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

Vasiliev, Yuli

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

Inhaltsangabe

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.

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    Über die Autorin bzw. den Autor

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

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    Verlag
    No Starch Press
    Erscheinungsdatum
    2020
    Sprache
    Englisch
    ISBN 10 
    1718500521
    ISBN 13 
    9781718500525
    Einband
    Tapa blanda
    Anzahl der Seiten
    216
    Kontakt zum Hersteller
    Nicht verfügbar
    Verantwortliche Person
    Eu comply OÜ
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    Pärnu mnt. 139b 14
    Tallinn
    11317
    Estland