R Deep Learning Essentials, 2nd Edition
A Step-By-step Guide to Building Deep Learning Models Using TensorFlow, Keras, and MXNet
| Price | $39.99 - $50.55
|
| Rating |   |
| Authors | Mark Hodnett, Joshua F. Wiley |
| Publisher | Packt Publishing |
| Published | 2018 |
| Pages | 378 |
| Language | English |
| Format | Paper book / ebook (PDF) |
| ISBN-10 | 178899289X |
| ISBN-13 | 9781788992893 |
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.
- Mark Hodnett
- Joshua F. Wiley (3 books)
4 5 4
Similar Books
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
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, supervi...
Price: $40.49 | Publisher: Packt Publishing | Release: 2020
by Brad Dayley, Brendan Dayley, Caleb Dayley
Learning Angular teaches modern application development with Angular 2 and Angular 4. It begins with the basics of Angular and the technologies and techniques used throughout the book, such as key features of TypeScript, newer ES6 syntax and concepts, and details about the tools needed to write professional Angular applications.The reader...
Price: $9.84 | Publisher: Addison-Wesley | Release: 2017
by Joseph Adler
If you're considering R for statistical computing and data visualization, this book provides a quick and practical guide to just about everything you can do with the open source R language and software environment. You'll learn how to write R functions and use R packages to help you prepare, visualize, and analyze data. Author J...
Price: $8.99 | Publisher: O'Reilly Media | Release: 2012
by Nihkil Ketkar
Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This new edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by Faceboo...
Price: $32.99 | Publisher: Apress | Release: 2020
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
Coding Roblox Games Made Easy, 2nd Edition
by Zander Brumbaugh
Roblox is a huge entertainment platform like no other for both playing and creating games. With over 200 million monthly active users, Roblox has enabled new and experienced developers to create successful games, often called experiences, that can be played globally at no cost.Coding Roblox Games Made Easy, 2nd Edition, builds a solid fou...
Price: $24.99 | Publisher: Packt Publishing | Release: 2022
.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