Name: Note for Machine Learning - ML By New Swaroop
Rating: 2 (1 reviews)
Author: New Swaroop

Introduction, Neural Network Representations, Appropriate problems for learning, Perceptrons, Multilayer and Back-propagation Algorithm, Remarks on Back-propagation algorithm, Summary

Artificial Neural Networks

Bayes Theorem & Concept Learning, Maximum likelihood & Least- Squared Error Hypotheses, Maximum likelihood for Predicting Probabilities, Minimum Description Length Principle, Naive Bayes Classifier, Bayesian Belief Networks, The EM Algorithm