Search icon CANCEL
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Conferences
Free Learning
Arrow right icon
TensorFlow Machine Learning Cookbook
TensorFlow Machine Learning Cookbook

TensorFlow Machine Learning Cookbook: Over 60 practical recipes to help you master Google's TensorFlow machine learning library

Arrow left icon
Profile Icon Nick McClure
Arrow right icon
₱1742.99 ₱2490.99
Full star icon Full star icon Full star icon Half star icon Empty star icon 3.7 (18 Ratings)
eBook Feb 2017 370 pages 1st Edition
eBook
₱1742.99 ₱2490.99
Paperback
₱3112.99
Subscription
Free Trial
Arrow left icon
Profile Icon Nick McClure
Arrow right icon
₱1742.99 ₱2490.99
Full star icon Full star icon Full star icon Half star icon Empty star icon 3.7 (18 Ratings)
eBook Feb 2017 370 pages 1st Edition
eBook
₱1742.99 ₱2490.99
Paperback
₱3112.99
Subscription
Free Trial
eBook
₱1742.99 ₱2490.99
Paperback
₱3112.99
Subscription
Free Trial

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
Product feature icon Download this book in EPUB and PDF formats
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want
Table of content icon View table of contents Preview book icon Preview Book

TensorFlow Machine Learning Cookbook

Left arrow icon Right arrow icon
Download code icon Download Code

Key benefits

  • Your quick guide to implementing TensorFlow in your day-to-day machine learning activities
  • Learn advanced techniques that bring more accuracy and speed to machine learning
  • Upgrade your knowledge to the second generation of machine learning with this guide on TensorFlow

Description

TensorFlow is an open source software library for Machine Intelligence. The independent recipes in this book will teach you how to use TensorFlow for complex data computations and will let you dig deeper and gain more insights into your data than ever before. You’ll work through recipes on training models, model evaluation, sentiment analysis, regression analysis, clustering analysis, artificial neural networks, and deep learning – each using Google’s machine learning library TensorFlow. This guide starts with the fundamentals of the TensorFlow library which includes variables, matrices, and various data sources. Moving ahead, you will get hands-on experience with Linear Regression techniques with TensorFlow. The next chapters cover important high-level concepts such as neural networks, CNN, RNN, and NLP. Once you are familiar and comfortable with the TensorFlow ecosystem, the last chapter will show you how to take it to production.

Who is this book for?

This book is ideal for data scientists who are familiar with C++ or Python and perform machine learning activities on a day-to-day basis. Intermediate and advanced machine learning implementers who need a quick guide they can easily navigate will find it useful.

What you will learn

  • Become familiar with the basics of the TensorFlow machine learning library
  • Get to know Linear Regression techniques with TensorFlow
  • Learn SVMs with hands-on recipes
  • Implement neural networks and improve predictions
  • Apply NLP and sentiment analysis to your data
  • Master CNN and RNN through practical recipes
  • Take TensorFlow into production

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : Feb 14, 2017
Length: 370 pages
Edition : 1st
Language : English
ISBN-13 : 9781786466303
Vendor :
Google
Category :
Languages :
Tools :

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
Product feature icon Download this book in EPUB and PDF formats
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want

Product Details

Publication date : Feb 14, 2017
Length: 370 pages
Edition : 1st
Language : English
ISBN-13 : 9781786466303
Vendor :
Google
Category :
Languages :
Tools :

Packt Subscriptions

See our plans and pricing
Modal Close icon
$19.99 billed monthly
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Simple pricing, no contract
$199.99 billed annually
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just ₱260 each
Feature tick icon Exclusive print discounts
$279.99 billed in 18 months
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just ₱260 each
Feature tick icon Exclusive print discounts

Frequently bought together


Stars icon
Total 8,726.97
Deep Learning with Keras
₱2806.99
Deep Learning with TensorFlow
₱2806.99
TensorFlow Machine Learning Cookbook
₱3112.99
Total 8,726.97 Stars icon

Table of Contents

12 Chapters
1. Getting Started with TensorFlow Chevron down icon Chevron up icon
2. The TensorFlow Way Chevron down icon Chevron up icon
3. Linear Regression Chevron down icon Chevron up icon
4. Support Vector Machines Chevron down icon Chevron up icon
5. Nearest Neighbor Methods Chevron down icon Chevron up icon
6. Neural Networks Chevron down icon Chevron up icon
7. Natural Language Processing Chevron down icon Chevron up icon
8. Convolutional Neural Networks Chevron down icon Chevron up icon
9. Recurrent Neural Networks Chevron down icon Chevron up icon
10. Taking TensorFlow to Production Chevron down icon Chevron up icon
11. More with TensorFlow Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon

Customer reviews

Top Reviews
Rating distribution
Full star icon Full star icon Full star icon Half star icon Empty star icon 3.7
(18 Ratings)
5 star 38.9%
4 star 22.2%
3 star 16.7%
2 star 11.1%
1 star 11.1%
Filter icon Filter
Top Reviews

