Natural Language Processing with Python PDF ePub eBook

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Natural Language Processing with Python free pdf 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- and, 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.

About Steven Bird

Steven Bird is Associate Professor in the Department of Computer Science and Software Engineering at the University of Melbourne, and Senior Research Associate in the Linguistic Data Consortium at the University of Pennsylvania. After completing his undergraduate training in computer science and mathematics at the University of Melbourne, Steven went to the University of Edinburgh to study computational linguistics, and completed his PhD in 1990 under the supervision of Ewan Klein. He later moved to Cameroon to conduct linguistic fieldwork on the Grassfields Bantu languages under the auspices of the Summer Institute of Linguistics. More recently, he spent several years as Associate Director of the Linguistic Data Consortium where he led an R

Details Book

Author : Steven Bird
Publisher : O'Reilly Media, Inc, USA
Data Published : 07 July 2009
ISBN : 0596516495
EAN : 9780596516499
Format Book : PDF, Epub, DOCx, TXT
Number of Pages : 479 pages
Age + : 15 years
Language : English
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