1. komponenta

Lecture type	Total
Lectures	45

* Load is given in academic hour (1 academic hour = 45 minutes)

1. Understanding machine learning, S. Ben-David, S. Shalew-Shwartz, Cambridge University Press, Cambridge, 2014.
2. Statistical learning theory, V. N. Vapnik, John Wiley & Sons, Inc., New York, 1998.
3. Foundations of Machine Learning, M. Mohri, A. Rostamizadeh, A. Tlwalkar, The MIT Press, Cambridge MA, 2018.
4. The elements of statistical learning, T. Hastie, R. Tibshirani, J. Friedman, Springe-Verlagr, New York, 2009.
5. The nature of statistical learning theory, V. N. Vapnik, Springer-Verlag, New York, 2000.
6. Neural Network Learning: Theoretical Foundations, M. Anthony, P. L. Bartlett, Cambridge University Press, Cambridge, 1999.

Izborni predmet 1, 2 - Regular study - Computer Science and Mathematics

Izborni predmet 1, 2 - Regular study - Computer Science and Mathematics

Izborni predmet 3, 4, 5, 6 - Regular study - Computer Science and Mathematics

Izborni predmet 3, 4, 5, 6 - Regular study - Computer Science and Mathematics