Deep Learning with R 1st Edition

by Francois Chollet (Author), J. J. Allaire (Author)

63 ratings

ISBN-13: 978-1617295546

ISBN-10: 9781617295546

Why is ISBN important?

Have one to sell?

Sell on Amazon

Used: Like New | Details

Sold by ---SuperBookDeals

Access codes and supplements are not guaranteed with used items.

8 used from $40.00

+ $24.99 shipping

Deliver to Canada

In Stock.

Ships from and sold by Amazon.com.

Available at a lower price from other sellers that may not offer free Prime shipping.

Arrives: Oct 23 - Nov 25

List Price: $49.99

Save: $6.00 (12%)

14 new from $43.99

+ $7.98 shipping

Deliver to Canada

Available at a lower price from other sellers that may not offer free Prime shipping.

Summary

Deep Learning with R introduces the world of deep learning using the powerful Keras library and its R language interface. The book builds your understanding of deep learning through intuitive explanations and practical examples.

Continue your journey into the world of deep learning with Deep Learning with R in Motion, a practical, hands-on video course available exclusively at Manning.com (www.manning.com/livevideo/deep-learning-with-r-in-motion).

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

About the Technology

Machine learning has made remarkable progress in recent years. Deep-learning systems now enable previously impossible smart applications, revolutionizing image recognition and natural-language processing, and identifying complex patterns in data. The Keras deep-learning library provides data scientists and developers working in R a state-of-the-art toolset for tackling deep-learning tasks.

About the Book

Deep Learning with R introduces the world of deep learning using the powerful Keras library and its R language interface. Initially written for Python as Deep Learning with Python by Keras creator and Google AI researcher François Chollet and adapted for R by RStudio founder J. J. Allaire, this book builds your understanding of deep learning through intuitive explanations and practical examples. You'll practice your new skills with R-based applications in computer vision, natural-language processing, and generative models.

What's Inside

Deep learning from first principles
Setting up your own deep-learning environment
Image classification and generation
Deep learning for text and sequences

About the Reader

You'll need intermediate R programming skills. No previous experience with machine learning or deep learning is assumed.

About the Authors

François Chollet is a deep-learning researcher at Google and the author of the Keras library.

J.J. Allaire is the founder of RStudio and the author of the R interfaces to TensorFlow and Keras.

Table of Contents

PART 1 - FUNDAMENTALS OF DEEP LEARNING

What is deep learning?
Before we begin: the mathematical building blocks of neural networks
Getting started with neural networks
Fundamentals of machine learning

PART 2 - DEEP LEARNING IN PRACTICE

Deep learning for computer vision
Deep learning for text and sequences
Advanced deep-learning best practices
Generative deep learning
Conclusions

Frequently bought together

Total price: $111.94

These items are shipped from and sold by different sellers. Show details

Buy the selected items together

This item:Deep Learning with R by Francois Chollet Paperback $43.99
In Stock.
Ships from and sold by Amazon.com.
Deep Learning with Python by François Chollet Paperback $22.95
In Stock.
Sold by Globalmart Online Shop and ships from Amazon Fulfillment.
Deep Learning (Adaptive Computation and Machine Learning series) by Ian Goodfellow Hardcover $45.00
In Stock.
Sold by Globalmart Online Shop and ships from Amazon Fulfillment.

Customers who viewed this item also viewed

Page 1 of 1 Start overPage 1 of 1

This shopping feature will continue to load items when the Enter key is pressed. In order to navigate out of this carousel please use your heading shortcut key to navigate to the next or previous heading.

