Logo

Neural Networks and Deep Learning

Small book cover: Neural Networks and Deep Learning

Neural Networks and Deep Learning
by


Number of pages: 235

Description:
Neural networks and deep learning currently provide the best solutions to many problems in image recognition, speech recognition, and natural language processing. This book will teach you the core concepts behind neural networks and deep learning.

Home page url

Download or read it online for free here:
Read online
(online html)

Similar books

Book cover: Deep Learning TutorialDeep Learning Tutorial
by - University of Montreal
This book will introduce you to some of the most important deep learning algorithms and show you how to run them using Theano. Theano is a python library that makes writing deep learning models easy, and gives the option of training them on a GPU.
(7869 views)
Book cover: Deep LearningDeep Learning
by - MIT Press
This book can be useful for the university students learning about machine learning and the practitioners of machine learning, artificial intelligence, data-mining and data science aiming to better understand and take advantage of deep learning.
(16472 views)
Book cover: Deep Learning: Technical IntroductionDeep Learning: Technical Introduction
by - arXiv.org
This note presents in a technical though hopefully pedagogical way the three most common forms of neural network architectures: Feedforward, Convolutional and Recurrent. For each network, their fundamental building blocks are detailed.
(5210 views)
Book cover: The Matrix Calculus You Need For Deep LearningThe Matrix Calculus You Need For Deep Learning
by - arXiv.org
This paper is an attempt to explain all the matrix calculus you need in order to understand the training of deep neural networks. We assume no knowledge beyond what you learned in calculus 1, and provide links to help you refresh the necessary math.
(5022 views)