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Description: Python - 100天从新手到大师. Contribute to renguangwei4github/Python-100-Days development by creating an account on GitHub.

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	https://github.com/renguangwei4github/Python-100-Days#day2130---web前端入门
玩转Linux操作系统	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day31-35/31-35.%E7%8E%A9%E8%BD%ACLinux%E6%93%8D%E4%BD%9C%E7%B3%BB%E7%BB%9F.md
	https://github.com/renguangwei4github/Python-100-Days#day3135---玩转linux操作系统
数据库基础和进阶	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day36-40
	https://github.com/renguangwei4github/Python-100-Days#day3640---数据库基础和进阶
关系型数据库MySQL	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day36-40/36-38.%E5%85%B3%E7%B3%BB%E5%9E%8B%E6%95%B0%E6%8D%AE%E5%BA%93MySQL.md
NoSQL入门	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day36-40/39-40.NoSQL%E5%85%A5%E9%97%A8.md
实战Django	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day41-55
	https://github.com/renguangwei4github/Python-100-Days#day4155---实战django
快速上手	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day41-55/41.%E5%BF%AB%E9%80%9F%E4%B8%8A%E6%89%8B.md
	https://github.com/renguangwei4github/Python-100-Days#day41---快速上手
深入模型	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day41-55/42.%E6%B7%B1%E5%85%A5%E6%A8%A1%E5%9E%8B.md
	https://github.com/renguangwei4github/Python-100-Days#day42---深入模型
静态资源和Ajax请求	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day41-55/43.%E9%9D%99%E6%80%81%E8%B5%84%E6%BA%90%E5%92%8CAjax%E8%AF%B7%E6%B1%82.md
	https://github.com/renguangwei4github/Python-100-Days#day43---静态资源和ajax请求
表单的应用	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day41-55/44.%E8%A1%A8%E5%8D%95%E7%9A%84%E5%BA%94%E7%94%A8.md
	https://github.com/renguangwei4github/Python-100-Days#day44---表单的应用
Cookie和Session	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day41-55/45.Cookie%E5%92%8CSession.md
	https://github.com/renguangwei4github/Python-100-Days#day45---cookie和session
报表和日志	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day41-55/46.%E6%8A%A5%E8%A1%A8%E5%92%8C%E6%97%A5%E5%BF%97.md
	https://github.com/renguangwei4github/Python-100-Days#day46---报表和日志
中间件的应用	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day41-55/47.%E4%B8%AD%E9%97%B4%E4%BB%B6%E7%9A%84%E5%BA%94%E7%94%A8.md
	https://github.com/renguangwei4github/Python-100-Days#day47---中间件的应用
前后端分离开发入门	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day41-55/48.%E5%89%8D%E5%90%8E%E7%AB%AF%E5%88%86%E7%A6%BB%E5%BC%80%E5%8F%91%E5%85%A5%E9%97%A8.md
	https://github.com/renguangwei4github/Python-100-Days#day48---前后端分离开发入门
RESTful架构和DRF入门	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day41-55/49.RESTful%E6%9E%B6%E6%9E%84%E5%92%8CDRF%E5%85%A5%E9%97%A8.md
	https://github.com/renguangwei4github/Python-100-Days#day49---restful架构和drf入门
RESTful架构和DRF进阶	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day41-55/50.RESTful%E6%9E%B6%E6%9E%84%E5%92%8CDRF%E8%BF%9B%E9%98%B6.md
	https://github.com/renguangwei4github/Python-100-Days#day50---restful架构和drf进阶
使用缓存	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day41-55/51.%E4%BD%BF%E7%94%A8%E7%BC%93%E5%AD%98.md
	https://github.com/renguangwei4github/Python-100-Days#day51---使用缓存
文件上传和富文本编辑	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day41-55/52.%E6%96%87%E4%BB%B6%E4%B8%8A%E4%BC%A0%E5%92%8C%E5%AF%8C%E6%96%87%E6%9C%AC%E7%BC%96%E8%BE%91%E5%99%A8.md
	https://github.com/renguangwei4github/Python-100-Days#day52---文件上传和富文本编辑
短信和邮件	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day41-55/53.%E7%9F%AD%E4%BF%A1%E5%92%8C%E9%82%AE%E4%BB%B6.md
	https://github.com/renguangwei4github/Python-100-Days#day53---短信和邮件
异步任务和定时任务	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day41-55/54.%E5%BC%82%E6%AD%A5%E4%BB%BB%E5%8A%A1%E5%92%8C%E5%AE%9A%E6%97%B6%E4%BB%BB%E5%8A%A1.md
	https://github.com/renguangwei4github/Python-100-Days#day54---异步任务和定时任务
