Natural Language Processing with Python and spaCy: A Practical Introduction

Yuli Vasiliev

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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.

Subjek

Natural language processing
 

Katalog

Natural Language Processing with Python and spaCy: A Practical Introduction
978-1-7185-0052-5
281p.: pdf file.; 4 MB
English

Sirkulasi

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Pengarang

Yuli Vasiliev
Perorangan
 
 

Penerbit

No Starch Press
New York
2020

Koleksi

Kompetensi

  • CS1023 - PEMROGRAMAN KOMPUTER
  • TTI2F2 - PEMROGRAMAN PYTHON
  • TKI2D3 - PEMROGRAMAN BERORIENTASI OBYEK
  • CII4G3 - PEMROSESAN BAHASA ALAMI
  • CII7G3 - PEMROSESAN BAHASA ALAMI LANJUT
  • CII7G3 - PEMROSESAN BAHASA ALAMI LANJUT
  • TTI2F2 - PEMROGRAMAN PYTHON

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