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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.

Titel:	Introduction to Scientific Programming with Python
Autor/in / Beteiligte Person:	Sundnes, Joakim
Link:	View Record from OAPEN (Volltext)
Quelle:	Simula SpringerBriefs on Computing; (2020)
Veröffentlichung:	Springer Nature; Springer, 2020
Medientyp:	E-Book
Umfang:	148
ISBN:	978-3-030-50356-7 (print) ; 3-030-50356-9 (print)
DOI:	10.1007/978-3-030-50356-7
Schlagwort:	Computational Science and Engineering Professional Computing Programming Techniques Software Engineering/Programming and Operating Systems Mathematics of Computing Programming Language Software Engineering programming Python computational science data science object oriented programming open access Maths for scientists Applied computing Computer programming / software engineering Operating systems Mathematical theory of computation Maths for computer scientists bic Book Industry Communication::P Mathematics & science::PD Science: general issues::PDE Maths for scientists bic Book Industry Communication::U Computing & information technology bic Book Industry Communication::U Computing & information technology::UM Computer programming / software development bic Book Industry Communication::U Computing & information technology::UM Computer programming / software development::UMZ Software Engineering bic Book Industry Communication::U Computing & information technology::UY Computer science::UYA Mathematical theory of computation
Sonstiges:	Nachgewiesen in: OAPEN Library Sprachen: English Collection: Books ; Imported or submitted locally Original Material: 6c6992af-b843-4f46-859c-f6e9998e40d5 ; 6 Document Type: book File Description: application/pdf Language: English Rights: URL: http://creativecommons.org/licenses/by/4.0/ Notes: ONIX_20200921_9783030503567_98 ; https://www.springer.com/9783030503567

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Introduction to Scientific Programming with Python