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Title: GitHub - CapAllen/DAND_VIP_Class: Udacity-DAND-VIP入门课程 每周导学及项目

Open Graph Title: GitHub - CapAllen/DAND_VIP_Class: Udacity-DAND-VIP入门课程 每周导学及项目

X Title: GitHub - CapAllen/DAND_VIP_Class: Udacity-DAND-VIP入门课程 每周导学及项目

Description: Udacity-DAND-VIP入门课程 每周导学及项目. Contribute to CapAllen/DAND_VIP_Class development by creating an account on GitHub.

Open Graph Description: Udacity-DAND-VIP入门课程 每周导学及项目. Contribute to CapAllen/DAND_VIP_Class development by creating an account on GitHub.

X Description: Udacity-DAND-VIP入门课程 每周导学及项目. Contribute to CapAllen/DAND_VIP_Class development by creating an account on GitHub.

Opengraph URL: https://github.com/CapAllen/DAND_VIP_Class

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https://patch-diff.githubusercontent.com/CapAllen/DAND_VIP_Class#数据分析入门班导学及项目
https://patch-diff.githubusercontent.com/CapAllen/DAND_VIP_Class#说明
Udacityhttps://cn.udacity.com/
https://patch-diff.githubusercontent.com/CapAllen/DAND_VIP_Class#文件快链
https://patch-diff.githubusercontent.com/CapAllen/DAND_VIP_Class#每周导学
先导-Anaconda、JupyterNotebook与Spyder安装与使用https://www.capallen.top/2018/Anaconda%E9%85%8D%E7%BD%AE.html
第一周-项目一https://www.capallen.top/2018/%E7%AC%AC%E4%B8%80%E5%91%A8-%E9%A1%B9%E7%9B%AE%E4%B8%80.html
第二周-python基础https://www.capallen.top/2018/python%E5%85%A5%E9%97%A8.html
第三周-Numpy&Pandashttps://www.capallen.top/2018/Numpy%E5%92%8CPandas%E5%9F%BA%E7%A1%80.html
第四周-项目二https://www.capallen.top/2018/%E9%A1%B9%E7%9B%AE%E4%BA%8C.html
第五周-阶段总结&项目二优化https://www.capallen.top/2018/%E7%AC%AC%E4%BA%94%E5%91%A8%E5%AF%BC%E5%AD%A6.html
第六周-数据分析过程https://www.capallen.top/2018/%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90%E8%BF%87%E7%A8%8B.html
第六周-Pandas数据融合https://www.capallen.top/2018/Pandas%E6%95%B0%E6%8D%AE%E8%9E%8D%E5%90%88.html
第七周-可视化https://www.capallen.top/2018/Matplotlib%E5%8F%AF%E8%A7%86%E5%8C%96.html
第八周-TMDb数据分析https://www.capallen.top/2018/TMDB%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90.html
第八周-FBI枪支数据分析https://www.capallen.top/2018/FBI%E6%9E%AA%E6%94%AF%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90.html
第九周-P3阶段总结https://www.capallen.top/2018/P3%E9%98%B6%E6%AE%B5%E6%80%BB%E7%BB%93.html
第十周-统计学基础https://www.capallen.top/2018/Basic-statistic-in-Data-Analysis.html
第十一周-统计学进阶https://www.capallen.top/2018/Advanced-statistic-in-Data-Analysis.html
第十二周-项目四https://www.capallen.top/2018/%E9%A1%B9%E7%9B%AE%E5%9B%9B.html
SQL应知应会https://www.capallen.top/2018/SQL-basic.html
https://patch-diff.githubusercontent.com/CapAllen/DAND_VIP_Class#qa
第一期(2019-11-03更新)https://patch-diff.githubusercontent.com/CapAllen/DAND_VIP_Class/blob/master/%E6%AF%8F%E5%91%A8%E7%AD%94%E7%96%91/%E7%AC%AC%E4%B8%80%E5%91%A8(2019-11-3%E6%9B%B4%E6%96%B0).md
https://patch-diff.githubusercontent.com/CapAllen/DAND_VIP_Class#拓展参考
SQL Cookbook(中文版)https://github.com/CapAllen/DAND_VIP_Class/blob/master/%E6%8B%93%E5%B1%95%E5%8F%82%E8%80%83/SQL.Cookbook(%E4%B8%AD%E6%96%87%E7%89%88).pdf
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统计思维：程序员数学之概率统计https://github.com/CapAllen/DAND_VIP_Class/blob/master/%E6%8B%93%E5%B1%95%E5%8F%82%E8%80%83/%E7%BB%9F%E8%AE%A1%E6%80%9D%E7%BB%B4%EF%BC%9A%E7%A8%8B%E5%BA%8F%E5%91%98%E6%95%B0%E5%AD%A6%E4%B9%8B%E6%A6%82%E7%8E%87%E7%BB%9F%E8%AE%A1.pdf
Python for Data Analysis, 2nd Editionhttps://github.com/CapAllen/DAND_VIP_Class/blob/master/%E6%8B%93%E5%B1%95%E5%8F%82%E8%80%83/Python%20for%20Data%20Analysis%2C%202nd%20Edition.pdf
一个学习+刷题的SQL网站：SQLZOOhttps://sqlzoo.net/
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