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A Primer on Scientific Programming with Python Hans Petter Langtangen

A Primer on Scientific Programming with Python By Hans Petter Langtangen

A Primer on Scientific Programming with Python by Hans Petter Langtangen


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A Primer on Scientific Programming with Python

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A Primer on Scientific Programming with Python Summary

A Primer on Scientific Programming with Python by Hans Petter Langtangen

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. From the reviews: Langtangen ...does an excellent job of introducing programming as a set of skills in problem solving. He guides the reader into thinking properly about producing program logic and data structures for modeling real-world problems using objects and functions and embracing the object-oriented paradigm...Summing Up: Highly recommended. F. H. Wild III, Choice, Vol. 47 (8), April 2010 Those of us who have learned scientific programming in Python 'on the streets' could be a little jealous of students who have the opportunity to take a course out of Langtangen's Primer. John D. Cook, The Mathematical Association of America, September 2011 This book goes through Python in particular, and programming in general, via tasks that scientists will likely perform. It contains valuable information for students new to scientific computing and would be the perfect bridge between an introduction to programming and an advanced course on numerical methods or computational science. Alex Small, IEEE, CiSE Vol. 14 (2), March /April 2012

A Primer on Scientific Programming with Python Reviews

From the book reviews: This is a book that can guide a student in a class. It would also work for a scientist or engineer who wants to learn programming in the first place or transition to Python from another language. An advanced Python programmer who wants to learn scientific computing, and who likes to learn through example code, could also use this book to learn scientific computing. (Joan Horvath, Computing Reviews, February, 2015)

About Hans Petter Langtangen

Hans Petter Langtangen is a professor of computer science at the University of Oslo. He has formerly been a professor of mechanics and is now the director of a Norwegian Center of Excellence: Center for Biomedical Computing, at Simula Research Laboratory. Langtangen has published over 100 scientific publications and written several books, including papers and a book on Python's potential for scientific computing. He has also developed open source and commercial software systems for computational sciences.

Table of Contents

Preface.- Computing with Formulas.- Loops and Lists.- Functions and Branching.- User Input and Error Handling.- Array Computing and Curve Plotting.- Dictionaries and Strings.- Introduction to Classes.- Random Numbers and Simple Games.- Object-Oriented Programming.- Sequences and Difference Equations.- Introduction to Discrete Calculus.- Introduction to Differential Equations.- A Complete Differential Equation Project.- Programming of Differential Equations.- Debugging.- Migrating Python to Compiled Code.- Technical Topics.- Bibliography.- Index.

Additional information

CIN3642549586G
9783642549588
3642549586
A Primer on Scientific Programming with Python by Hans Petter Langtangen
Used - Good
Hardback
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
20140731
903
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in good condition, but if you are not entirely satisfied please get in touch with us

Customer Reviews - A Primer on Scientific Programming with Python