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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Allg. & Lexika A Primer on Scientific Programming with Python
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A Primer on Scientific Programming with Python
Hans Petter Langtangen (Gebundene Ausgabe, Englisch)
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Beschreibung
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 “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 Python…” Joan Horvath, Computing Reviews, March 2015 85,59 €
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Technische Daten
Erscheinungsdatum
01.08.2016
Sprache
Englisch
EAN
9783662498866, 9783662498866
Herausgeber
Springer Berlin
Serien- oder Bandtitel
Texts in Computational Science and Engineering
Sonderedition
Nein
Autor
Hans Petter Langtangen
Seitenanzahl
922
Auflage
5
Einbandart
Gebundene Ausgabe
Schlagwörter
Monte Carlo simulation, Python programming, numerical calculus, numerical methods, object-oriented programming, ordinary differential equations, vectorization
Thema-Inhalt
PBKS - Numerische Mathematik
UM - Computerprogrammierung und Softwareentwicklung
UYAM - Mathematik für Informatiker
PHU - Mathematische Physik
Höhe
254 mm
Breite
17.8 cm
Hersteller: Springer-Verlag GmbH, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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