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A Student's Guide to Python for Physical Modeling - 2nd Edition by Jesse M Kinder & Philip Nelson (Paperback) - 1 of 1

A Student's Guide to Python for Physical Modeling - 2nd Edition by Jesse M Kinder & Philip Nelson (Paperback)

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Highlights

  • 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.
  • About the Author: Jesse M. Kinder is associate professor of physics at the Oregon Institute of Technology.
  • 240 Pages
  • Computers, Computer Science

Description



Book Synopsis



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.



About the Author



Jesse M. Kinder is associate professor of physics at the Oregon Institute of Technology. Philip Nelson is professor of physics at the University of Pennsylvania. His books include From Photon to Neuron (Princeton), Physical Models of Living Systems, and Biological Physics.
Dimensions (Overall): 9.9 Inches (H) x 7.9 Inches (W) x .7 Inches (D)
Weight: 1.25 Pounds
Suggested Age: 22 Years and Up
Number of Pages: 240
Genre: Computers
Sub-Genre: Computer Science
Publisher: Princeton University Press
Format: Paperback
Author: Jesse M Kinder & Philip Nelson
Language: English
Street Date: August 3, 2021
TCIN: 83850507
UPC: 9780691223650
Item Number (DPCI): 247-19-3212
Origin: Made in the USA or Imported
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Shipping details

Estimated ship dimensions: 0.7 inches length x 7.9 inches width x 9.9 inches height
Estimated ship weight: 1.25 pounds
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