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# Awesome Python Books [](https://github.com/sindresorhus/awesome)
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> Directory of Python books
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## 零基础
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- 《简明python教程》[在线](http://wiki.jikexueyuan.com/project/simple-python-course/)
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- 《父与子的编程之旅:与小卡特一起学Python》[中文版](https://www.amazon.cn/%E5%9B%BE%E7%81%B5%E7%A8%8B%E5%BA%8F%E8%AE%BE%E8%AE%A1%E4%B8%9B%E4%B9%A6%C2%B7%E7%88%B6%E4%B8%8E%E5%AD%90%E7%9A%84%E7%BC%96%E7%A8%8B%E4%B9%8B%E6%97%85-%E4%B8%8E%E5%B0%8F%E5%8D%A1%E7%89%B9%E4%B8%80%E8%B5%B7%E5%AD%A6Python-%E6%A1%91%E5%BE%B7/dp/B00PG0MMLO)
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- 《趣学Python编程》[中文版](https://www.amazon.cn/%E8%B6%A3%E5%AD%A6Python%E7%BC%96%E7%A8%8B-%E5%B8%83%E9%87%8C%E6%A0%BC%E6%96%AF/dp/B00IM56I5Q)
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- 《"笨办法"学Python》[中文第三版](https://www.amazon.cn/%E5%AD%A6Python-%E8%82%96/dp/B00P6OJ0TC) / [在线](https://flyouting.gitbooks.io/learn-python-the-hard-way-cn/content/)
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- 《Python Programming for the Absolute Beginner》
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- 《编程导论》[中文版](https://www.amazon.cn/%E7%BC%96%E7%A8%8B%E5%AF%BC%E8%AE%BA-%E7%BE%8E-%E8%B0%B7%E6%B3%B0%E6%A0%BC/dp/B00W34DZ1M)
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## 入门
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- 《Python基础教程》[中文第二版](https://www.amazon.cn/%E5%9B%BE%E7%81%B5%E7%A8%8B%E5%BA%8F%E8%AE%BE%E8%AE%A1%E4%B8%9B%E4%B9%A6-Python%E5%9F%BA%E7%A1%80%E6%95%99%E7%A8%8B-%E8%B5%AB%E7%89%B9%E5%85%B0/dp/B00KAFX65Q)
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- 《像计算机科学家一样思考Python》[中文版](https://www.amazon.cn/%E5%83%8F%E8%AE%A1%E7%AE%97%E6%9C%BA%E7%A7%91%E5%AD%A6%E5%AE%B6%E4%B8%80%E6%A0%B7%E6%80%9D%E8%80%83Python-%E5%94%90%E5%B0%BC/dp/B00EEDI2X6)
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- 《Python学习手册》[中文第四版](https://www.amazon.cn/Python%E5%AD%A6%E4%B9%A0%E6%89%8B%E5%86%8C-%E9%B2%81%E7%89%B9%E5%85%B9/dp/B004TUJ7A6)
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- 《Python核心编程》[中文第二版](https://www.amazon.cn/Python%E6%A0%B8%E5%BF%83%E7%BC%96%E7%A8%8B-%E4%B8%98%E6%81%A9/dp/B001BKVXOA)
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## 进阶
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- 《Python高手之路》[中文版](https://www.amazon.cn/Python%E9%AB%98%E6%89%8B%E4%B9%8B%E8%B7%AF-%E6%B3%95-%E6%9C%B1%E5%88%A9%E5%AE%89-%E4%B8%B9%E4%B9%94/dp/B00X65PEFC)
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- 《Python编程实战:运用设计模式、并发和程序库创建高质量程序》[中文版](https://www.amazon.cn/dp/B00MHDPIJ6)
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- 《Python高级编程》[中文版](https://book.douban.com/subject/4212921/)
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- 《Programming Python》
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- 《Python应用核心编程》
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- 《Python进阶》[中文版](https://eastlakeside.gitbooks.io/interpy-zh/content/)
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- 《编写高质量代码:改善Python程序的91个建议》[中文版](https://www.amazon.cn/Effective%E7%B3%BB%E5%88%97%E4%B8%9B%E4%B9%A6-%E7%BC%96%E5%86%99%E9%AB%98%E8%B4%A8%E9%87%8F%E4%BB%A3%E7%A0%81-%E6%94%B9%E5%96%84Python%E7%A8%8B%E5%BA%8F%E7%9A%8491%E4%B8%AA%E5%BB%BA%E8%AE%AE-%E5%BC%A0%E9%A2%96/dp/B00KYFJTP8)
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## 参考
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- 《Python标准库》[中文版](https://book.douban.com/subject/10773324/)
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- 《Python Cookbook》[中文第三版](https://www.amazon.cn/Python-Cookbook/dp/B003LPO4KS) / [在线](http://python3-cookbook.readthedocs.org/zh_CN/latest/) / [PDF 第三版](https://github.com/Junnplus/awesome-python-books/blob/master/PDF/python-cookbook-3rd-zh_cn.pdf)
