Deep Learning from Scratch (EPUB)

This book will provide a solid foundation in how Deep Learning works so that no concept you learn or project you do in the field will seem daunting. It will walk you through how to implement multilayer neural networks, implementing convolutional neural networks and recurrent neural networks from scratch. Using these as building blocks, you will learn to to implement advanced architectures such as image captioning and Neural Turing Machines.