Instructor: Prof. Olga Vitek Email: o.vitek@neu.edu Office hours: WVH 310F, Tuesdays 11:30am-12:30am, or by appointment. Phone: (617) 373-6305 Mailbox: WVH 202
Teaching assistants: Mr. Tyler Tuan, Email: nguyen.tua@husky.neu.edu, Office hours: Wednesday 3pm, WVH310C Mr. Kaushal Paneri, Email: paneri.k@husky.neu.edu, Office hours: Mondays 4pm, Nightingale Hall 132I.
Course policies and administration: Syllabus. Piazza, Blackboard. Academic integrity policy is strictly enforced.
(JW) An Introduction to Statistical Learning. G. James, D. Witten, T. Hastie, R. Tibshirani, Springer 2013. (HT) Elements of Statistical Learning. T. Hastie, R. Tibshirani and J. Friedman, Springer, 2009. (CB) Pattern Recognition and Machine Learning. C. M. Bishop, Springer 2006.
(Murphy) Machine Learning: A Probabilistic Perspective. Kevin P. Murphy, MIT Press 2012. (Duda) Pattern Classification, 2nd Edition. R. O. Duda, P. E. Hart, D. Stork, Wiley and Sons, 2001. (Mitchell) Machine Learning. T. Mitchell, McGraw-Hill, 1997.