Neural Networks and Deep Learning

Catalog description

History of neural networks, neural network basics, machine learning with shallow neural networks, training deep neural networks, teaching deep learner to generalize, radial basis function networks, restricted Boltzmann machine, recurrent neural networks, convolutional neural networks, deep reinforcement learning, advanced topics in deep learning, neural network platforms.