer, 2001.
Ethem Alpaydin, Introduction to Machine Learning, 2004.
Prerequisites by topic: Probability
Course Structure: Three lectures per week, assignments, survey, one final exam.
Assignments: problems and computer implementation, every other week (40%)
Final Exam (20%)
Prepared by: Murat Saraçlar
Last revised: 24/09/07