Natural Language Processing with Python pdf epub mobi txt 電子書下載2025

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出版者:O'Reilly Media

作者:Steven Bird

出品人:

頁數:504

译者:

出版時間:2009-7-10

價格:USD 44.99

裝幀:Paperback

isbn號碼:9780596516499

叢書系列:

圖書標籤:

Python
自然語言處理
NLP
nlp
數據挖掘
語言學
計算機
O'Reilly
Natural Language Processing
Python
Data Science
Text Analysis
Machine Learning
NLP
Tech Book
Coding
Tutorials

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具體描述

This book offers a highly accessible introduction to Natural Language Processing, the field that underpins a variety of language technologies, ranging from predictive text and email filtering to automatic summarization and translation. With Natural Language Processing with Python, you'll learn how to write Python programs to work with large collections of unstructured text. You'll access richly-annotated datasets using a comprehensive range of linguistic data structures. And you'll understand the main algorithms for analyzing the content and structure of written communication.

Packed with examples and exercises, Natural Language Processing with Python will help you:

* Extract information from unstructured text, to guess the topic or identify "named entities"

* Analyze linguistic structure in text, including parsing and semantic analysis

* Access popular linguistic databases, including WordNet and treebanks

* Integrate techniques drawn from fields as diverse as linguistics and artificial intelligence

Perfect for individual study, or as a classroom and workshop textbook, this book will help you gain practical skills in Natural Language Processing using the Python programming language and the Natural Language Toolkit (NLTK) open source library.

If you're interested in developing Web applications, analyzing multilingual news sources, documenting endangered languages, or if you are simply curious to have a programmer's perspective on how human language works, you will find Natural Language Processing with Python both fascinating and immensely useful.