Hands-On Natural Language Processing with Python (Packt)
Thursday, 09 August 2018

This book shows how to use deep learning models for performing various Natural Language Processing tasks, along with best practices in dealing with today’s NLP challenges. Authors Rajesh Arumugam and Rajalingappaa Shanmugamani begin with core concepts of NLP and deep learning, such as Convolutional Neural Networks (CNNs), recurrent neural networks (RNNs), semantic embedding and Word2vec. They show how to use RNNs and CNNs in various application areas, such as text classification and sequence labeling and also cover the use of TensorFlow in implementing deep learning in linguistic applications.

<ASIN:178913949X>

 

Authors: Rajesh Arumugam and Rajalingappaa Shanmugamani
Publisher: Packt
Date: July 2018
Pages: 312
ISBN: 978-1789139495
Print: 178913949X
Kindle: B07D6KYQYP
Audience: Python developers interesting in natural language processing
Level: Intermediate
Category: Artificial Intelligence and Python 

 

  • Implement semantic embedding of words to classify and find entities
  • Convert words to vectors by training in order to perform arithmetic operations
  • Train a deep learning model to detect classification of tweets and news
  • Implement a question-answer model with search and RNN models
  • Train models for various text classification datasets using CNN
  • Implement WaveNet a deep generative model for producing a natural-sounding voice
  • Convert voice-to-text and text-to-voice
  • Train a model to convert speech-to-text using DeepSpeech

More details of Hands-On Natural Language Processing with Python

For recommendations of Python books see Books for Pythonistas and Python Books For Beginners in our Programmer's Bookshelf section.

For more Book Watch just click.

Book Watch is I Programmer's listing of new books and is compiled using publishers' publicity material. It is not to be read as a review where we provide an independent assessment. Some, but by no means all, of the books in Book Watch are eventually reviewed.

To have new titles included in Book Watch contact  BookWatch@i-programmer.info

Follow @bookwatchiprog on Twitter or subscribe to I Programmer's Books RSS feed for each day's new addition to Book Watch and for new reviews.

 

 

Banner
 


SQL Queries for Mere Mortals 4th Ed

Author: John L. Viescas
Publisher: Addison Wesley
Pages: 960
ISBN: 978-0134858333
Print: 0134858336
Kindle: B079G27STM
Audience: Developers working with data
Rating: 5
Reviewer:Kay Ewbank

This is an updated version of a classic book teaching SQL. It's an excellent choice if you don't know SQL a [ ... ]



Exam Ref AZ-900 Microsoft Azure Fundamentals

Author: Jim Cheshire
Publisher: Microsoft Press
Pages: 304
ISBN: 978-0135732182 Print: 0135732182 Kindle: B07ST3HKMJ Audience: Anyone dealing with Azure
Rating: 4.5
Reviewer: Ian Stirk

This book aims to help you pass the AZ-900 Microsoft Azure Fundamentals exam, how does it fare? 


More Reviews