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

Vasiliev, Yuli

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

Sinopsis

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.

    "Sinopsis" puede pertenecer a otra edición de este libro.

    Acerca del autor

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

    "Sobre este título" puede pertenecer a otra edición de este libro.

    Editorial
    No Starch Press
    Año de publicación
    2020
    Idioma
    Inglés
    ISBN 10 
    1718500521
    ISBN 13 
    9781718500525
    Encuadernación
    Tapa blanda
    Número de páginas
    216
    Contacto del fabricante
    no disponible
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    Pärnu mnt. 139b-14
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    Estonia