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Title: GitHub - ThingsEngine/Python-100-Days: Python - 100 day training

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Description: Python - 100 day training. Contribute to ThingsEngine/Python-100-Days development by creating an account on GitHub.

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Django快速上手	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day41-55/41.Django%E5%BF%AB%E9%80%9F%E4%B8%8A%E6%89%8B.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day41---django快速上手
深入模型	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day41-55/42.%E6%B7%B1%E5%85%A5%E6%A8%A1%E5%9E%8B.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day42---深入模型
静态资源和Ajax请求	https://patch-diff.githubusercontent.com/ThingsEngine/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://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day43---静态资源和ajax请求
Cookie和Session	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day41-55/44.Cookie%E5%92%8CSession.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day44---cookie和session
报表和日志	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day41-55/45.%E5%88%B6%E4%BD%9C%E6%8A%A5%E8%A1%A8.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day45---报表和日志
日志和调试工具栏	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day41-55/46.%E6%97%A5%E5%BF%97%E5%92%8C%E8%B0%83%E8%AF%95%E5%B7%A5%E5%85%B7%E6%A0%8F.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day46---日志和调试工具栏
中间件的应用	https://patch-diff.githubusercontent.com/ThingsEngine/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://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day47---中间件的应用
前后端分离开发入门	https://patch-diff.githubusercontent.com/ThingsEngine/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://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day48---前后端分离开发入门
RESTful架构和DRF入门	https://patch-diff.githubusercontent.com/ThingsEngine/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://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day49---restful架构和drf入门
RESTful架构和DRF进阶	https://patch-diff.githubusercontent.com/ThingsEngine/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://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day50---restful架构和drf进阶
使用缓存	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day41-55/51.%E4%BD%BF%E7%94%A8%E7%BC%93%E5%AD%98.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day51---使用缓存
接入三方平台	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day41-55/52.%E6%8E%A5%E5%85%A5%E4%B8%89%E6%96%B9%E5%B9%B3%E5%8F%B0.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day52---接入三方平台
异步任务和定时任务	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day41-55/53.%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://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day53---异步任务和定时任务
单元测试	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day41-55/54.%E5%8D%95%E5%85%83%E6%B5%8B%E8%AF%95.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day54---单元测试
项目上线	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day41-55/55.%E9%A1%B9%E7%9B%AE%E4%B8%8A%E7%BA%BF.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day55---项目上线
用FastAPI开发数据接口	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day56-60/56-60.%E7%94%A8FastAPI%E5%BC%80%E5%8F%91%E6%95%B0%E6%8D%AE%E6%8E%A5%E5%8F%A3.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day5660---用fastapi开发数据接口
爬虫开发	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day61-65
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day6165---爬虫开发
网络数据采集概述	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day61-65/61.%E7%BD%91%E7%BB%9C%E6%95%B0%E6%8D%AE%E9%87%87%E9%9B%86%E6%A6%82%E8%BF%B0.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day61---网络数据采集概述
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day62---数据抓取和解析
使用requests三方库实现数据抓取	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day61-65/62.%E7%94%A8Python%E8%8E%B7%E5%8F%96%E7%BD%91%E7%BB%9C%E8%B5%84%E6%BA%90-1.md
页面解析的三种方式	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day61-65/62.%E7%94%A8Python%E8%A7%A3%E6%9E%90HTML%E9%A1%B5%E9%9D%A2-2.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day63---python中的并发编程
多线程	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day61-65/63.Python%E4%B8%AD%E7%9A%84%E5%B9%B6%E5%8F%91%E7%BC%96%E7%A8%8B-1.md
多进程	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day61-65/63.Python%E4%B8%AD%E7%9A%84%E5%B9%B6%E5%8F%91%E7%BC%96%E7%A8%8B-2.md
异步I/O	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day61-65/63.Python%E4%B8%AD%E7%9A%84%E5%B9%B6%E5%8F%91%E7%BC%96%E7%A8%8B-3.md
使用Selenium抓取网页动态内容	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day61-65/64.%E4%BD%BF%E7%94%A8Selenium%E6%8A%93%E5%8F%96%E7%BD%91%E9%A1%B5%E5%8A%A8%E6%80%81%E5%86%85%E5%AE%B9.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day64---使用selenium抓取网页动态内容
爬虫框架Scrapy简介	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day61-65/65.%E7%88%AC%E8%99%AB%E6%A1%86%E6%9E%B6Scrapy%E7%AE%80%E4%BB%8B.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day65---爬虫框架scrapy简介
数据分析	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day66-80
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day6680---数据分析
数据分析概述	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day66-80/66.%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E6%A6%82%E8%BF%B0.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day66---数据分析概述
环境准备	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day66-80/67.%E7%8E%AF%E5%A2%83%E5%87%86%E5%A4%87.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day67---环境准备
NumPy的应用-1	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day66-80/68.NumPy%E7%9A%84%E5%BA%94%E7%94%A8-1.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day68---numpy的应用-1
NumPy的应用-2	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day66-80/69.NumPy%E7%9A%84%E5%BA%94%E7%94%A8-2.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day69---numpy的应用-2
Pandas的应用-1	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day66-80/70.Pandas%E7%9A%84%E5%BA%94%E7%94%A8-1.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day70---pandas的应用-1
Pandas的应用-2	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day66-80/71.Pandas%E7%9A%84%E5%BA%94%E7%94%A8-2.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day71---pandas的应用-2
