talking about most_sexy_job_in_the_city

Talking about the most

Sexy JobA data

scientist... 0Talking about the most

Sexy Job

Talking about the

most Sexy Job

Before we start...

Randal Munroe

Coye Cheshire

Nate Silver

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most Sexy Job

Big data big data big data big data big data big datA

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Correlation is “not” causation

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Correlation is causation?

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Or causation because of extrapolation?

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And then finding/ inventing the prediction

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Significant-not significant-Significant-not significant

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SO WHAT THIS DATA Voodoo IS DOING IN PRACTICE?PART: 1

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SO WHAT THIS DATA Voodoo IS DOING IN PRACTICE?PART: 2

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SO WHAT THIS DATA Voodoo IS DOING IN PRACTICE?(slight detour...)

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most Sexy Job

SO WHAT THIS DATA Voodoo IS DOING IN PRACTICE?(slight detour...)

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SO WHAT THIS DATA Voodoo IS DOING IN PRACTICE?Part 3

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SO WHAT THIS DATA Voodoo IS DOING IN PRACTICE?Part 4

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(Reduce)^n the Reduced (map)^n after (combining)^m

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Generalization but trust me it’s not too much?

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Do u wanna see a real fight?

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I cant believe it too...

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All believe in equilibrium but winner takes it all!

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But is not economics all about ideals...

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Asymmetric and incomplete information

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Asymmetric and incomplete information (historically)

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Chance of everything is between zero and one

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What guru Bayes taught us?

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What lesson time has for us?

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And finally what causes what?

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So how easy is it?

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and how does it work out?

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and how does it work out?

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Therefore, lets plan the action

Must Have:Know what SH*t (question) you are asking and why…common sense, statistics, economics, domain knowledgeIdea of how to get to the “aha” point…learn to data collection, data cleaning, data analysis, data modeling, data visualizationKnow how to tell the world what the hell you have done…storytelling 101

Must Have:SQL, Python/ PERL, R, Hive, PIG, HADOOP, DatabaseMS Office... Ahoy!Good to have:Web Tech, Data Vis, OS

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Thanks to...Googleandrew ngjosh bloom

**all images I used, are retrieved via google image search and used for complete academic non profit purpose...

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Lets call it off...

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most Sexy Job