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A Student's Guide to Python for Physical Modeling - Second Edition (Paperback, 2nd School edition)
Loot Price: R597
Discovery Miles 5 970
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A Student's Guide to Python for Physical Modeling - Second Edition (Paperback, 2nd School edition)
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Loot Price R597
Discovery Miles 5 970
Expected to ship within 12 - 17 working days
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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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