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Effective Computation in Physics: Field Guide to Research with Python

Amazon.com Price: $40.74 (as of 05/05/2019 14:08 PST- Details)

Categories: Books, Computer Science, Computers and Technology, Data Modeling and Design, Databases and Big Data, Mathematical Physics, New, Used and Rental Textbooks, Physics, Programming, Programming Languages, Python, Science and Math, Science and Mathematics, Software Design, Testing and Engineering, Software Development, Specialty Boutique, Subjects

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Description

More physicists these days are taking on the role of software developer as a part of their research, but software development isn’t all the time easy or obvious, even for physicists. This practical book teaches essential software development skills that will help you automate and accomplish nearly any aspect of research in a physics-based field.

Written by two PhDs in nuclear engineering, this book includes practical examples drawn from a working knowledge of physics concepts. You’ll learn to use the Python programming language to perform the whole lot from collecting and analyzing data to building software and publishing your results.

In four parts, this book includes:

Getting Began: Jump into Python, the command line, data containers, functions, float keep an eye on and logic, and classes and objects
Getting It Done: Learn about regular expressions, analysis and visualization, NumPy, storing data in files and Hdf5, important data structures in physics, computing in parallel, and deploying software
Getting It Right: Build pipelines and software, learn how to use local and remote version keep an eye on, and debug and test your code
Getting It Out There: Document your code, process and publish your findings, and collaborate efficiently; dive into software licenses, ownership, and copyright procedures

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