数据十诫(3)

原文来自决战大数据升级版(第一章)

数据十诫有的灵感来自老師的笔记。特别是十诫中的第二条,假设数据都可以被获取去思考问题,对我于其有启发。在我的大数据路上,十诫有几个不同的版本,其实都是为了方便自己总结经验。十年过后的今天(2021年)发觉其中有数条原则还是历久常新。

下面是老师(Andreas Weigend)英文笔记的原文部分,为了不改变原意所以我不作翻译:

10 Commandments (其中前三条)

Mindset is key in the data revolution!

1, Start with the problem, not with the data

PHAME Empowering to actually do it

2. Share data to get data

Market structure / Free rider Creative economics

Data promiscuity / Most smart ppl don’t work here

Liberate your data

3. Align interests of all parties

This is the only thing that works in the long termExample: Google adwords: Ads are ranked by expected revenue for Google, creating an incentive for advertiser to be good (if the text is awesome, google shows the ad higher up on the page since it is more people will click on it)Incentive alignment more powerful than legal contracts