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首页NumPy Cookbook.pdf(Python大数据基础)
本书主要是通过近70个鲜活的使用NumPy进行数据分析的例子来讲述如何使用NumPy进行数据分析和科学计算。numpy是python实现的科学计算包。目前基于python大数据分析基本都是使用NumPy这个工具包完成的,所以如果想从事大数据分析相关工作,学习numPy技术必不可少。本书详细介绍了python下的numPy编程和使用,是一本不可多得的讲述NumPy的书籍。
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NumPy Cookbook
Copyright © 2012 Packt Publishing
All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or
transmitted in any form or by any means, without the prior written permission of the publisher,
except in the case of brief quotations embedded in critical articles or reviews.
Every effort has been made in the preparation of this book to ensure the accuracy of the
information presented. However, the information contained in this book is sold without
warranty, either express or implied. Neither the author, nor Packt Publishing, and its dealers
and distributors will be held liable for any damages caused or alleged to be caused directly or
indirectly by this book.
Packt Publishing has endeavored to provide trademark information about all of the companies
and products mentioned in this book by the appropriate use of capitals. However, Packt
Publishing cannot guarantee the accuracy of this information.
First published: October 2012
Production Reference: 1181012
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham B3 2PB, UK.
ISBN 978-1-849518-92-5
www.packtpub.com
Cover Image by Avishek Roy (roy007avishek88@gmail.com)
Credits
Author
Ivan Idris
Reviewers
Alexandre Devert
Ludovico Fischer
Ryan R. Rosario
Acquisition Editor
Usha Iyer
Lead Technical Editor
Ankita Shashi
Technical Editors
Merin Jose
Rohit Rajgor
Farhaan Shaikh
Nitee Shetty
Copy Editor
Insiya Morbiwala
Project Coordinator
Vishal Bodwani
Proofreader
Clyde Jenkins
Indexer
Monica Ajmera Mehta
Production Coordinators
Arvindkumar Gupta
Manu Joseph
Cover Work
Arvindkumar Gupta
Manu Joseph
About the Author
Ivan Idris has an MSc in Experimental Physics. His graduation thesis had a strong emphasis
on Applied Computer Science. After graduating, he worked for several companies as a Java
Developer, Data Warehouse Developer, and QA Analyst. His main professional interests are
business intelligence, big data, and cloud computing. He enjoys writing clean, testable code,
and interesting technical articles. He is the author of NumPy 1.5 Beginner's Guide. You can
nd more information and a blog with a few NumPy examples at
ivanidris.net.
I would like to dedicate this book to my family and friends. I would like
to take this opportunity to thank the reviewers and the team at Packt for
making this book possible. Thanks also goes to my teachers, professors,
and colleagues, who taught me about science and programming. Last but
not least, I would like to acknowledge my parents, family, and friends for
their support.
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