User:BCarroll92/Books/MU-CS401

MU-CS401

 * Perceptrons
 * Perceptron
 * Multilayer perceptron
 * Backpropagation


 * Support Vector Machines
 * Support vector machine


 * Probablistic Learning
 * Mixture model
 * Bayes' theorem
 * Hidden Markov model
 * Bayesian network


 * Clustering
 * K-means clustering


 * Matrices
 * Independent component analysis
 * Non-negative matrix factorization


 * Machine Learning Optimisation
 * Reinforcement learning
 * Boosting (machine learning)
 * Q-learning
 * AdaBoost