单元测试和项目上线	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day41-55/55.%E5%8D%95%E5%85%83%E6%B5%8B%E8%AF%95%E5%92%8C%E9%A1%B9%E7%9B%AE%E4%B8%8A%E7%BA%BF.md
	https://github.com/renguangwei4github/Python-100-Days#day55---单元测试和项目上线
实战Flask	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day56-65
	https://github.com/renguangwei4github/Python-100-Days#day5660---实战flask
Flask入门	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day56-60/56.Flask%E5%85%A5%E9%97%A8.md
	https://github.com/renguangwei4github/Python-100-Days#day56---flask入门
模板的使用	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day56-60/57.%E6%A8%A1%E6%9D%BF%E7%9A%84%E4%BD%BF%E7%94%A8.md
	https://github.com/renguangwei4github/Python-100-Days#day57---模板的使用
表单的处理	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day56-60/58.%E8%A1%A8%E5%8D%95%E7%9A%84%E5%A4%84%E7%90%86.md
	https://github.com/renguangwei4github/Python-100-Days#day58---表单的处理
数据库操作	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day56-60/59.%E6%95%B0%E6%8D%AE%E5%BA%93%E6%93%8D%E4%BD%9C.md
	https://github.com/renguangwei4github/Python-100-Days#day59---数据库操作
项目实战	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day56-60/60.%E9%A1%B9%E7%9B%AE%E5%AE%9E%E6%88%98.md
	https://github.com/renguangwei4github/Python-100-Days#day60---项目实战
实战Tornado	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day61-65
	https://github.com/renguangwei4github/Python-100-Days#day6165---实战tornado
预备知识	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day61-65/61.%E9%A2%84%E5%A4%87%E7%9F%A5%E8%AF%86.md
	https://github.com/renguangwei4github/Python-100-Days#day61---预备知识
Tornado入门	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day61-65/62.Tornado%E5%85%A5%E9%97%A8.md
	https://github.com/renguangwei4github/Python-100-Days#day62---tornado入门
异步化	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day61-65/63.%E5%BC%82%E6%AD%A5%E5%8C%96.md
	https://github.com/renguangwei4github/Python-100-Days#day63---异步化
WebSocket的应用	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day61-65/64.WebSocket%E7%9A%84%E5%BA%94%E7%94%A8.md
	https://github.com/renguangwei4github/Python-100-Days#day64---websocket的应用
项目实战	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day61-65/65.%E9%A1%B9%E7%9B%AE%E5%AE%9E%E6%88%98.md
	https://github.com/renguangwei4github/Python-100-Days#day65---项目实战
爬虫开发	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day66-75
	https://github.com/renguangwei4github/Python-100-Days#day6675---爬虫开发
网络爬虫和相关工具	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day66-75/66.%E7%BD%91%E7%BB%9C%E7%88%AC%E8%99%AB%E5%92%8C%E7%9B%B8%E5%85%B3%E5%B7%A5%E5%85%B7.md
	https://github.com/renguangwei4github/Python-100-Days#day66---网络爬虫和相关工具
数据采集和解析	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day66-75/67.%E6%95%B0%E6%8D%AE%E9%87%87%E9%9B%86%E5%92%8C%E8%A7%A3%E6%9E%90.md
	https://github.com/renguangwei4github/Python-100-Days#day67---数据采集和解析
存储数据	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day66-75/68.%E5%AD%98%E5%82%A8%E6%95%B0%E6%8D%AE.md
	https://github.com/renguangwei4github/Python-100-Days#day68---存储数据
并发下载	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day66-75/69.%E5%B9%B6%E5%8F%91%E4%B8%8B%E8%BD%BD.md
	https://github.com/renguangwei4github/Python-100-Days#day69---并发下载
解析动态内容	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day66-75/70.%E8%A7%A3%E6%9E%90%E5%8A%A8%E6%80%81%E5%86%85%E5%AE%B9.md
	https://github.com/renguangwei4github/Python-100-Days#day70---解析动态内容
表单交互和验证码处理	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day66-75/71.%E8%A1%A8%E5%8D%95%E4%BA%A4%E4%BA%92%E5%92%8C%E9%AA%8C%E8%AF%81%E7%A0%81%E5%A4%84%E7%90%86.md
	https://github.com/renguangwei4github/Python-100-Days#day71---表单交互和验证码处理
Scrapy入门	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day66-75/72.Scrapy%E5%85%A5%E9%97%A8.md
	https://github.com/renguangwei4github/Python-100-Days#day72---scrapy入门
Scrapy高级应用	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day66-75/73.Scrapy%E9%AB%98%E7%BA%A7%E5%BA%94%E7%94%A8.md