Pandas的应用-3	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day66-80/72.Pandas%E7%9A%84%E5%BA%94%E7%94%A8-3.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day72---pandas的应用-3
Pandas的应用-4	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day66-80/73.Pandas%E7%9A%84%E5%BA%94%E7%94%A8-4.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day73---pandas的应用-4
Pandas的应用-5	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day66-80/74.Pandas%E7%9A%84%E5%BA%94%E7%94%A8-5.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day74---pandas的应用-5
数据可视化	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day66-80/75.%E6%95%B0%E6%8D%AE%E5%8F%AF%E8%A7%86%E5%8C%96.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day75---数据可视化
概率基础	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day66-80/76.%E6%A6%82%E7%8E%87%E5%9F%BA%E7%A1%80.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day76---概率基础
相关和回归	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day66-80/77.%E7%9B%B8%E5%85%B3%E5%92%8C%E5%9B%9E%E5%BD%92.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day77---相关和回归
方差分析和参数估计	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day66-80/78.%E6%96%B9%E5%B7%AE%E5%88%86%E6%9E%90%E5%92%8C%E5%8F%82%E6%95%B0%E4%BC%B0%E8%AE%A1.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day78---方差分析和参数估计
聚类和降维	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day66-80/79.%E8%81%9A%E7%B1%BB%E5%92%8C%E9%99%8D%E7%BB%B4.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day79---聚类和降维
数据分析方法论	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day66-80/80.%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E6%96%B9%E6%B3%95%E8%AE%BA.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day80---数据分析方法论
机器学习和深度学习	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day81-90
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day8190---机器学习和深度学习
机器学习基础	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day81-90/81.%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%9F%BA%E7%A1%80.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day81---机器学习基础
k最近邻分类	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day81-90/82.k%E6%9C%80%E8%BF%91%E9%82%BB%E5%88%86%E7%B1%BB.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day82---k最近邻分类
决策树	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day81-90/83.%E5%86%B3%E7%AD%96%E6%A0%91.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day83---决策树
贝叶斯分类	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day81-90/84.%E8%B4%9D%E5%8F%B6%E6%96%AF%E5%88%86%E7%B1%BB.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day84---贝叶斯分类
支持向量机	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day81-90/85.%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day85---支持向量机
K-均值聚类	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day81-90/86.K-%E5%9D%87%E5%80%BC%E8%81%9A%E7%B1%BB.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day86---k-均值聚类
回归分析	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day81-90/87.%E5%9B%9E%E5%BD%92%E5%88%86%E6%9E%90.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day87---回归分析
深度学习入门	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day81-90/88.%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E5%85%A5%E9%97%A8.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day88---深度学习入门
PyTorch概述	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day81-90/89.PyTorch%E6%A6%82%E8%BF%B0.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day89---pytorch概述
PyTorch实战	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day81-90/90.PyTorch%E5%AE%9E%E6%88%98.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#day90---pytorch实战
团队项目开发	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day91-100
	https://patch-diff.githubusercontent.com/ThingsEngine/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://patch-diff.githubusercontent.com/ThingsEngine/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://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#第91天团队项目开发的问题和解决方案
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/res/agile-scrum-sprint-cycle.png
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/res/company_architecture.png
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/res/pylint.png
《Python惯例-如何编写Pythonic的代码》	https://patch-diff.githubusercontent.com/ThingsEngine/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://patch-diff.githubusercontent.com/ThingsEngine/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://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#项目选题和理解业务
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/res/requirements_by_xmind.png
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/res/uml-class-diagram.png
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/res/power-designer-pdm.png
Docker容器详解	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day91-100/92.Docker%E5%AE%B9%E5%99%A8%E8%AF%A6%E8%A7%A3.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#第92天docker容器详解
MySQL性能优化	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days/blob/master/Day91-100/93.MySQL%E6%80%A7%E8%83%BD%E4%BC%98%E5%8C%96.md
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#第93天mysql性能优化
网络API接口设计	https://patch-diff.githubusercontent.com/ThingsEngine/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://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#第94天网络api接口设计
	https://patch-diff.githubusercontent.com/ThingsEngine/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://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#项目开发中的公共问题
	https://patch-diff.githubusercontent.com/ThingsEngine/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://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#项目中的重点难点剖析
软件测试和自动化测试	https://patch-diff.githubusercontent.com/ThingsEngine/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://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#第96天软件测试和自动化测试
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#单元测试
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#django项目部署
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#性能测试
	https://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#自动化测试
电商网站技术要点剖析	https://patch-diff.githubusercontent.com/ThingsEngine/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://patch-diff.githubusercontent.com/ThingsEngine/Python-100-Days#第97天电商网站技术要点剖析
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