Introduction to Scientific Programming with Python 1st Edition by Joakim Sundnes ISBN 3030503550 978-3030503550

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Product details:

ISBN 10: 3030503550
ISBN 13: 978-3030503550
Author: Joakim Sundnes

This open access book offers an initial introduction to programming for scientific and computational applications using the Python programming language. The presentation style is compact and example-based, making it suitable for students and researchers with little or no prior experience in programming.

The book uses relevant examples from mathematics and the natural sciences to present programming as a practical toolbox that can quickly enable readers to write their own programs for data processing and mathematical modeling. These tools include file reading, plotting, simple text analysis, and using NumPy for numerical computations, which are fundamental building blocks of all programs in data science and computational science. At the same time, readers are introduced to the fundamental concepts of programming, including variables, functions, loops, classes, and object-oriented programming. Accordingly, the book provides a sound basis for further computer science and programming studies.

Table of contents:

Getting started with Python
Computing with formulas
Loops and lists
Functions and branching
User input and error handling
Arrays and plotting
Dictionaries and strings
Classes
Object-oriented programming

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Joakim Sundnes,Scientific,Programming,Python