	https://github.com/renguangwei4github/Python-100-Days#day73---scrapy高级应用
Scrapy分布式实现	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day66-75/74.Scrapy%E5%88%86%E5%B8%83%E5%BC%8F%E5%AE%9E%E7%8E%B0.md
	https://github.com/renguangwei4github/Python-100-Days#day74---scrapy分布式实现
爬虫项目实战	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day66-75/75.%E7%88%AC%E8%99%AB%E9%A1%B9%E7%9B%AE%E5%AE%9E%E6%88%98.md
	https://github.com/renguangwei4github/Python-100-Days#day75---爬虫项目实战
数据处理和机器学习	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day76-90
	https://github.com/renguangwei4github/Python-100-Days#day7690---数据处理和机器学习
机器学习基础	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day76-90/76.%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%9F%BA%E7%A1%80.md
	https://github.com/renguangwei4github/Python-100-Days#day76---机器学习基础
Pandas的应用	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day76-90/77.Pandas%E7%9A%84%E5%BA%94%E7%94%A8.md
	https://github.com/renguangwei4github/Python-100-Days#day77---pandas的应用
NumPy和SciPy的应用	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day76-90/78.NumPy%E5%92%8CSciPy%E7%9A%84%E5%BA%94%E7%94%A8
	https://github.com/renguangwei4github/Python-100-Days#day78---numpy和scipy的应用
Matplotlib和数据可视化	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day76-90/79.Matplotlib%E5%92%8C%E6%95%B0%E6%8D%AE%E5%8F%AF%E8%A7%86%E5%8C%96
	https://github.com/renguangwei4github/Python-100-Days#day79---matplotlib和数据可视化
k最近邻(KNN)分类	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day76-90/80.k%E6%9C%80%E8%BF%91%E9%82%BB%E5%88%86%E7%B1%BB.md
	https://github.com/renguangwei4github/Python-100-Days#day80---k最近邻knn分类
决策树	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day76-90/81.%E5%86%B3%E7%AD%96%E6%A0%91.md
	https://github.com/renguangwei4github/Python-100-Days#day81---决策树
贝叶斯分类	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day76-90/82.%E8%B4%9D%E5%8F%B6%E6%96%AF%E5%88%86%E7%B1%BB.md
	https://github.com/renguangwei4github/Python-100-Days#day82---贝叶斯分类
支持向量机(SVM)	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day76-90/83.%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.md
	https://github.com/renguangwei4github/Python-100-Days#day83---支持向量机svm
K-均值聚类	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day76-90/84.K-%E5%9D%87%E5%80%BC%E8%81%9A%E7%B1%BB.md
	https://github.com/renguangwei4github/Python-100-Days#day84---k-均值聚类
回归分析	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day76-90/85.%E5%9B%9E%E5%BD%92%E5%88%86%E6%9E%90.md
	https://github.com/renguangwei4github/Python-100-Days#day85---回归分析
大数据分析入门	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day76-90/86.%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E5%85%A5%E9%97%A8.md
	https://github.com/renguangwei4github/Python-100-Days#day86---大数据分析入门
大数据分析进阶	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day76-90/87.%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E8%BF%9B%E9%98%B6.md
	https://github.com/renguangwei4github/Python-100-Days#day87---大数据分析进阶
Tensorflow入门	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day76-90/88.Tensorflow%E5%85%A5%E9%97%A8.md
	https://github.com/renguangwei4github/Python-100-Days#day88---tensorflow入门
Tensorflow实战	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day76-90/89.Tensorflow%E5%AE%9E%E6%88%98.md
	https://github.com/renguangwei4github/Python-100-Days#day89---tensorflow实战
推荐系统	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day76-90/90.%E6%8E%A8%E8%8D%90%E7%B3%BB%E7%BB%9F.md
	https://github.com/renguangwei4github/Python-100-Days#day90---推荐系统
团队项目开发	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day91-100
	https://github.com/renguangwei4github/Python-100-Days#day91100---团队项目开发
团队项目开发的问题和解决方案	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day91-100/91.%E5%9B%A2%E9%98%9F%E9%A1%B9%E7%9B%AE%E5%BC%80%E5%8F%91%E7%9A%84%E9%97%AE%E9%A2%98%E5%92%8C%E8%A7%A3%E5%86%B3%E6%96%B9%E6%A1%88.md
