Predictive Analytics in the Cloud - The Art of the Possible
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Transcript of Predictive Analytics in the Cloud - The Art of the Possible
Predictive Analytics in the Cloud - The Art of the Possible
@tonyquartararo
why people do what they do where they do it?
how can we anticipate (predict) this with greater confidence, precision & accuracy at
any scale for any geography over time?
what data + model is needed to succeed?
what does it mean to shift from reactive to predictive?
• Demographics
• Economy
• Education
• Ethnicity
• Groups
• Land-Use
boiling the ocean• Language
• Medical / Health
• Religion
• Climate
• Significant Events
• Transportation
• Communications
wwhgd.org
the premise
2nd & Laws of Thermodynamicshttp://en.wikipedia.org/wiki/laws_of_thermodynamics
•highly complex variables•data fidelity & currency•rate of change accelerates
unevenly•business models
(monetization)•big data (25 zettabytes by
2020)
obstacles to success
•open vs. proprietary vs. interoperability
•enterprise vs. SaaS vs. hybrids•mobile devices as producer &
consumer •data disparity across geographies•UX is everything...
obstacles to success
did i mention big, big data
the solution
chaos theory + data + math + GEOINT + internet + UX
credit: @mapbox
credit: @mapbox
• natural events
• economics• geopolitics• climate• migration• food
security
July 2012
August 2012
Sept 2012
Oct 2012
Nov 2012
Jan 2013
July 2013
or something like this
http://hint.fm/wind