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[DataScience] full stack data scientist skill map infographic

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小K 发表于 2014-11-19 05:25:11 | 显示全部楼层 |阅读模式

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http://blog.datacamp.com/how-to- ... ign=COnway%20launch
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DATA SCIENCE, R
HOW TO BECOME A DATA SCIENTIST IN 8 EASY STEPS: THE INFOGRAPHICNOVEMBER 10, 2014 DATACAMP
This post was written by the team behind DataCamp, the online interactive learning platform for Data Science.  
After being dubbed “sexiest job of the 21st Century” by Harvard Business Review, data scientists have stirred the interest of the general public. Many people are intrigued by this job, namely because the name has an interesting ring to it. But it is exactly the name that also raises a lot of questions. Because what is a data scientist and what do data scientists do exactly? Many of us who devote their lives to data science have frequently been confronted with questions like these.
The answers to these questions are mostly not as straightforward as you would expect: a short search on Google with the string of words “How to become a data scientist” shows that the concept has different meanings to different people. In addition, many articles Indeed suggest various tools, courses and applications for people to become a data scientist, and with good reason: the options are unlimited. But let’s face it, for someone that is not familiar with the field, this advice may sometimes seem like a jungle of information. What’s more, they could work demotivating: the descriptions are sometimes fearfully long and the many details often hit the readers as an overwhelming avalanche.
DataCamp’s Guide to Becoming a Data Scientist
With all this in mind, DataCamp decided to help those who can’t see the forest for the trees: we designed a step-by-step infographic that clearly outlines how you can become a data scientist in 8 easy steps.  This visual guide is meant for everyone that is interested in learning data science or for everyone that has already become a data scientist but wants some additional resources for further perfection.  The infographic is called “Become a data scientist in 8 easy steps”. Have a look at it!

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If you are thinking about becoming a data scientist, do not be taken aback by the eight steps that are presented in the infographic. We would like to emphasize that becoming a data scientist takes time and personal investment, but that the journey is everything but dull! And don’t forget, there are plenty of courses available to set you on the right way.
If you are already a data scientist, drop us a line at[url=mailto:%20info@datacamp.com]info@datacamp.com[/url] if you think of other steps that you have undertaken in your professional journey.
Feel free to share!

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 楼主| 小K 发表于 2014-11-19 05:29:00 | 显示全部楼层
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Warald_一亩三分地
倒是不太同意关于2 learn to code的部分.鏈枃鍘熷垱鑷1point3acres璁哄潧
只用SAS, SPSS hardly makes you a data scientist, at least it hugely narrows your prospects in job search

其他提到的部分也感觉太浅了
可能是给没有本科学位的人用来入门的?
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liusicong999 发表于 2014-11-19 06:16:45 | 显示全部楼层
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小K 发表于 2014-11-19 05:29
. From 1point 3acres bbs倒是不太同意关于2 learn to code的部分
只用SAS, SPSS hardly makes you a data scientist, at least it  ...
. 鐗涗汉浜戦泦,涓浜╀笁鍒嗗湴
或者说对没有编程基础的人入门的
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 楼主| 小K 发表于 2014-11-19 08:17:18 | 显示全部楼层
嗯,反正这个列表居然称full stack
感觉吹牛感太强。。。。。

不管独立不独立就做个t-test然后就号称自己会建模会统计,懂inference的人不要太多
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cinkie 发表于 2014-11-19 13:28:57 | 显示全部楼层
这个感觉只能算是intro level吧...
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 楼主| 小K 发表于 2014-11-19 14:45:33 | 显示全部楼层
cinkie 发表于 2014-11-18 21:28. visit 1point3acres.com for more.
这个感觉只能算是intro level吧...

是的。贴完后我也发现了
过分浅。
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beflew 发表于 2014-11-19 18:48:57 | 显示全部楼层
基础的统计学知识+基础的coding能力+基础的大数据意识。。
感觉这就是我本科专业的课程设置啊。。统计学到基础的降维聚类时间序列,coding学一些基础的算法和基础的java EE开发,然后有一些类似于知识发现、人工智能之类的课程。。. 鍥磋鎴戜滑@1point 3 acres
我觉得我的本科专业稍微换两门课就可以改名叫data science了==
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