Statistical methods in artificial intelligence (ISVI4)

University of Belgrade

ECTS: 9.0

Contents of lectures

Contents of exercises

Prerequisite

Goal

Literature

  1. T. Hastie, R. Tibshirani, and J. Friedman (2003), The Elements of Statistical Learning, Springer
  2. C.M. Bishop. Pattern Recognition and Machine Learning (2006), Springer
  3. Vapnik, Vladimir Naumovich. The Nature of Statistical Learning Theory (1998), New York, NY:Springer
  4. Vapnik, Vladimir Naumovich. Statistical Learning Theory (1998). New York, NY: Wiley
  5. R.O. Duda, P.E. Hart, and D.G. Stork, Pattern Classification (2001), Willey-Interscience

Type of examination

Methods of teaching practice

Teachers