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BIG DATA – ЧТО ЭТО?
И КАК BIG DATA
ПРИМЕНЯЕТСЯ В
СОВРЕМЕННОМ
МАРКЕТИНГЕ
АНДЖЕЙ АРШАВСКИЙ
CEO, DSL
20 ОКТЯБРЯ 2013
WHAT	
  IS	
  BIG	
  DATA	
  ?	
  
?	
  
?	
  
?	
  
USUAL	
  DATA	
  

BIG	
  DATA	
  

“Conven3onal	
  
business	
  processes”	
  

“Innova3ons”	
  

• 
• 
• 
• 

Clear	
  goal	
  
Clear	
  how	
  to	
  use	
  	
  
Clear	
  format	
  
Structured	
  format	
  

• 
• 
• 
• 
• 

Unclear	
  purpose	
  
Unclear	
  how	
  to	
  use	
  it	
  
Unclear	
  format	
  
Unstructured	
  format	
  
Unstructured	
  format	
  
BIG	
  DATA	
  =	
  
TECHNOLOGIES	
   +	
   SPECIALISTS	
  
Technologies	
   which	
   capable	
   to	
  
work	
   with	
   data	
   within	
   consistent	
  
:me	
   frames	
   using	
   distributed	
  
environments	
   or	
   cloud	
   based	
  
services	
  (mostly	
  NoSQL,	
  Cloud)	
  

Technical	
   specialists,	
   capable	
   to	
  
understand	
   business	
   goals	
   and	
  
improve	
   business	
   processes	
   using	
  
analy:cs	
   of	
   diverse,	
   distributed	
  
and	
  	
  large	
  data	
  volumes	
  using	
  both	
  
SQL	
  and	
  NoSQL	
  tools	
  
Data	
  Scien:st	
  
	
  Skills	
  
•  Domain	
  knowledge	
  (i.e.	
  Industry	
  specific	
  processes	
  where	
  
analy:c	
  are	
  applied)	
  
•  Commercial	
  acumen/	
  Strategic	
  
•  Customer-­‐centric	
  
•  Problem-­‐solving	
  skills	
  
•  Communica:on	
  skills	
  (story-­‐telling)	
  
•  Curiosity	
  (willingness	
  to	
  challenge	
  the	
  status	
  quo)	
  
•  Technology	
  /	
  data	
  
•  Analy:cal	
  skill-­‐set	
  
•  Mathema:cs	
  /	
  sta:s:cs	
  (including	
  experimental	
  design)	
  
	
  
BIG	
  DATA	
  В	
  
ПОВСЕДНЕВНОМ	
  
БИЗНЕСЕ	
  
BIG	
  DATA	
  &	
  MARKETING	
  
Passive	
  stage	
  

Trigger	
  

PURCHASE	
  

Ac:ve	
  Stage	
  
BUSINES	
  CASE:	
  	
  
BIG	
  DATA	
  &MARKETING	
  
• 
• 
• 
• 

The	
  majority	
  of	
  online	
  users	
  are	
  now	
  cross-­‐plaaorm	
  
They	
  are	
  spending	
  more	
  :me	
  with	
  digital	
  content	
  across	
  mul:ple	
  devices	
  
Engagement	
  with	
  content	
  varies	
  by	
  plaaorm	
  :me	
  of	
  day	
  
Key	
  audiences	
  engage	
  with	
  content	
  differently	
  across	
  PC,	
  Smartphones	
  and	
  Tablets	
  

We	
  can	
  foresee	
  now	
  the	
  Revolu:on	
  of	
  new	
  technologies,	
  which	
  capable	
  to	
  track	
  
consumer	
  behavior	
  across	
  all	
  marke:ng	
  touchpoints	
  (cros-­‐device,	
  cross-­‐chanel)	
  and	
  
provide	
  marketers	
  with	
  insights	
  to	
  op:mize	
  campaigns	
  business	
  success.	
  
Real	
  Time	
  Bidding	
  systems	
  	
  
Адрес:
Москва, м. Аэропорт,
Чапаевский пер., д. 14, 3 подъезд

Контакты:
www.digsolab.ru
support@digsolab.com
+ 7 499 213 00 14

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WHAT IS BIG DATA? AND HOW IT APPLIED IN MODERN MARKETING

  • 1. BIG DATA – ЧТО ЭТО? И КАК BIG DATA ПРИМЕНЯЕТСЯ В СОВРЕМЕННОМ МАРКЕТИНГЕ АНДЖЕЙ АРШАВСКИЙ CEO, DSL 20 ОКТЯБРЯ 2013
  • 2. WHAT  IS  BIG  DATA  ?  
  • 3.
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  • 7. USUAL  DATA   BIG  DATA   “Conven3onal   business  processes”   “Innova3ons”   •  •  •  •  Clear  goal   Clear  how  to  use     Clear  format   Structured  format   •  •  •  •  •  Unclear  purpose   Unclear  how  to  use  it   Unclear  format   Unstructured  format   Unstructured  format  
  • 8. BIG  DATA  =   TECHNOLOGIES   +   SPECIALISTS   Technologies   which   capable   to   work   with   data   within   consistent   :me   frames   using   distributed   environments   or   cloud   based   services  (mostly  NoSQL,  Cloud)   Technical   specialists,   capable   to   understand   business   goals   and   improve   business   processes   using   analy:cs   of   diverse,   distributed   and    large  data  volumes  using  both   SQL  and  NoSQL  tools  
  • 9. Data  Scien:st    Skills   •  Domain  knowledge  (i.e.  Industry  specific  processes  where   analy:c  are  applied)   •  Commercial  acumen/  Strategic   •  Customer-­‐centric   •  Problem-­‐solving  skills   •  Communica:on  skills  (story-­‐telling)   •  Curiosity  (willingness  to  challenge  the  status  quo)   •  Technology  /  data   •  Analy:cal  skill-­‐set   •  Mathema:cs  /  sta:s:cs  (including  experimental  design)    
  • 10.
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  • 12. BIG  DATA  В   ПОВСЕДНЕВНОМ   БИЗНЕСЕ  
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  • 17. BIG  DATA  &  MARKETING   Passive  stage   Trigger   PURCHASE   Ac:ve  Stage  
  • 18. BUSINES  CASE:     BIG  DATA  &MARKETING   •  •  •  •  The  majority  of  online  users  are  now  cross-­‐plaaorm   They  are  spending  more  :me  with  digital  content  across  mul:ple  devices   Engagement  with  content  varies  by  plaaorm  :me  of  day   Key  audiences  engage  with  content  differently  across  PC,  Smartphones  and  Tablets   We  can  foresee  now  the  Revolu:on  of  new  technologies,  which  capable  to  track   consumer  behavior  across  all  marke:ng  touchpoints  (cros-­‐device,  cross-­‐chanel)  and   provide  marketers  with  insights  to  op:mize  campaigns  business  success.  
  • 19.
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  • 21. Real  Time  Bidding  systems    
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  • 23. Адрес: Москва, м. Аэропорт, Чапаевский пер., д. 14, 3 подъезд Контакты: www.digsolab.ru support@digsolab.com + 7 499 213 00 14