DS Analytics准备阶段的资料

楼主background统计，location湾区，之前在bank，主要就是logistics/SAS，怕入坑SAS太久无法出坑，跳了DS~~~给大家分享一些DS Analytics准备阶段的资料~~~求大米~~~
DS Analytics 主要就是Product/SQL/基本概率，不用刷算法~~~

SQL
https://www.udemy.com/the-complete-sql-bootcamp/

https://www.w3schools.com/sql/

https://mode.com/sql-tutorial/introduction-to-sql/

https://leetcode.com/problemset/database/


Product Design
. ----https://classroom.udacity.com/courses/ud509


AB Test
https://classroom.udacity.com/courses/ud257

https://classroom.udacity.com/courses/ud979


概率统计
https://newonlinecourses.science.psu.edu/stat414/


Python/Machine Learning
https://www.udemy.com/complete-python-bootcamp/

https://www.udemy.com/python-for ... -learning-bootcamp/


另外地里也有很多DS准备资料贴和面经，大家可以多多借鉴~~
https://www.1point3acres.com/bbs/thread-318082-1-1.html

https://www.1point3acres.com/bbs/thread-295085-1-1.html

https://www.1point3acres.com/bbs ... display&fid=259



SQLhttps://www.udemy.com/the-comple ... et/database/Product Designhttps://classroom.udacity.com/courses/ud509AB Testhttps://classroom.udacity.com/courses/ud257[url]https://classroom.udacity.com/courses/ud979[/url]概率统计https://newonlinecourses.science.psu.edu/stat414/Python/Machine Learninghttps://www.udemy.com/complete-p ... -learning-bootcamp/另外地里也有很多DS准备资料贴和面经，大家可以多多借鉴~~https://www.1point3acres.com/bbs/thread-318082-1-1.html[url]https://www.1point3acres.com/bbs/thread-295085-1-1.htmlhttps://www.1point3acres.com/bbs/forum.php?mod=forumdisplay&fid=259[/url]

谢谢楼主分享，有用的信息！

想问一下，准备面试阶段，是否需要准备自己做的projects？
那是自学DS 的话，哪里能找些projects呢？online courses上的projects特别简单，感觉面试上讲比较肤浅

非常感谢！正愁不知道怎么准备。还想问一下，如果找到data analytic的工作，有可能转data science吗，或者data analytic再往上是什么title呢，谢谢！

貌似最后粘贴错误。。。出现乱码了。。。貌似无法重新编辑。。。

Thanks for sharing! Very useful!

十分感谢！！！非常有用

Thanks for sharing!!

thx for sharing！！

thanks for sharing!

Thank you for sharing!

感谢分享，马住

Thanks for sharing