Filter reviews by




Chax Oct 01, 2017
Full star icon Full star icon Full star icon Full star icon Full star icon 5
good
Amazon Verified review Amazon
Mithun Patel Dec 07, 2017
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Great book
Amazon Verified review Amazon
Antonio Gulli May 21, 2017
Full star icon Full star icon Full star icon Full star icon Full star icon 5
I read many books about Deep Learning, and was looking for an handson book on Tensorflow. This Cookbook is very practical and it explains how to use TF step-by-step. It starts with simple graph computations, then it extends into matrix computations, linear regression, and many additional neural network algorithms including neural networks. Definitively recommended if you want to have a swiss knife reference book
Amazon Verified review Amazon
Amazon Customer Feb 27, 2017
Full star icon Full star icon Full star icon Full star icon Full star icon 5
I am the reviewer of this book,Many examples of this book are very helpful for the beginners of TensorFlow users.
Amazon Verified review Amazon
Satya Kondapalli Mar 09, 2017
Full star icon Full star icon Full star icon Full star icon Full star icon 5
I have ordered and returned some books related TF and Neural Networks. Many books start very high level and lost interest. Finally I found book I am interested in. You can start coding in TF using this book. Once you built your code skills then you can buy more theoretical books and lost somewhere. Note: When framework doing all the work, why do I need to learn every math function. This is a no nonsense book for me. I love it. I have been teaching big data past 6 years. Lately I have been doing some work in spark ML and moving on to TensorFlow. Spark also supporting TensorFrames. Deep learning will soon eat machine learning.I suggest this book for any one start learning TF.Satya , ambariCloud
Amazon Verified review Amazon
Get free access to Packt library with over 7500+ books and video courses for 7 days!
Start Free Trial

FAQs

How do I buy and download an eBook? Chevron down icon Chevron up icon

Where there is an eBook version of a title available, you can buy it from the book details for that title. Add either the standalone eBook or the eBook and print book bundle to your shopping cart. Your eBook will show in your cart as a product on its own. After completing checkout and payment in the normal way, you will receive your receipt on the screen containing a link to a personalised PDF download file. This link will remain active for 30 days. You can download backup copies of the file by logging in to your account at any time.

If you already have Adobe reader installed, then clicking on the link will download and open the PDF file directly. If you don't, then save the PDF file on your machine and download the Reader to view it.

Please Note: Packt eBooks are non-returnable and non-refundable.

Packt eBook and Licensing When you buy an eBook from Packt Publishing, completing your purchase means you accept the terms of our licence agreement. Please read the full text of the agreement. In it we have tried to balance the need for the ebook to be usable for you the reader with our needs to protect the rights of us as Publishers and of our authors. In summary, the agreement says:

  • You may make copies of your eBook for your own use onto any machine
  • You may not pass copies of the eBook on to anyone else
How can I make a purchase on your website? Chevron down icon Chevron up icon

If you want to purchase a video course, eBook or Bundle (Print+eBook) please follow below steps:

  1. Register on our website using your email address and the password.
  2. Search for the title by name or ISBN using the search option.
  3. Select the title you want to purchase.
  4. Choose the format you wish to purchase the title in; if you order the Print Book, you get a free eBook copy of the same title. 
  5. Proceed with the checkout process (payment to be made using Credit Card, Debit Cart, or PayPal)
Where can I access support around an eBook? Chevron down icon Chevron up icon
  • If you experience a problem with using or installing Adobe Reader, the contact Adobe directly.
  • To view the errata for the book, see www.packtpub.com/support and view the pages for the title you have.
  • To view your account details or to download a new copy of the book go to www.packtpub.com/account
  • To contact us directly if a problem is not resolved, use www.packtpub.com/contact-us
What eBook formats do Packt support? Chevron down icon Chevron up icon

Our eBooks are currently available in a variety of formats such as PDF and ePubs. In the future, this may well change with trends and development in technology, but please note that our PDFs are not Adobe eBook Reader format, which has greater restrictions on security.

You will need to use Adobe Reader v9 or later in order to read Packt's PDF eBooks.

What are the benefits of eBooks? Chevron down icon Chevron up icon
  • You can get the information you need immediately
  • You can easily take them with you on a laptop
  • You can download them an unlimited number of times
  • You can print them out
  • They are copy-paste enabled
  • They are searchable
  • There is no password protection
  • They are lower price than print
  • They save resources and space
What is an eBook? Chevron down icon Chevron up icon

Packt eBooks are a complete electronic version of the print edition, available in PDF and ePub formats. Every piece of content down to the page numbering is the same. Because we save the costs of printing and shipping the book to you, we are able to offer eBooks at a lower cost than print editions.

When you have purchased an eBook, simply login to your account and click on the link in Your Download Area. We recommend you saving the file to your hard drive before opening it.

For optimal viewing of our eBooks, we recommend you download and install the free Adobe Reader version 9.