References
Further reading
- T. Poggio and S. Smale, Mathematics of Learning: Dealing with Data, Notices of the AMS, 2003.
- P. Domingos, A few useful things to know about Machine Learning, Comm. ACM, 55 (10), 2012.
Related courses
- BMM SS 2015 - Videos of the ML class in BMM summer course 2015.
- MLCC - ML crash course (10 lectures).
- ISML2, Unige - Undergraduate intro to ML (term-long).
- RegML 2016 - Advanced ML course (20 lectures).
- MIT 9.520 - Statistical Learning Theory and Applications, Fall 2015 (term-long).