Natural Language Processing with TensorFlow

Teach language to machines using Python's deep learning library



Bookstore > Books > Natural Language Processing with TensorFlow

Price$39.99 - $50.78
Rating
AuthorThushan Ganegedara
PublisherPackt Publishing
Published2018
Pages472
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101788478312
ISBN-139781788478311
EBook Hardcover Paperback

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.





Similar Books


Applied Natural Language Processing with Python

Applied Natural Language Processing with Python

by Taweh Beysolow II

Learn to harness the power of AI for natural language processing, performing tasks such as spell check, text summarization, document classification, and natural language generation. Along the way, you will learn the skills to implement these methods in larger infrastructures to replace existing code or create new algorithms.Applied Natura...

Price:  $23.64  |  Publisher:  Apress  |  Release:  2018

Natural Language Processing with Python

Natural Language Processing with Python

by Steven Bird, Ewan Klein, Edward Loper

This book offers a highly accessible introduction to Natural Language Processing, the field that underpins a variety of language technologies ranging from predictive text and email filtering to automatic summarization and translation. You'll learn how to write Python programs to analyze the structure and meaning of texts, drawing on techn...

Price:  $20.10  |  Publisher:  O'Reilly Media  |  Release:  2009

Natural Language Processing with Java

Natural Language Processing with Java

by Richard M Reese

Natural Language Processing (NLP) is an important area of application development and its relevance in addressing contemporary problems will only increase in the future. There has been a significant increase in the demand for natural language-accessible applications supported by NLP tasks.Natural Language Processing with Java will explore...

Price:  $35.99  |  Publisher:  Packt Publishing  |  Release:  2015

Natural Language Processing with Java, 2nd Edition

Natural Language Processing with Java, 2nd Edition

by Richard M. Reese, AshishSingh Bhatia

Natural Language Processing (NLP) allows you to take any sentence and identify patterns, special names, company names, and more. The second edition of Natural Language Processing with Java teaches you how to perform language analysis with the help of Java libraries, while constantly gaining insights from the outcomes.You'll start by under...

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

Natural Language Processing with PyTorch

Natural Language Processing with PyTorch

by Delip Rao, Goku Mohandas

Natural Language Processing (NLP) offers unbounded opportunities for solving interesting problems in artificial intelligence, making it the latest frontier for developing intelligent, deep learning-based applications. If you're a developer or researcher ready to dive deeper into this rapidly growing area of artificial intelligence, this p...

Price:  $57.02  |  Publisher:  O'Reilly Media  |  Release:  2018

Natural Language Processing with Python Quick Start Guide

Natural Language Processing with Python Quick Start Guide

by Nirant Kasliwal

NLP in Python is among the most sought after skills among data scientists. With code and relevant case studies, this book will show how you can use industry-grade tools to implement NLP programs capable of learning from relevant data. We will explore many modern methods ranging from spaCy to word vectors that have reinvented NLP.The book ...

Price:  $25.95  |  Publisher:  Packt Publishing  |  Release:  2018

Python Text Processing with NLTK 2.0 Cookbook

Python Text Processing with NLTK 2.0 Cookbook

by Jacob Perkins

Natural Language Processing is used everywhere - in search engines, spell checkers, mobile phones, computer games - even your washing machine. Python's Natural Language Toolkit (NLTK) suite of libraries has rapidly emerged as one of the most efficient tools for Natural Language Processing. You want to employ nothing less than the best tec...

Price:  $23.99  |  Publisher:  Packt Publishing  |  Release:  2010

Building Chatbots with Python

Building Chatbots with Python

by Sumi Raj

Build your own chatbot using Python and open source tools. This book begins with an introduction to chatbots where you will gain vital information on their architecture. You will then dive straight into natural language processing with the natural language toolkit (NLTK) for building a custom language processing platform for your chatbot....

Price:  $27.96  |  Publisher:  Apress  |  Release:  2019