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A Primer on Scientific Programming with Python~tqw~_darksiderg

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INFO

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Title................: A Primer on Scientific Programming with Python

Type.................: Ebook

Reader...............: PDF Reader

Size.................: 6.82 MB

Torrent Hash.........: 31EB4920A3FFE6261FA7155C4F73B38EAE661E5F

Posted by............: ~tqw~



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CONTENTS

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Synopsis:

The book serves as a first introduction to computer programming of scientific 

applications, using the high-level Python language. The exposition is 

example- and problem-oriented, where the applications are taken from 

mathematics, numerical calculus, statistics, physics, biology, and finance. 

The book teaches "Matlab-style" and procedural programming as well as 

object-oriented programming. High school mathematics is a required 

background, and it is advantageous to study classical and numerical 

one-variable calculus in parallel with reading this book. Besides learning 

how to program computers, the reader will also learn how to solve 

mathematical problems, arising in various branches of science and 

engineering, with the aid of numerical methods and programming. By blending 

programming, mathematics and scientific applications, the book lays a solid 

foundation for practicing computational science.



Table Of Contents:

1 Computing with Formulas

2 Basic Constructions

3 Input Data and Error Handling

4 Array Computing and Curve Plotting

5 Sequences and Difference Equations

6 Files, Strings, and Dictionaries

7 Introduction to Classes

8 Random Numbers and Simple Games

9 Object-Oriented Programming

A Discrete Calculus

B Differential Equations

C A Complete Project

D Debugging

E Technical Topics

Index



Product Details:

    * ISBN: 3642024742

    * ISBN-13: 9783642024740

    * Format: Hardcover, 693pp

    * Publisher: Springer-Verlag New York, LLC

    * Pub. Date: September 01, 2009



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