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Big	
  Data	
  in	
  Banking	
  	
  
(and	
  the	
  role	
  of	
  Data	
  Science)	
  
Cheow	
  Lan	
  Lake,	
  Thailand	
...
2
http://www.adweek.com/prnewser/how-many-times-do-the-worlds-social-media-users-click-every-minute/117427
https://www.dom...
Big	
  Data	
  Growth	
  
3
Big	
  Data	
  and	
  3	
  Vs	
  
4
http://insidebigdata.com/2014/09/22/insidebigdata-guide-big-data-finance/
Where is Big Data in Banking?
Traditional	
  Banking	
  
Traditional	
  Banking	
  
Mobile	
  Banking	
  
The	
  Internet	
  Banking	
  
Banking	
  Big	
  Data	
  Sources	
  
https://datafloq.com/read/big-data-big-business-banking-infographic/409
More	
  Big	
  Data	
  Sources	
  
https://datafloq.com/read/big-data-big-business-banking-infographic/409
IoT	
  and	
  the	
  Digital	
  Banking	
  4.0	
  
http://www.managementsolutions.com/PDF/ENG/datascience-eng.pdf
Volume	
  of	
  Big	
  Data	
  
http://www.managementsolutions.com/PDF/ENG/datascience-eng.pdf
Another?	
  
The	
  Digital	
  Banking	
  
Challenges	
  and	
  Limitations	
  
The	
  New	
  Opportunities	
  
Adopted by SAP.com
The	
  3	
  Components	
  
Adopted by SAP.com
Data Science Team
Data
New Analytic Insights
(Information, knowledge, data story)
Data Product
+ VisualizationMass Analytic Tools
Recommende...
The	
  3	
  Components	
  
Adopted by SAP.com
Data Science Team
The	
  3	
  Components	
  
Adopted by SAP.com
Data Science Team
The Role of Data Discovery
http://www.tableau.com/
Scatter	
  Matrix	
  
http://www.tableau.com/
Heatmap	
  
http://www.tableau.com/
Interactive	
  Dashboard	
  
http://www.tableau.com/solutions/banking-analytics
The	
  3	
  Components	
  
Adopted by SAP.com
Data Science Team
The	
  Opportunities	
  
The	
  Big	
  Data	
  Discovery	
  
Adopted by SAP.com
Other	
  Opportunities	
  
www.aiim.org/research
Other	
  Opportunities	
  
www.aiim.org/research
Other	
  Opportunities	
  
www.aiim.org/research
Other	
  Opportunities	
  
www.aiim.org/research
Summary	
  
Adopted by SAP.com
Big Data in Banking (Data Science Thailand Meetup #2)
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Big Data in Banking
For Data Science Thailand Meetup #2
datascienceth.com
facebook.com/datascienceth
Komes Chandavimol

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Big Data in Banking (Data Science Thailand Meetup #2)

  1. 1. Big  Data  in  Banking     (and  the  role  of  Data  Science)   Cheow  Lan  Lake,  Thailand   โกเมษ​ จันทวิมล. Data  Science  Thailand  Meetup#2   PlaySpace  @PlayLab   6  November  2015   Komes  Chandavimol  
  2. 2. 2 http://www.adweek.com/prnewser/how-many-times-do-the-worlds-social-media-users-click-every-minute/117427 https://www.domo.com/learn/data-never-sleeps-3-0
  3. 3. Big  Data  Growth   3
  4. 4. Big  Data  and  3  Vs   4 http://insidebigdata.com/2014/09/22/insidebigdata-guide-big-data-finance/
  5. 5. Where is Big Data in Banking?
  6. 6. Traditional  Banking  
  7. 7. Traditional  Banking  
  8. 8. Mobile  Banking  
  9. 9. The  Internet  Banking  
  10. 10. Banking  Big  Data  Sources   https://datafloq.com/read/big-data-big-business-banking-infographic/409
  11. 11. More  Big  Data  Sources   https://datafloq.com/read/big-data-big-business-banking-infographic/409
  12. 12. IoT  and  the  Digital  Banking  4.0   http://www.managementsolutions.com/PDF/ENG/datascience-eng.pdf
  13. 13. Volume  of  Big  Data   http://www.managementsolutions.com/PDF/ENG/datascience-eng.pdf
  14. 14. Another?  
  15. 15. The  Digital  Banking  
  16. 16. Challenges  and  Limitations  
  17. 17. The  New  Opportunities   Adopted by SAP.com
  18. 18. The  3  Components   Adopted by SAP.com Data Science Team
  19. 19. Data New Analytic Insights (Information, knowledge, data story) Data Product + VisualizationMass Analytic Tools Recommender systems Machine Learning Complex Event Processing Data Science Team Data ScientistPicture:http://www.clipartpanda.com/categories/scientist-clip-art The Roles of Data Science Doing Data Science by O'Neil et al (2013) DatascienceTh.com Datafication
  20. 20. The  3  Components   Adopted by SAP.com Data Science Team
  21. 21. The  3  Components   Adopted by SAP.com Data Science Team
  22. 22. The Role of Data Discovery http://www.tableau.com/
  23. 23. Scatter  Matrix   http://www.tableau.com/
  24. 24. Heatmap   http://www.tableau.com/
  25. 25. Interactive  Dashboard   http://www.tableau.com/solutions/banking-analytics
  26. 26. The  3  Components   Adopted by SAP.com Data Science Team
  27. 27. The  Opportunities   The  Big  Data  Discovery   Adopted by SAP.com
  28. 28. Other  Opportunities   www.aiim.org/research
  29. 29. Other  Opportunities   www.aiim.org/research
  30. 30. Other  Opportunities   www.aiim.org/research
  31. 31. Other  Opportunities   www.aiim.org/research
  32. 32. Summary   Adopted by SAP.com
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Big Data in Banking For Data Science Thailand Meetup #2 datascienceth.com facebook.com/datascienceth Komes Chandavimol

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