La globalizzazione, lo sviluppo delle tecnologie ed il moltiplicarsi delle interazioni sociali virtuali stanno delineando, in maniera sempre più chiara, i tratti di quella che è definita “l’era della complessità”. In tale contesto il volume di dati prodotti dai social networks, dalle reti di sensori intelligenti e dai log dei sistemi informativi aziendali (a cui deve essere aggiunto l'output del processo costante di digitalizzazione della conoscenza) si configura come asset imprescindibile per tutti i settori di attività (i.e. pubblica amministrazione, industria, etc.). D'altra parte un anno di "hype mediatico" attorno al tema ha efficacemente dimostrato come la disponibilità dei dati grezzi non sia fonte diretta di valore: "data don't speak from themselves"! L'intervento mira a sensibilizzare i partecipanti sul tema, sottolineando la necessità immediata di "use cases" e definendo una catena del valore per i (BIG) DATA. In chiusura sarà presentata l'esperienza di Big Dive: corso di formazione per data scientist organizzato a Torino, giunto quest'anno alla sua seconda edizione.
3. Data is the new oil.
Big data is different1.
Big data is a management revolution2.
Big data is the next frontier for innovation,
competition, and productivity3.
Big data makes the scientific method obsolete4.
BIG DATA IS HYPE
TOP-IX / DIGITAL FESTIVAL 2013
5. A complex system is a system composed of
interconnected parts that as a whole
exhibit one or more properties (behavior
among the possible properties) not obvious
from the properties of the individual parts.
[Wikipedia]
LET’S JUMP INTO SCIENCE
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6. WE LIVE IN A WORLD OF
COMPLEX SYSTEMS
(AND WE ARE PART OF IT)
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7. BUT WE KNOW BY CREATING
AND CONNECTING SINGLE
FRAGMENTS OF REALITY
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8. BIG DATA (REVOLUTION) IS
MAKING EXPLICIT INTRINSIC
COMPLEX TEXTURES AND
BEHAVIOURS
writing printing digitalization
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9. TOP-IX / DIGITAL FESTIVAL 2013
THE SCIENTIFIC CHALLENGE
IS NOW TO CREATE
MEANINGFUL MOSAICS BY
MASTERING DIGITAL DATA.
10. BIG DATA IS TOO BIG TO IGNORE
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11. WHY NOW?
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FORCES
HPC / High Performance Computing
Cloud
Open Source
Storage cost reduction
The rise of Data Science
SOURCES
The always-on consumer
Social Networks
The Open Data movement
Smart Cities monitoring
Knowledge digitalization process
13. WITH ENOUGH DATA,
THE NUMBERS SPEAK
FOR THEMSELVES
(CHRIS ANDERSON)
DEMYSTIFYING BIG DATA
TOP-IX / DIGITAL FESTIVAL 2013
TRUE
FALSE
14. DATA
IS NOT
A BUSINESS MODEL
DEMYSTIFYING BIG DATA
TOP-IX / DIGITAL FESTIVAL 2013
TRUE
FALSE
15. BIG DATA IS ABOUT
THE SIZE OF THE
DATASET
DEMYSTIFYING BIG DATA
TOP-IX / DIGITAL FESTIVAL 2013
TRUE
FALSE
16. BIG DATA
CAN CONNECT DATA
AND DECISIONS
DEMYSTIFYING BIG DATA
TOP-IX / DIGITAL FESTIVAL 2013
TRUE
FALSE
17. It took 50 years for organization to fully
leverage transaction systems... we can't
imagine that data revolution happens in a
while.
40% of major business decisions are based on
instinct and not on data - Accenture study
REVOLUTIONS TAKE TIME
TOP-IX / DIGITAL FESTIVAL 2013
23. 1 Thomas H. Davenport, Paul Barth, and Randy Bean. “How Big Data is Different," MIT Sloan Management Review, July 30, 2012
2 Andrew McAfee and Erik Brynjolfsson. “Big Data: The Management Revolution”, Harvard Business Review, Octo- ber 2012
3 “Big Data: The Next Frontier for Innovation, Competition, and Productivity,” McKinsey Global Institute.>.
4 Chris Anderson. “The End of Theory: Big Data Makes the Scientific Method Obsolete,” Wired, June 2008.
BOOK
The Business Case for Big Data by Phil Simon. Published by John Wiley & Sons, March 2013.
PAPER
Too Big to Ignore by By James Guszcza, David Steier, John Lucker, Vivekanand Gopalkrishnan, Harvey Lewis Published January 31, 2013
USEFUL LINKS
http://blogs.gartner.com/svetlana-sicular/big-data-is-falling-into-the-trough-of-disillusionment/
http://wikibon.org/blog/big-data-infographics/
VIDEOS
http://www.google.com/glass/start/how-it-feels/