Natural Language Processing in Action

Natural Language Processing in Action

  • Downloads:4338
  • Type:Epub+TxT+PDF+Mobi
  • Create Date:2021-04-26 11:58:36
  • Update Date:2025-09-06
  • Status:finish
  • Author:Hobson Lane
  • ISBN:1617294632
  • Environment:PC/Android/iPhone/iPad/Kindle

Summary

Natural Language Processing in Action is your guide to creating machines that understand human language using the power of Python with its ecosystem of packages dedicated to NLP and AI! You'll start with a mental model of how a computer learns to read and interpret language。 Then, you'll discover how to train a Python-based NLP machine to recognize patterns and extract information from text。 As you explore the carefully-chosen examples, you'll expand your machine's knowledge and apply it to a range of challenges, from building a search engine that can find documents based on their meaning rather than merely keywords, to training a chatbot that uses deep learning to answer questions and participate in a conversation。

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Reviews

Abe Smith

This is a 5 hundred something page book worth buying。This is a book I am studying for computer science purposes。 I bought the audible audiobook version and have also got the ebook, so I will update this review in time。 The book is for computer science students which is why these type of books are unfortunately less popular。 You need for example to know what a finite state machine is。 I downloaded the ebook version because there are some words that the audiobook does not properly pronounce such a This is a 5 hundred something page book worth buying。This is a book I am studying for computer science purposes。 I bought the audible audiobook version and have also got the ebook, so I will update this review in time。 The book is for computer science students which is why these type of books are unfortunately less popular。 You need for example to know what a finite state machine is。 I downloaded the ebook version because there are some words that the audiobook does not properly pronounce such as the websites and "smolog" written "Ethnologue"。 。。。more

Sweemeng Ng

It cover quite a few with good code sample。 Recommended!

Angel Arturo

If there's one book worth its weight in gold, this would be it。I'm impressed by the thorough analysis made on the fascinating field of Natural Language Processing made by the authors。 They present the latest techniques AND code examples。 Most books I've read present the mathematics but almost no reproducible code so I find it very difficult to test and visualize what they're explaining。Not so with this text。 Definitely need to reread again。 I struggled mostly because of how much data it presents If there's one book worth its weight in gold, this would be it。I'm impressed by the thorough analysis made on the fascinating field of Natural Language Processing made by the authors。 They present the latest techniques AND code examples。 Most books I've read present the mathematics but almost no reproducible code so I find it very difficult to test and visualize what they're explaining。Not so with this text。 Definitely need to reread again。 I struggled mostly because of how much data it presents, that makes it hard to simply skim。 Definitely need to re-read and retry the exercises。 If any weakness I could find is only in latest chapters where they go in depth on the latest techniques, that they present Keras and Finite State Machines which are presented in Python code but not explained as that would make the text even bigger than it already is。 。。。more

Alan Gu

Too wordy

Alex

An extremely good read on NLP / ML / DL topics。 Mostly focused on DL for natural language processing/understanding/generation。