LM-55 AIML Course
Collection of material for the course in Artificial Intelligence and Machine Learning. Lecturer: Roberto Guidotti.
M.Sc. in Computational Cognitivie Sciences LM-55 at Università “G. D’Annunzio” Chieti-Pescara (UdA)
Textbooks
Deep Learning - I. Goodfellow, Y. Bengio, A. Courville. MIT Press, 2016. Free here
Pattern Recognition and Machine Learning - C. Bishop. Springer, 2006. Free here
The Elements of Statistical Learning - T. Hastie, J. H. Friedmann, R. Tibshirani. Springer. 2009. Free here
Mathematics for Machine Learning - MP. Deisenroth, AA. Faisal, and CS Ong. Published by Cambridge University Press. (2020) Free here
Program
You can find the material of the course at the following links:
Material
Other material about machine learning will be added here