Instructor: Prof. Olga Vitek Email: o.vitek@neu.edu Office hours: After each class, or by appointment. Phone: (617) 373-6305 Mailbox: WVH 202
Teaching assistants: Mr. Tyler Tuan, Email: nguyen.tua@husky.neu.edu, Office hours: Mondays 4-5pm, 132H Nightingale Hall Mr. Nalin Gupta, Email: gupta.nal@husky.neu.edu, Office hours: Thursdays 3-4pm, 304 Kariotis Hall .
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.