	https://github.com/renguangwei4github/Python-100-Days#第91天团队项目开发的问题和解决方案
	https://github.com/renguangwei4github/Python-100-Days/blob/master/res/agile-scrum-sprint-cycle.png
	https://github.com/renguangwei4github/Python-100-Days/blob/master/res/company_architecture.png
	https://github.com/renguangwei4github/Python-100-Days/blob/master/res/pylint.png
《Python惯例-如何编写Pythonic的代码》	https://github.com/renguangwei4github/Python-100-Days/blob/master/Python%E6%83%AF%E4%BE%8B.md
Gitlab	https://about.gitlab.com/
Redmine	http://www.redmine.org.cn/
禅道	https://www.zentao.net/
JIRA	https://www.atlassian.com/software/jira/features
Jenkins	https://jenkins.io/
Travis-CI	https://travis-ci.org/
《团队项目开发的问题和解决方案》	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day91-100/91.%E5%9B%A2%E9%98%9F%E9%A1%B9%E7%9B%AE%E5%BC%80%E5%8F%91%E7%9A%84%E9%97%AE%E9%A2%98%E5%92%8C%E8%A7%A3%E5%86%B3%E6%96%B9%E6%A1%88.md
	https://github.com/renguangwei4github/Python-100-Days#项目选题和理解业务
	https://github.com/renguangwei4github/Python-100-Days/blob/master/res/requirements_by_xmind.png
	https://github.com/renguangwei4github/Python-100-Days/blob/master/res/uml-class-diagram.png
	https://github.com/renguangwei4github/Python-100-Days/blob/master/res/power-designer-pdm.png
Docker容器详解	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day91-100/92.Docker%E5%AE%B9%E5%99%A8%E8%AF%A6%E8%A7%A3.md
	https://github.com/renguangwei4github/Python-100-Days#第92天docker容器详解
MySQL性能优化	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day91-100/93.MySQL%E6%80%A7%E8%83%BD%E4%BC%98%E5%8C%96.md
	https://github.com/renguangwei4github/Python-100-Days#第93天mysql性能优化
网络API接口设计	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day91-100/94.%E7%BD%91%E7%BB%9CAPI%E6%8E%A5%E5%8F%A3%E8%AE%BE%E8%AE%A1.md
	https://github.com/renguangwei4github/Python-100-Days#第94天网络api接口设计
	https://github.com/renguangwei4github/Python-100-Days#第95天使用django开发商业项目day91-10095使用django开发商业项目md
	https://github.com/renguangwei4github/Python-100-Days#项目开发中的公共问题
	https://github.com/renguangwei4github/Python-100-Days#rest-api设计
理解RESTful架构	http://www.ruanyifeng.com/blog/2011/09/restful.html
RESTful API设计指南	http://www.ruanyifeng.com/blog/2014/05/restful_api.html
RESTful API最佳实践	http://www.ruanyifeng.com/blog/2018/10/restful-api-best-practices.html
RAP2	http://rap2.taobao.org/
YAPI	http://yapi.demo.qunar.com/
django-REST-framework	https://www.django-rest-framework.org/
	https://github.com/renguangwei4github/Python-100-Days#项目中的重点难点剖析
软件测试和自动化测试	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day91-100/96.%E8%BD%AF%E4%BB%B6%E6%B5%8B%E8%AF%95%E5%92%8C%E8%87%AA%E5%8A%A8%E5%8C%96%E6%B5%8B%E8%AF%95.md
	https://github.com/renguangwei4github/Python-100-Days#第96天软件测试和自动化测试
	https://github.com/renguangwei4github/Python-100-Days#单元测试
	https://github.com/renguangwei4github/Python-100-Days#项目部署
	https://github.com/renguangwei4github/Python-100-Days#性能测试
	https://github.com/renguangwei4github/Python-100-Days#自动化测试
电商网站技术要点剖析	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day91-100/97.%E7%94%B5%E5%95%86%E7%BD%91%E7%AB%99%E6%8A%80%E6%9C%AF%E8%A6%81%E7%82%B9%E5%89%96%E6%9E%90.md
	https://github.com/renguangwei4github/Python-100-Days#第97天电商网站技术要点剖析
项目部署上线和性能调优	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day91-100/98.%E9%A1%B9%E7%9B%AE%E9%83%A8%E7%BD%B2%E4%B8%8A%E7%BA%BF%E5%92%8C%E6%80%A7%E8%83%BD%E8%B0%83%E4%BC%98.md
	https://github.com/renguangwei4github/Python-100-Days#第98天项目部署上线和性能调优
面试中的公共问题	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day91-100/99.%E9%9D%A2%E8%AF%95%E4%B8%AD%E7%9A%84%E5%85%AC%E5%85%B1%E9%97%AE%E9%A2%98.md
	https://github.com/renguangwei4github/Python-100-Days#第99天面试中的公共问题
Python面试题集	https://github.com/renguangwei4github/Python-100-Days/blob/master/Day91-100/100.Python%E9%9D%A2%E8%AF%95%E9%A2%98%E9%9B%86.md
	https://github.com/renguangwei4github/Python-100-Days#第100天python面试题集
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