François Chollet

601

in Speech & Audio Processing
Paperback
$22.95
Aurélien Géron

990

in Data Processing
Paperback
$44.00
In stock on October 18, 2020.
Brett Lantz

94

Paperback
$39.99
Ian Goodfellow

996

Hardcover
$45.00
Gareth James

756

in Mathematical & Statistical…
Hardcover
$26.65
Only 2 left in stock - order soon.
Hadley Wickham

621

Paperback
67 offers from $25.99

Special offers and product promotions

Amazon Business : For business-only pricing, quantity discounts and FREE Shipping. Register a free business account

From the Publisher


	Deep Learning with Python	Deep Learning with R
Deep Learning with Manning Publications

Editorial Reviews

About the Author

Francois Chollet is the author of Keras, one of the most widely used libraries for deep learning in Python. He has been working with deep neural networks since 2012. Francois is currently doing deep learning research at Google. He blogs about deep learning at blog.keras.io.

J.J. Allaire is the Founder of RStudio and the creator of the RStudio IDE. J.J. is the author of the R interfaces to TensorFlow and Keras.

Product details

Item Weight : 1.5 pounds
Paperback : 360 pages
ISBN-10 : 9781617295546
ISBN-13 : 978-1617295546
Publisher : Manning Publications; 1st Edition (February 9, 2018)
Product Dimensions : 7.38 x 0.8 x 9.25 inches
ASIN : 161729554X
Language: : English

Best Sellers Rank: #136,762 in Books (See Top 100 in Books)
- #28 in Natural Language Processing (Books)
- #34 in Machine Theory (Books)
- #43 in Computer Neural Networks

Customer Reviews:
63 ratings

Be the first video

Your name here

Customer reviews

5 star		75%
4 star		11%
3 star		4%
2 star		6%
1 star		3%

How are ratings calculated?

Top reviews from the United States

There was a problem filtering reviews right now. Please try again later.

warren keil

Example Code in Book Not Working.

Reviewed in the United States on June 16, 2019

Verified Purchase

Due to an update in the numpy package for python, some of the datasets in the books example (IMBD & Reuters Datasets) are not loading. There is a thread on github over this exact issue but it still has not been resolved. For people paying money for this book and trying to learn, this is unacceptable. The book would be good besides for this issue.

2 people found this helpful

Helpful

Comment

Lautaro

It is an awesome book, because explains deep learning for dummies without ...

Reviewed in the United States on May 31, 2018

Verified Purchase

It is an awesome book, because explains deep learning for dummies without losing technical accuracy. The vas thing is that printed in a black and white format, so you loose the details related yo the visuals. Also this force you to check the PDF version oficina the book.

3 people found this helpful

Helpful

Comment

M. Feldmann

one of the best books i have recently purchase

Reviewed in the United States on June 26, 2019

Verified Purchase

i love buying new books and then not reading them. I read this one and learned so much from it.

One person found this helpful

Helpful

Comment

Deirdre

Nope

Reviewed in the United States on May 4, 2019

Verified Purchase

Wish I had known I’d need to have access to a Unix machine! Can’t run any of the code examples.

Book not very well-written either as it does not flow well and does not give great examples of technical principles.

Helpful

Comment

Amazon Customer

It is a great intro to neural networks and how they learn

Reviewed in the United States on June 10, 2018

Verified Purchase

This is thee book if you want to get started in deep learning with keras in R. It is a great intro to neural networks and how they learn. This book also goes over the syntax, functions, and organization of neural nets in keras. Overall a great book.

One person found this helpful

Helpful

Comment

Five Stars

Reviewed in the United States on June 6, 2018

Verified Purchase

Very good!

Helpful

Comment

Neeraj

Great book

Reviewed in the United States on June 26, 2018

Verified Purchase

Great book with examples. Took me from zero to expert

One person found this helpful

Helpful

Comment

Tracywang

Good!

Reviewed in the United States on February 12, 2019

Verified Purchase

Very useful book for start learning Deep learning.

Helpful

Comment

Top reviews from other countries

Translate all reviews to English

R. murphy

Excellent introduction to machine learning concepts in general, deep learning in particular.

