big data: hacking complexity - digital for business
DESCRIPTION
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.TRANSCRIPT
BIG DATA: HACKING COMPLEXITY
Leonardo Camiciotti / Christian Racca TOP-IX May 2013
@pendolare@i_realize@digital_fest#BIGDIVE2013
Christian RaccaDesign Engineer @ TOP-IX
Leonardo CamiciottiDevt. Program Manager @ TOP-IX
#BIGDATA
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
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WHAT LIES BEYOND THE
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PEAK OF EXPECTATION ?
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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WE LIVE IN A WORLD OF COMPLEX SYSTEMS
(AND WE ARE PART OF IT)
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BUT WE KNOW BY CREATING AND CONNECTING SINGLE FRAGMENTS OF REALITY
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BIG DATA (REVOLUTION) IS MAKING EXPLICIT INTRINSIC COMPLEX TEXTURES AND BEHAVIOURS
writing printing digitalizationTOP-IX / DIGITAL FESTIVAL 2013
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THE SCIENTIFIC CHALLENGE IS NOW TO CREATE MEANINGFUL MOSAICS BY MASTERING DIGITAL DATA.
BIG DATA IS TOO BIG TO IGNORE
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WHY NOW?
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FORCESHPC / High Performance ComputingCloudOpen SourceStorage cost reductionThe rise of Data Science
SOURCESThe always-on consumerSocial NetworksThe Open Data movementSmart Cities monitoringKnowledge digitalization process
BIG DATABusiness intelligence
Energy Public Administration
Education
Crime
Logistics
Internet of things
Finance
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WITH ENOUGH DATA, THE NUMBERS SPEAK FOR THEMSELVES (CHRIS ANDERSON)
DEMYSTIFYING BIG DATA
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TRUE
FALSE
DATAIS NOT A BUSINESS MODEL
DEMYSTIFYING BIG DATA
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TRUE
FALSE
BIG DATA IS ABOUT THE SIZE OF THE DATASET
DEMYSTIFYING BIG DATA
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TRUE
FALSE
BIG DATA CAN CONNECT DATAAND DECISIONS
DEMYSTIFYING BIG DATA
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TRUE
FALSE
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
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BIG DATA NEEDS
STANDARDS/COLLABORATIONGOVERNMENT SUPPORTLOTS OF STARTUPSDATA SCIENTISTS
DEVELOPMENT
VISUALIZATION
SCIENCE
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BIG DIVE 2012
FIRST EDITION HIGHLIGHTS
8 DIFFERENT NATIONALITIES 90% OF DIVERS RECOMMEND BIG DIVE
20 DIVERS
THE
END
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.
BOOKThe Business Case for Big Data by Phil Simon. Published by John Wiley & Sons, March 2013.
PAPERToo Big to Ignore by By James Guszcza, David Steier, John Lucker, Vivekanand Gopalkrishnan, Harvey Lewis Published January 31, 2013
USEFUL LINKShttp://blogs.gartner.com/svetlana-sicular/big-data-is-falling-into-the-trough-of-disillusionment/http://wikibon.org/blog/big-data-infographics/
VIDEOShttp://www.google.com/glass/start/how-it-feels/