num_pages: 693
description: 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 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 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 Langtangens 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 This fourth edition is a wonderful inclusive textbook that covers pretty much everything one needs to know to go from zero to fairly sophisticated scientific programming in PythonJoan Horvath Computing Reviews March 2015 
language: English
title: A Primer on Scientific Programming with Python
publisher: Springer Verlag