eBook - ePub

A Student's Guide to Python for Physical Modeling

Name: A Student's Guide to Python for Physical Modeling
ISBN: 9780691270890

Second Edition

Jesse M. Kinder,

Philip Nelson,

240 pages
English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

A Student's Guide to Python for Physical Modeling

Second Edition

Jesse M. Kinder,

Philip Nelson,

About this book

A fully updated tutorial on the basics of the Python programming language for science students

Python is a computer programming language that has gained popularity throughout the sciences. This fully updated second edition of A Student's Guide to Python for Physical Modeling aims to help you, the student, teach yourself enough of the Python programming language to get started with physical modeling. You will learn how to install an open-source Python programming environment and use it to accomplish many common scientific computing tasks: importing, exporting, and visualizing data; numerical analysis; and simulation. No prior programming experience is assumed.

This guide introduces a wide range of useful tools, including:

Basic Python programming and scripting
Numerical arrays
Two- and three-dimensional graphics
Animation
Monte Carlo simulations
Numerical methods, including solving ordinary differential equations
Image processing

Numerous code samples and exercises—with solutions—illustrate new ideas as they are introduced. This guide also includes supplemental online resources: code samples, data sets, tutorials, and more. This edition includes new material on symbolic calculations with SymPy, an introduction to Python libraries for data science and machine learning (pandas and sklearn), and a primer on Python classes and object-oriented programming. A new appendix also introduces command line tools and version control with Git.

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Yes, you can access A Student's Guide to Python for Physical Modeling by Jesse M. Kinder,Philip Nelson in PDF and/or ePUB format, as well as other popular books in Physical Sciences & Computer Science General. We have over one million books available in our catalogue for you to explore.