Overview
- Numerical Python by Robert Johansson shows you how to leverage the numerical and mathematical modules in Python and its Standard Library.
- It covers the popular open source numerical Python packages like NumPy, FiPy, Pillow, matplotlib and more.
- Applications include those from business management, big data/cloud computing, financial engineering and games.
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Table of contents (20 chapters)
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Front Matter
Keywords
About this book
Numerical Python by Robert Johansson shows you how to leverage the numerical and mathematical modules in Python and its Standard Library as well as popular open source numerical Python packages like NumPy, FiPy, matplotlib and more to numerically compute solutions and mathematically model applications in a number of areas like big data, cloud computing, financial engineering, business management and more.
After reading and using this book, you'll get some takeaway case study examples of applications that can be found in areas like business management, big data/cloud computing, financial engineering (i.e., options trading investment alternatives), and even games.
Up until very recently, Python was mostly regarded as just a web scripting language. Well, computational scientists and engineers have recently discovered the flexibility and power of Python to do more. Big data analytics and cloud computing programmers are seeing Python's immense use. Financial engineers are also now employing Python in their work. Python seems to be evolving as a language that can even rival C++, Fortran, and Pascal/Delphi for numerical and mathematical computations.
Reviews
“Python’s numerical and mathematical modules aren’t just appreciated by coders working in the sciences … . It is for these fields that Johansson has written this detailed guide. … Johansson helps you brush up on problem solving, mathematics, algorithms, data, and even serialisation. … The book is a valuable reference across many fields.” (The MagPi, Issue 43, March, 2016)
Authors and Affiliations
About the author
Bibliographic Information
Book Title: Numerical Python
Book Subtitle: A Practical Techniques Approach for Industry
Authors: Robert Johansson
DOI: https://doi.org/10.1007/978-1-4842-0553-2
Publisher: Apress Berkeley, CA
eBook Packages: Professional and Applied Computing, Apress Access Books, Professional and Applied Computing (R0)
Copyright Information: Robert Johansson 2015
eBook ISBN: 978-1-4842-0553-2Published: 07 October 2015
Edition Number: 1
Number of Pages: XXII, 487
Number of Illustrations: 54 illustrations in colour
Topics: Python, Programming Languages, Compilers, Interpreters, Mathematical Software