Reviewed in the United Kingdom on December 20, 2019

Verified Purchase

Good background on general machine learning concepts, practical advice on machine learning workflow, really good on developing an intuition for some concepts I have always found a bit slippery (why the need for a validation set as well as a test set). This book is well worth the money for getting a solid understanding of and practical introduction to Deep Learning. I'm not a professional practitioner, or academic expert on, the topics covered by the book, but I can see how professionals as well as amateurs like myself interested in the subject can benefit from this book.

afjarvis2

By the author of keras

Reviewed in the United Kingdom on November 11, 2018

Verified Purchase

An excellent book on using keras in R; one of the best books on deep learning for beginners. Note that it is a direct translation into R of Chollet's equally excellent book Deep Learning with Python by Allaire, hence the joint authorship

Francisco Lima

B&W book, great introduction to DL

Reviewed in the United Kingdom on August 12, 2018

Verified Purchase

Great purchase, exactly what I was looking for - a broad coverage of DL concepts with R examples using Keras.

Jose J_D

Buena introducción a Keras y con una gran vision de conjunto.

Reviewed in Spain on January 5, 2020

Verified Purchase

He dudado mucho la calificación de este libro. Tiene aspectos mejorables (en mi opinión), pero en otros es excelente.
La parte inicial es una introducción a la biblioteca Keras, basada sobre todo, en el desarrollo de ejemplos y de algunos comentarios complementarios.
Los ejemplos están bien desarrollados y proporcionan una buena introducción a Keras y a algunas técnicas de Deep Learning. De todos modos, el tema es muy amplio y, aunque el libro es bastante completo, no puede ser exhaustivo y tampoco explica todas las funciones de Keras.
Personalmente, hubiera agradecido algo más de detalle en las explicaciones y mas gráficos. Quizá las expresiones matemáticas hubieran ayudado. Se presupone un conocimiento previo de AI (de forma implícita) que puede no estar al alcance de cualquiera. A veces da la impresión que se limita a dar recetas.
También es importante indicar que es muy difícil hacer los ejemplos propuestos en el libro sin disponer de GPU u ordenadores especializados.
Los últimos capítulos son mas generales. Excelentes en mi opinión, con una vision de las tendencias y limitaciones del Deep learning. Puede ser que, como ocurre en todos los libros, quede obsoleto en poco tiempo, aunque desde luego merecen la pena

Translate review to English

Gander

Fantastic starting point for deep learning

Reviewed in Germany on July 25, 2018

Verified Purchase

As a professional statistician in the pharmaceutical industry with a background in predictive modelling and an experience R (but not python up to then) user that needed to get quickly up to speed with the basics of deep learning, I found this book incredibly helpful, very readable, well-written, well explained and very inspiring. The book was not just helpful in terms of the R code provided, but also in terms of the explanations and intuitions the authors shared. It is of course an ideal situation, when one of the key forces behind the popular keras package explains not just how to use his package, but also his knowledge on the topic of deep learning. At the moment, I feel like this is THE book to get, if you intend to use keras in R and still a very good book to pick, if you want to get started with deep learning (if you use phyton, you should probably get the almost identical book by the same author for python).

One person found this helpful

See all reviews

Customers who bought this item also bought

Page 1 of 1 Start overPage 1 of 1

François Chollet

601

in Speech & Audio Processing
Paperback
$22.95
Brett Lantz

94

Paperback
$39.99
Julia Silge

73

Paperback
51 offers from $9.36
Ian Goodfellow

996

Hardcover
$45.00
Max Kuhn

164

Hardcover
$84.35
Hadley Wickham

621

Paperback
67 offers from $25.99

Deep Learning with R 1st Edition

Sorry, there was a problem.

Sorry, there was a problem.

Buy used: $39.99

Buy new: $43.99

Frequently bought together

Customers who viewed this item also viewed

Special offers and product promotions

From the Publisher

Editorial Reviews

About the Author

Product details

Related video shorts (0)

Be the first video

Customer reviews

Top reviews from the United States

There was a problem filtering reviews right now. Please try again later.

Top reviews from other countries

Customers who bought this item also bought

Buy used:

$39.99

Buy new:

$43.99