Natural Language Processing with Python and spaCy: A Practical Introduction

Vasiliev, Yuli

Natural Language Processing with Python and spaCy: A Practical Introduction
  • 出版商: No Starch Press
  • 出版日期: 2020-05-12
  • 售價: $1,470
  • 貴賓價: 9.5 折 $1,397
  • 語言: 英文
  • 頁數: 216
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1718500521
  • ISBN-13: 9781718500525
  • 相關分類: Python、程式語言

    • 立即出貨

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商品描述

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

Natural Language Processing Using Python is an introduction to natural language processing (NLP), the task of converting human language into data that a computer can process. The book uses spaCy, a leading Python library for NLP, to guide readers through common NLP tasks related to generating and understanding human language with code. It addresses problems like understanding a user's intent, continuing a conversation with a human, and maintaining the state of a conversation. It also teaches you how to connect an NLP script to a messaging app, store user data in a database to fill in a form, and customize your own statistical models to improve text processing. This book will give you the foundation you need to build your own chatbots, ticket-ordering apps, text-condensing scripts, and more.

商品描述(中文翻譯)

使用spaCy，一個領先的Python自然語言處理庫，介紹了使用Python進行自然語言處理（NLP）的入門知識。該書通過spaCy引導讀者進行與生成和理解人類語言相關的常見NLP任務。它解決了理解用戶意圖、與人類進行對話以及維護對話狀態等問題。它還教你如何將NLP腳本連接到消息應用程序，將用戶數據存儲在數據庫中以填寫表單，並自定義自己的統計模型以改進文本處理。本書將為您打下基礎，使您能夠構建自己的聊天機器人、訂票應用程序、文本壓縮腳本等。

作者簡介

Yuli Vasiliev is a programmer, freelance author, and consultant currently specializing in open source development, Oracle database technologies, and more recently natural language processing (NLP).

Currently, he works as a consultant in the bot project Porphyry run by Igor Shabalin. The bot implements various NLP techniques used to give meaningful responses to user questions. The demonstration version of this bot can be accessed at @Porphyry_bot in Telegram

作者簡介(中文翻譯)

Yuli Vasiliev是一位程式設計師、自由作家和顧問，目前專注於開源開發、Oracle資料庫技術，以及最近的自然語言處理（NLP）領域。

目前，他在Igor Shabalin管理的Porphyry機器人項目中擔任顧問。該機器人實現了各種NLP技術，用於對用戶的問題給予有意義的回答。可以在Telegram上的@Porphyry_bot上訪問該機器人的演示版本。

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