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_aSundnes, Joakim. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _94859 |
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245 | 1 | 0 |
_aIntroduction to Scientific Programming with Python _h[electronic resource] / _cby Joakim Sundnes. |
250 | _a1st ed. 2020. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2020. |
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300 |
_aXIV, 148 p. 3 illus. _bonline resource. |
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_aSimula SpringerBriefs on Computing ; _v6 |
|
505 | 0 | _aGetting started with Python -- Computing with formulas -- Loops and lists -- Functions and branching -- User input and error handling -- Arrays and plotting -- Dictionaries and strings -- Classes -- Object-oriented programming. | |
506 | 0 | _aOpen Access | |
520 | _aThis 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. | ||
650 | 0 |
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650 | 0 |
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_aSoftware engineering. _94860 |
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650 | 0 |
_aComputer science—Mathematics. _9890 |
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650 | 2 | 4 |
_aProfessional Computing. _0https://scigraph.springernature.com/ontologies/product-market-codes/I29000 _91605 |
650 | 2 | 4 |
_aProgramming Techniques. _0https://scigraph.springernature.com/ontologies/product-market-codes/I14010 _9206 |
650 | 2 | 4 |
_aSoftware Engineering/Programming and Operating Systems. _0https://scigraph.springernature.com/ontologies/product-market-codes/I14002 _9891 |
650 | 2 | 4 |
_aMathematics of Computing. _0https://scigraph.springernature.com/ontologies/product-market-codes/I17001 _91471 |
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_iPrinted edition: _z9783030503574 |
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856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-50356-7 |
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773 | _tSpringer Nature Open Access eBook |