Collection of resources for Notre Dame CSE Machine Learning course (CSE 40625).
- Perceptron
- Logistic Regression
- Gaussian Naïve Bayes
- Single-Layer Neural Network
- Multi-Layer Neural Network
- Y. S. Abu-Mostafa, M. Magdon-Ismail, and H-T Lin. "Learning from Data." AMLBook, 2012.
- T. Hastie, R. Tibshirani, and J. Friedman. "The Elements of Statistical Learning." Springer, 2009.
- C. M. Bishop. "Pattern Recognition and Machine Learning." Springer, 2006.
- T. Mitchell. "Machine Learning." McGraw Hill, 1997.