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Mastering Python for Finance
Understand, design, and implement state-of-the-art
mathematical and statistical applications used in
finance with Python
James Ma Weiming
BIRMINGHAM - MUMBAI
Mastering Python for Finance
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: April 2015
Production reference: 1240415
Published by Packt Publishing Ltd.
Livery Place
35 Livery Street
Birmingham B3 2PB, UK.
ISBN 978-1-78439-451-6
www.packtpub.com
Credits
Author
James Ma Weiming
Reviewers
Namit Kewat
Marco Marchioro
Jiri Pik
Steven E. Sommer, MD, MBA
Indexer
Commissioning Editor
Usha Iyer
Graphics
Acquisition Editor
Usha Iyer
Content Development Editor
Susmita Sabat
Technical Editor
Prajakta Mhatre
Copy Editor
Rashmi Sawant
Sheetal Aute
Valentina D'silva
Disha Haria
Abhinash Sahu
Production Coordinator
Aparna Bhagat
Cover Work
Aparna Bhagat
Hemangini Bari
Project Coordinator
Milton Dsouza
Proofreaders
Stephen Copestake
Safis Editing
Paul Hindle
About the Author
James Ma Weiming
works with high-frequency, low-latency trading systems,
writing his own programs and tools, most of which are open sourced. He is currently
supporting veteran traders in the, trading pits of the Chicago Board of Trade devising
strategies to game the market. He graduated from the Stuart School of Business at
Illinois Institute of Technology with a master of science degree in finance.
He started his career in Singapore after receiving his bachelor's degree in computer
engineering from Nanyang Technological University and diploma in information
technology from Nanyang Polytechnic. During his career, he has worked in
treasury operations handling foreign exchange and fixed income products. He also
developed mobile applications with a company operating a funds and investments
distribution platform.
This book was made possible by the fabulous team at Packt
Publishing, especially Usha Iyer and Susmita Sabat. I am also
eminently grateful to all the reviewers for their comments and to
my immediate family for their encouragement and good cheer.
I'd like to thank Milt Robinson, Brian Hickman, and Frank for their
mentorship on the trading floor.

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