Title Page Copyright and Credits Deep Learning with R Cookbook Dedication About Packt Why subscribe? Foreword Contributors About the authors About the reviewer Packt is searching for authors like you Preface Who this book is for What this book covers To get the most out of this book Download the example code files Download the color images Conventions used Sections Getting ready How to do it… How it works… There's more… See also Get in touch Reviews Understanding Neural Networks and Deep Neural Networks Setting up the environment Getting ready  How to do it... How it works... There's more... See also Implementing neural networks with Keras Sequential API Getting ready How to do it... How it works... There's more... See also Functional API How to do it... How it works... There's more... TensorFlow Estimator API Getting ready How to do it... How it works... There's more... See also TensorFlow Core API Getting ready How to do it... How it works... Implementing a single-layer neural network Getting ready How to do it... How it works... There's more... See also Training your first deep neural network Getting ready How to do it... How it works... There's more... See also Working with Convolutional Neural Networks Introduction to convolutional operations Getting ready How to do it... How it works... There's more... See also Understanding strides and padding How to do it... How it works... Getting familiar with pooling layers Getting ready How to do it... How it works... There's more... See also Implementing transfer learning Getting ready How to do it... How it works... There's more... See also Recurrent Neural Networks in Action Sentiment classification using RNNs Getting ready How to do it... How it works... There's more... See also Text generation using LSTMs Getting ready How to do it... How it works... There's more... See also Time series forecasting using GRUs Getting ready How to do it... How it works... There's more... See also Implementing bidirectional recurrent neural networks How to do it... How it works... There's more... Implementing Autoencoders with Keras Implementing vanilla autoencoders Getting ready How to do it... How it works... There's more... Dimensionality reduction using autoencoders Getting ready How to do it... How it works... There's more... Denoising autoencoders Getting ready How to do it... How it works... There's more... See also Changing black and white into color Getting ready How to do it... How it works... See also Deep Generative Models Generating images with GANs Getting ready How to do it... How it works... There's more... See also Implementing DCGANs Getting ready How to do it... How it works... There's more... See also Implementing variational autoencoders Getting ready How to do it... How it works... See also Handling Big Data Using Large-Scale Deep Learning Deep learning on Amazon Web Services Getting ready How to do it... How it works... Deep learning on Microsoft Azure Getting ready How to do it... How it works... There's more... See also Deep learning on Google Cloud Platform Getting ready How to do it... How it works... There's more... Accelerating with MXNet Getting ready How to do it... How it works... There's more... Implementing a deep neural network using MXNet  Getting ready How to do it... How it works... Forecasting with MXNet Getting ready How to do it... How it works... Working with Text and Audio for NLP Neural machine translation Getting ready How to do it... How it works... There's more... See also Summarizing text using deep learning Getting ready How to do it... How it works... There's more... See also Speech recognition Getting ready How to do it... How it works... There's more... Deep Learning for Computer Vision Object localization Getting ready How to do it... How it works... There's more... See also Face recognition Getting ready How to do it... How it works... There's more... See also Implementing Reinforcement Learning Model-based RL using MDPtoolbox Getting ready How to do it... How it works... There's more... Model-free RL Getting ready How to do it... How it works... See also Cliff walking using RL Getting ready How to do it... How it works... There's more... Other Books You May Enjoy Leave a review - let other readers know what you think