Hemant Kumar Mehta - Mastering Python Scientific Computing
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Copyright 2015 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: September 2015
Production reference: 1180915
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham B3 2PB, UK.
ISBN 978-1-78328-882-3
www.packtpub.com
Author
Hemant Kumar Mehta
Reviewers
Austen Groener
Sachin R. Joglekar
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Hemant Kumar Mehta is a distributed and scientific computing enthusiast. He has more than 13 years of experience of teaching, research, and software development. He received his BSc (in computer science) Hons., master of computer applications degree, and PhD in computer science from Devi Ahilya University, Indore, India in 1998, 2001, and 2011, respectively. He has experience of working in diverse international environments as a software developer in MNCs. He is a post-doctorate fellow at an international university of high reputation.
Hemant has published more than 20 highly cited research papers in reputed national and international conferences and journals sponsored by ACM, IEEE, and Springer. He is the author of Getting Started with Oracle Public Cloud , Packt Publishing . He is also the coauthor of a book named Internet and Web Technology , published by Kaushal Prakashan Mandir, Indore.
He earned his PhD in the field of cloud computing and big data. Hemant is a member of ACM (Special Interest Group on High-performance Computing Education: SIGHPC-Edu), senior member of IEEE (the computer society, STC on cloud computing, and the big data technical committee), and a senior member of IACSIT, IAENG, and MIR Labs.
I am extremely thankful to my PhD supervisors, namely Professor Priyesh Kanungo and the late Professor Manohar Chandwani from Devi Ahilya University. Their words work as continuous guiding lights in my career and life.
I express heartfelt thanks to my dear student and friend, Pawan Pawar, for helping me develop some programs for this book.
I am also thankful to the entire Packt Publishing team and the reviewers for their tremendous support in maintaining the highest quality of work in this book.
Most of all, I thank my family. I am infinitely grateful to my parents. I thank my wife, Priya, and darling sons, Luv and Darsh, for whom this acknowledgement cannot be covered in words.
Austen Groener was raised in Southfield, Massachusetts, USA. He completed his BA in physics from Hartwick College and went on to pursue his MS and PhD in physics from Drexel University in Philadelphia, Pennsylvania, USA. He is a reputed astrophysicist, with research interests surrounding the detailed distribution of dark matter within the largest objects in the universegalaxy clusters. When he is not studying the cosmos, he enjoys spending his free time developing software tools for other astronomers to use. Austen has a newfound interest in web development.
I would like to thank my family and friends for their unwavering support. To my wife, Brittany: you are the love of my life, my best friend, and my inspiration.
Sachin R. Joglekar is a computer science graduate from BITS-Pilani (Goa campus) in India. His areas of interest primarily include machine learning and intelligent systems. He graduated in December 2014. Since then, he has been working as the cofounder of a start-up based in Mumbai. His work involves the design and development of server infrastructure and backend analytics for sensor networks. Sachin has also worked as an open source developer for SymPy, a symbolic computing library written in pure Python. His work at Google Summer of Code 2014 involved developing the vector module for SymPy.
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To my parents and my gurus, Late Prof. Manohar Chandwani and Prof. Priyesh Kanungo
"I am absolutely convinced that in a few decades, historians of science will describe the period we are in right now as one of deep and significant transformations to the very structure of science. And in that process, the rise of free openly available tools plays a central role." |
-- Fernando Perez, creator of IPython |
This book covers the Python APIs and toolkits used to perform scientific computing. It is highly recommended for readers who perform computerized engineering or scientific computations. Scientific computing is an interdisciplinary branch that requires a background in computer science, mathematics, general science (at least any one branch out of physics, chemistry, environmental science, biology, and others), and engineering. Python consists of a large number of packages, APIs, and toolkits for supporting the functionalities required by these diverse scientific and engineering domains.
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