python学习资料

算法:Python中数据结构和算法的最小例子
https://github.com/keon/algorithms?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

算法:学习所有主流Python算法的有趣方法
http://pygorithm.readthedocs.io/en/latest/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more
2.指南

wtfPython:一篇有趣、微妙且棘手的Python片段集
https://github.com/satwikkansal/wtfPython?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more
3.结构

爱丽丝梦游 Python 工程仙境 :关于如何从Python脚本到打包项目的综合指南
http://veekaybee.github.io/2017/09/26/python-packaging/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more
4.表单

表单理解教程
https://www.datacamp.com/community/tutorials/python-list-comprehension?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more
5.类

用Dunder法丰富Python类
https://dbader.org/blog/python-dunder-methods?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more
6.网页抓取

使用Python进行网页抓取:通过Scrapy,SQL,Matplotlib获取网页数据见解
http://www.scrapingauthority.com/python-scrapy-mysql-and-matplotlib-to-gain-web-data-insights/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

高级网页抓取:绕过“403禁止”,验证码等等
http://sangaline.com/post/advanced-web-scraping-tutorial?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

掌握Python网页抓取:获取数据
https://hackernoon.com/mastering-python-web-scraping-get-your-data-back-e9a5cc653d88?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more
7.自动操作

婚礼规模:如何使用 Twilio, Python 和GOOGLE自动化婚礼
https://www.twilio.com/blog/2017/04/wedding-at-scale-how-i-used-twilio-python-and-google-to-automate-my-wedding.html?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

如何使用Python来寻找媒体上有趣的人
https://medium.freecodecamp.org/how-i-used-python-to-find-interesting-people-on-medium-be9261b924b0?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more
8.Bot

标记Reddit和FaceBook的投递BOT者
https://pythontips.com/2017/04/13/making-a-reddit-脸书-messenger-bot/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

我的开放原创Instagram 的bot(用Python写的)使我有了大约2500的粉丝,服务费为5美金
https://medium.freecodecamp.com/my-open-source-instagram-bot-got-me-2-500-real-followers-for-5-in-server-costs-e40491358340?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more
9.电子表格

Python表格教程:绝对引导-Karlijn Willems
https://www.datacamp.com/community/tutorials/python-excel-tutorial?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

GOOGLE表格与Python
https://www.youtube.com/watch?v=vISRn5qFrkM
10.金融

金融上的Python:程序化交易
https://www.datacamp.com/community/tutorials/finance-python-trading?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

先容并获取股票价格数据 - 金融Python编程p.1 - Sentdex
https://www.youtube.com/watch?v=2BrpKpWwT2A

使用Python分析密码币市场
https://blog.patricktriest.com/analyzing-cryptocurrencies-python/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more
11.区块链

构建一个学习区块链
https://hackernoon.com/learn-blockchains-by-building-one-117428612f46?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

建立最小的区块链
https://medium.com/crypto-currently/lets-build-the-tiniest-blockchain-e70965a248b?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more
12.视频合成

用Python建立视频合成
https://www.makeartwithpython.com/blog/video-synthesizer-in-python/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more
13.性能

每秒用Python处理百万个请求
https://medium.freecodecamp.com/million-requests-per-second-with-python-95c137af319?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

是的,Python很慢,但我不在乎
https://hackernoon.com/yes-python-is-slow-and-i-dont-care-13763980b5a1?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

Python中的记忆:如何缓存函数结果 - Dan Bader
https://dbader.org/blog/python-memoization?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more
14.Django

完整的Django 初学者指南 - 第1章
https://simpleisbetterthancomplex.com/series/2017/09/04/a-complete-beginners-guide-to-django-part-1.html?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

使用Django构建REST API - 测试驱动的方法:第1章
https://scotch.io/tutorials/build-a-rest-api-with-django-a-test-driven-approach-part-1?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more
15.Flake

大Ol的规则表
https://lintlyci.github.io/Flake8Rules/?utm_campaign=read_more&utm_medium=blog&utm_source=mybridge

用Python和Flask开发RESTful API
https://auth0.com/blog/developing-restful-apis-with-python-and-flask/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more
16.NumPy

从Python到Numpy
http://www.labri.fr/perso/nrougier/from-python-to-numpy/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

探索Python包中的每行长度
http://jakevdp.github.io/blog/2017/11/09/exploring-line-lengths-in-python-packages/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more
17.NashPy

Nashpy -教程:建立并找到一个简单游戏的平衡点
http://nashpy.readthedocs.io/en/latest/tutorial/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more
18.马尔科夫过程

在Python中模拟滑槽和梯形图
http://jakevdp.github.io/blog/2017/12/18/simulating-chutes-and-ladders/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more
19.数据分析

使用Python来探索美国警务数据
https://blog.patricktriest.com/police-data-python/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

用Python分析1000多个希腊葡萄酒
https://tselai.com/greek-wines-analysis.html?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

如何在Python中生成538个图形
https://www.dataquest.io/blog/making-538-plots/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

使用Apache Spark和Python 评判AMAZON8000万的娱乐产品
http://minimaxir.com/2017/01/amazon-spark/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

Python中的快速地理空间分析
https://matthewrocklin.com/blog//work/2017/09/21/accelerating-geopandas-1?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

星球:从空间来理解AMAZON,第一名获奖者的采访
http://blog.kaggle.com/2017/10/17/planet-understanding-the-amazon-from-space-1st-place-winners-interview/
20.入门

学习Python:零基础入门
https://medium.freecodecamp.org/learning-python-from-zero-to-hero-120ea540b567?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

不寻常的Python练习表单
https://www.ynonperek.com/2017/09/21/python-exercises/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

API设计:思路优先,编程为后
https://cheesecakelabs.com/blog/api-design-think-first-code-later/?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

Python中的机器学习简便指南
https://medium.freecodecamp.org/the-hitchhikers-guide-to-machine-learning-algorithms-in-python-bfad66adb378?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

如何学习Python编程:6位有经验的Python开发人员分享了他们的学习技巧
https://coolpythoncodes.com/best-way-learn-python-programming?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more

Python如何成为数据科学强国?
https://www.youtube.com/watch?v=9by46AAqz70

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