Natural Language Processing with TensorFlow

Write modern natural language processing applications using deep learning algorithms and TensorFlow

Natural Language Processing with TensorFlow

Thushan Ganegedara

7 customer reviews
Write modern natural language processing applications using deep learning algorithms and TensorFlow
Mapt Subscription
FREE
$30.00/m after trial
eBook
$10.00
RRP $31.99
Save 68%
Print + eBook
$39.99
RRP $39.99
What do I get with a Mapt subscription?
  • Unlimited access to all Packt’s 6,000+ eBooks and Videos
  • 100+ new titles a month, learning paths, assessments & code files
  • 1 Free eBook or Video to download and keep every month after trial
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the subscription reader
$0.00
$10.00
$39.99
$29.99 p/m after trial
RRP $31.99
RRP $39.99
Subscription
eBook
Print + eBook
Start 14 Day Trial

Frequently bought together


Natural Language Processing with TensorFlow Book Cover
Natural Language Processing with TensorFlow
$ 31.99
$ 10.00
Hands-On Natural Language Processing with Python Book Cover
Hands-On Natural Language Processing with Python
$ 31.99
$ 10.00
Buy 2 for $20.00
Save $43.98
Add to Cart

Book Details

ISBN 139781788478311
Paperback472 pages

Book Description

Natural language processing (NLP) supplies the majority of data available to deep learning applications, while TensorFlow is the most important deep learning framework currently available. Natural Language Processing with TensorFlow brings TensorFlow and NLP together to give you invaluable tools to work with the immense volume of unstructured data in today’s data streams, and apply these tools to specific NLP tasks.

Thushan Ganegedara starts by giving you a grounding in NLP and TensorFlow basics. You'll then learn how to use Word2vec, including advanced extensions, to create word embeddings that turn sequences of words into vectors accessible to deep learning algorithms. Chapters on classical deep learning algorithms, like convolutional neural networks (CNN) and recurrent neural networks (RNN), demonstrate important NLP tasks as sentence classification and language generation. You will learn how to apply high-performance RNN models, like long short-term memory (LSTM) cells, to NLP tasks. You will also explore neural machine translation and implement a neural machine translator.

After reading this book, you will gain an understanding of NLP and you'll have the skills to apply TensorFlow in deep learning NLP applications, and how to perform specific NLP tasks.

Table of Contents

What You Will Learn

  • Core concepts of NLP and various approaches to natural language processing
  • How to solve NLP tasks by applying TensorFlow functions to create neural networks
  • Strategies to process large amounts of data into word representations that can be used by deep learning applications
  • Techniques for performing sentence classification and language generation using CNNs and RNNs
  • About employing state-of-the art advanced RNNs, like long short-term memory, to solve complex text generation tasks
  • How to write automatic translation programs and implement an actual neural machine translator from scratch
  • The trends and innovations that are paving the future in NLP

Authors

Table of Contents

Book Details

ISBN 139781788478311
Paperback472 pages
Read More
From 7 reviews

Read More Reviews

Recommended for You

Hands-On Natural Language Processing with Python Book Cover
Hands-On Natural Language Processing with Python
$ 31.99
$ 10.00
Natural Language Processing and Computational Linguistics Book Cover
Natural Language Processing and Computational Linguistics
$ 31.99
$ 10.00
Deep Reinforcement Learning Hands-On Book Cover
Deep Reinforcement Learning Hands-On
$ 31.99
$ 10.00
Deep Learning with TensorFlow - Second Edition Book Cover
Deep Learning with TensorFlow - Second Edition
$ 31.99
$ 10.00
Reinforcement Learning with TensorFlow Book Cover
Reinforcement Learning with TensorFlow
$ 39.99
$ 10.00
Mastering Machine Learning Algorithms Book Cover
Mastering Machine Learning Algorithms
$ 35.99
$ 10.00