Ebook: Neural networks and deep learning: a textbook

Introduction to Neural Networks -- 2 Machine Learning with Shallow Neural Networks -- Training Deep Neural Networks -- Teaching Deep Learners to Generalize -- Radical Basis Function Networks -- Restricted Boltzmann Machines -- Recurrent Neural Networks -- Convolutional Neural Networks -- Deep Reinforcement Learning -- Advanced Topics in Deep Learning.