Tutorial

UFLDL Tutorial: Deepa Learning Tutorial DeepLearning 0.1 documentation DeepLearning 0.1 : Contents Artificial neural network Types of artificial neural network Deep learning Multilayer perceptrons Sigmoid function Generalised logistic function Logistic regression Softmax function Multiple kernel learning Sparse matrix Rectifier (Neural Network) Generalized additive model Additive Model Backfitting algorithm A Complete Tutorial on Tree Based Modeling … Read more

Tutorial: Gaussian process models for machine learning-Ed Snelson  Tutorial on Gaussian Processes and the Gaussian Process Latent Variable Model – Andreas Damianou Perceptrons and Neural Networks  

A Tutorial on Deep Learning Part 1: Nonlinear Classifiers and The Backpropagation Algorithm A Tutorial on Deep Learning Part 2: Autoencoders, Convolutional Neural Networks and Recurrent Neural Networks