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- 《Python参考手册》[中文第四版](https://book.douban.com/subject/5401851/)
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- 《Python in a Nutshell》
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## 高阶
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- 《Python源码剖析》
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- 《高性能Python》
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## 算法
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- 《Python算法教程》[中文版](https://www.amazon.cn/Python%E7%AE%97%E6%B3%95%E6%95%99%E7%A8%8B-%E6%8C%AA%E5%A8%81-%E8%B5%AB%E7%89%B9%E5%85%B0/dp/B019NB0VCI)
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## 游戏开发
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- 《Python和Pygame游戏开发指南》[中文版](https://www.amazon.cn/Python%E5%92%8CPygame%E6%B8%B8%E6%88%8F%E5%BC%80%E5%8F%91%E6%8C%87%E5%8D%97-%E6%96%AF%E7%BB%B4%E5%8A%A0%E7%89%B9/dp/B019IZ6ZWO)
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## 硬件
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- 《真实世界的Python仪器监控》[中文版](https://book.douban.com/subject/20773481/)
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## 机器学习
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- 《Building Machine Learning Systems with Python》
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- 《机器学习实战》[中文版](https://www.amazon.cn/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%AE%9E%E6%88%98-%E5%93%88%E6%9E%97%E9%A1%BF/dp/B00D747PTK)
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## 自然语言处理
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- 《Python自然语言处理》[中文版](https://www.amazon.cn/Python%E8%87%AA%E7%84%B6%E8%AF%AD%E8%A8%80%E5%A4%84%E7%90%86-%E4%BC%AF%E5%BE%B7/dp/B00L7IV7C4)
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## 网络编程
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- 《Python网络编程攻略》[中文版](https://www.amazon.cn/%E5%9B%BE%E7%81%B5%E7%A8%8B%E5%BA%8F%E8%AE%BE%E8%AE%A1%E4%B8%9B%E4%B9%A6-Python%E7%BD%91%E7%BB%9C%E7%BC%96%E7%A8%8B%E6%94%BB%E7%95%A5-%E8%90%A8%E5%8D%A1%E5%B0%94/dp/B00PUP2IWS)
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## 科学与数据分析
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- 《利用Python进行数据分析》[中文版](https://www.amazon.cn/%E5%88%A9%E7%94%A8Python%E8%BF%9B%E8%A1%8C%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90-%E9%BA%A6%E9%87%91%E5%B0%BC/dp/B00GHGZLWS)
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- 《SciPy and NumPy:An Overview for Developers》
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- 《Python数据分析基础教程:NumPy学习指南》[中文第二版](https://www.amazon.cn/Python数据分析基础教程-NumPy学习指南-伊德里斯/dp/B00HLA8U86)
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## WEB 开发
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- 《Flask Web开发：基于Python的Web应用开发实战》[中文版](https://www.amazon.cn/Flask-Web%E5%BC%80%E5%8F%91-%E5%9F%BA%E4%BA%8EPython%E7%9A%84Web%E5%BA%94%E7%94%A8%E5%BC%80%E5%8F%91%E5%AE%9E%E6%88%98-%E6%A0%BC%E6%9E%97%E5%B8%83%E6%88%88/dp/B00QT2TQCG)
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- 《Python Web开发：测试驱动方法》[中文版](https://www.amazon.cn/Python-Web%E5%BC%80%E5%8F%91-%E6%B5%8B%E8%AF%95%E9%A9%B1%E5%8A%A8%E6%96%B9%E6%B3%95-%E7%8F%80%E8%A5%BF%E7%93%A6%E5%B0%94/dp/B016I9T8SQ)
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## WEB 数据抓取
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- 《Python网络数据采集》[中文版](https://www.amazon.cn/Python%E7%BD%91%E7%BB%9C%E6%95%B0%E6%8D%AE%E9%87%87%E9%9B%86-%E7%B1%B3%E5%88%87%E5%B0%94/dp/B01DU8CXJ4)
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## Other Awesome Lists
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- [awesome-python](https://github.com/vinta/awesome-python)
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- [awesome-flask](https://github.com/humiaozuzu/awesome-flask)
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