Advanced Python for Biologists (Paperback)

Dr Martin O Jones

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商品描述

Advanced Python for Biologists is a programming course for workers in biology and bioinformatics who want to develop their programming skills. It starts with the basic Python knowledge outlined in Python for Biologists and introduces advanced Python tools and techniques with biological examples. You'll learn: - How to use object-oriented programming to model biological entities - How to write more robust code and programs by using Python's exception system - How to test your code using the unit testing framework - How to transform data using Python's comprehensions - How to write flexible functions and applications using functional programming - How to use Python's iteration framework to extend your own object and functions Advanced Python for Biologists is written with an emphasis on practical problem-solving and uses everyday biological examples throughout. Each section contains exercises along with solutions and detailed discussion.

商品描述(中文翻譯)

《進階Python程式設計指南》是一門針對生物學和生物信息學工作者的程式設計課程,旨在提升他們的程式設計技能。課程從《生物學家的Python程式設計》中介紹的基礎Python知識開始,並以生物學實例引入進階的Python工具和技巧。你將學習到以下內容:
- 如何使用面向對象編程來建模生物實體
- 如何通過使用Python的異常系統來編寫更健壯的程式碼和程序
- 如何使用單元測試框架來測試你的程式碼
- 如何使用Python的推導式來轉換數據
- 如何使用函數式編程來編寫靈活的函數和應用程序
- 如何使用Python的迭代框架來擴展你自己的對象和函數

《進階Python程式設計指南》著重於實際問題解決,並在整個課程中使用日常生物學實例。每個章節都包含練習題,並提供解答和詳細討論。