R Deep Learning Essentials, 2nd Edition

A Step-By-step Guide to Building Deep Learning Models Using TensorFlow, Keras, and MXNet



Bookstore > Books > R Deep Learning Essentials, 2nd Edition

Price$39.99 - $50.55
Rating
AuthorsMark Hodnett, Joshua F. Wiley
PublisherPackt Publishing
Published2018
Pages378
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-10178899289X
ISBN-139781788992893
EBook Hardcover Paperback

Deep learning is a powerful subset of machine learning that is very successful in domains such as computer vision and natural language processing (NLP). This second edition of R Deep Learning Essentials will open the gates for you to enter the world of neural networks by building powerful deep learning models using the R ecosystem.

This book will introduce you to the basic principles of deep learning and teach you to build a neural network model from scratch. As you make your way through the book, you will explore deep learning libraries, such as Keras, MXNet, and TensorFlow, and create interesting deep learning models for a variety of tasks and problems, including structured data, computer vision, text data, anomaly detection, and recommendation systems. You'll cover advanced topics, such as generative adversarial networks (GANs), transfer learning, and large-scale deep learning in the cloud. In the concluding chapters, you will learn about the theoretical concepts of deep learning projects, such as model optimization, overfitting, and data augmentation, together with other advanced topics.

By the end of this book, you will be fully prepared and able to implement deep learning concepts in your research work or projects.Use R 3.5 for building deep learning models for computer vision and text.


  1. (2 books)



Similar Books


Mastering Machine Learning Algorithms, 2nd Edition

Mastering Machine Learning Algorithms, 2nd Edition

by Giuseppe Bonaccorso

Mastering Machine Learning Algorithms, 2nd Edition helps you harness the real power of machine learning algorithms in order to implement smarter ways of meeting today's overwhelming data needs. This newly updated and revised guide will help you master algorithms used widely in semi-supervised learning, reinforcement learning, supervised l...

Price:  $40.49  |  Publisher:  Packt Publishing  |  Release:  2020

jQuery Mobile Web Development Essentials, 2nd Edition

jQuery Mobile Web Development Essentials, 2nd Edition

by Raymond Camden, Andy Matthews

jQuery Mobile is a unified, HTML5-based user interface system for all popular mobile device platforms. It is the most practical HTML / JavaScript framework available today. In this tutorial, you will learn how to use jQuery Mobile with your HTML pages, and create mobile friendly websites in no time.jQuery Mobile Web Development Essentials...

Price:  $26.99  |  Publisher:  Packt Publishing  |  Release:  2013

.NET Framework Essentials, 2nd Edition

.NET Framework Essentials, 2nd Edition

by Hoang Lam, Thuan L. Thai

.NET Framework Essentials, 2nd Edition is an objective, concise, and technical overview of the new Microsoft .NET Framework for developing web applications and services.Specifically written for intermediate to advanced VB, C/C++, Java, and Delphi developers, .NET Framework Essentials, 2nd Edition is also useful to system architects and le...

Price:  $3.49  |  Publisher:  O'Reilly Media  |  Release:  2002

Pro SharePoint Disaster Recovery and High Availability, 2nd Edition

Pro SharePoint Disaster Recovery and High Availability, 2nd Edition

by Stephen Cummins

Few IT professionals take the time to learn what needs to be known to do disaster recovery well. Most labor under the pretense that good administration equals close to five-nines uptime. Most technical people do not see the value of planning for disasters until the unexpected has already happened, and the effects of a disaster involving a...

Price:  $55.37  |  Publisher:  Apress  |  Release:  2013

Linux and Solaris Recipes for Oracle DBAs, 2nd Edition

Linux and Solaris Recipes for Oracle DBAs, 2nd Edition

by Darl Kuhn, Charles Kim, Bernard Lopuz

Linux and Solaris Recipes for Oracle DBAs, 2nd Edition is an example-based book on managing Oracle Database under Linux and Solaris. The book is written for database administrators who need to get work done and lack the luxury of curling up fireside with a stack of operating-system documentation. What this book provides instead is task-or...

Price:  $42.49  |  Publisher:  Apress  |  Release:  2015

Advanced Deep Learning with TensorFlow 2 and Keras, 2nd Edition

Advanced Deep Learning with TensorFlow 2 and Keras, 2nd Edition

by Rowel Atienza

Advanced Deep Learning with TensorFlow 2 and Keras, Second Edition is a completely updated edition of the bestselling guide to the advanced deep learning techniques available today. Revised for TensorFlow 2.x, this edition introduces you to the practical side of deep learning with new chapters on unsupervised learning using mutual informa...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2020

Java Deep Learning Projects

Java Deep Learning Projects

by Md. Rezaul Karim

Java is one of the most widely used programming languages. With the rise of deep learning, it has become a popular choice of tool among data scientists and machine learning experts.Java Deep Learning Projects starts with an overview of deep learning concepts and then delves into advanced projects. You will see how to build several project...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2018

Artificial Intelligence By Example, 2nd Edition

Artificial Intelligence By Example, 2nd Edition

by Denis Rothman

Artificial intelligence (AI) has the potential to replicate humans in every field. Artificial Intelligence By Example, Second Edition serves as a starting point for you to understand how AI is built, with the help of intriguing and exciting examples.This book will make you an adaptive thinker and help you apply concepts to real-world scen...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2020