Natural Language Processing with Python and spaCy: A Practical Introduction - Couverture souple

Vasiliev, Yuli

 
9781718500525: Natural Language Processing with Python and spaCy: A Practical Introduction
Couverture souple
ISBN 10 : 1718500521 ISBN 13 : 9781718500525
Editeur : No Starch Press, 2020

Synopsis

An introduction to natural language processing with Python using spaCy, a leading Python natural language processing library.

Natural Language Processing with Python and spaCy will show you how to create NLP applications like chatbots, text-condensing scripts, and order-processing tools quickly and easily. You'll learn how to leverage the spaCy library to extract meaning from text intelligently; how to determine the relationships between words in a sentence (syntactic dependency parsing); identify nouns, verbs, and other parts of speech (part-of-speech tagging); and sort proper nouns into categories like people, organizations, and locations (named entity recognizing). You'll even learn how to transform statements into questions to keep a conversation going.

You'll also learn how to:

  • Work with word vectors to mathematically find words with similar meanings (Chapter 5)
  • Identify patterns within data using spaCy's built-in displaCy visualizer (Chapter 7)
  • Automatically extract keywords from user input and store them in a relational database (Chapter 9)
  • Deploy a chatbot app to interact with users over the internet (Chapter 11)

    • "Try This" sections in each chapter encourage you to practice what you've learned by expanding the book's example scripts to handle a wider range of inputs, add error handling, and build professional-quality applications.

    By the end of the book, you'll be creating your own NLP applications with Python and spaCy.

    Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

    À propos de l?auteur

    Yuli Vasiliev is a programmer, freelance writer, and consultant who specializes in open source development, Oracle database technologies, and natural language processing.

    Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

    Éditeur
    No Starch Press
    Date d'édition
    2020
    Langue
    anglais
    ISBN 10 
    1718500521
    ISBN 13 
    9781718500525
    Reliure
    Broché
    Nombre de pages
    216
    Coordonnées du fabricant
    BOOKS etc..
    cs@booksetc.co.uk

    BOOKS etc.
    Aldershot
    Royaume-Uni
    Personne responsable
    Eu comply OÜ
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    Pärnu mnt. 139b-14
    Tallinn
    11317
    Estonie