Learning Scientific Programming with Python
暫譯: 用 Python 學習科學程式設計
Christian Hill
- 出版商: Cambridge
- 出版日期: 2016-03-29
- 售價: $1,585
- 貴賓價: 9.5 折 $1,506
- 語言: 英文
- 頁數: 460
- 裝訂: Paperback
- ISBN: 110742822X
- ISBN-13: 9781107428225
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相關分類:
Python、程式語言
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其他版本:
Learning Scientific Programming with Python 2/e
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商品描述
Learn to master basic programming tasks from scratch with real-life scientifically relevant examples and solutions drawn from both science and engineering. Students and researchers at all levels are increasingly turning to the powerful Python programming language as an alternative to commercial packages and this fast-paced introduction moves from the basics to advanced concepts in one complete volume, enabling readers to quickly gain proficiency. Beginning with general programming concepts such as loops and functions within the core Python 3 language, and moving onto the NumPy, SciPy and Matplotlib libraries for numerical programming and data visualisation, this textbook also discusses the use of IPython notebooks to build rich-media, shareable documents for scientific analysis. Including a final chapter introducing challenging topics such as floating-point precision and algorithm stability, and with extensive online resources to support advanced study, this textbook represents a targeted package for students requiring a solid foundation in Python programming.
商品描述(中文翻譯)
學習從零開始掌握基本的程式設計任務,透過與科學和工程相關的實際範例和解決方案。各級學生和研究人員越來越多地轉向強大的 Python 程式語言,作為商業套件的替代方案,這本快速入門的書籍從基礎知識到進階概念,涵蓋在一個完整的卷冊中,使讀者能夠迅速獲得熟練度。本書首先介紹一般程式設計概念,例如在核心 Python 3 語言中的迴圈和函數,然後轉向用於數值程式設計和數據視覺化的 NumPy、SciPy 和 Matplotlib 函式庫,此外,本教材還討論了使用 IPython notebooks 來建立豐富媒體的可分享文件,以進行科學分析。最後一章介紹了挑戰性主題,例如浮點數精度和演算法穩定性,並提供廣泛的線上資源以支持進階學習,這本教材為需要在 Python 程式設計上建立堅實基礎的學生提供了一個針對性的套件。