Big Data in Banking For Data Science Thailand Meetup #2 datascienceth.com facebook.com/datascienceth Komes Chandavimol

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
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. Big
Data
Growth
3

4. Big
Data
and
3
Vs
4
http://insidebigdata.com/2014/09/22/insidebigdata-guide-big-data-finance/

5. Where is Big Data in Banking?

6. Traditional
Banking

7. Traditional
Banking

8. Mobile
Banking

9. The
Internet
Banking

10. Banking
Big
Data
Sources
https://datafloq.com/read/big-data-big-business-banking-infographic/409

11. More
Big
Data
Sources
https://datafloq.com/read/big-data-big-business-banking-infographic/409

12. IoT
and
the
Digital
Banking
4.0
http://www.managementsolutions.com/PDF/ENG/datascience-eng.pdf

13. Volume
of
Big
Data
http://www.managementsolutions.com/PDF/ENG/datascience-eng.pdf

14. Another?

15. The
Digital
Banking

17. Challenges
and
Limitations

18. The
New
Opportunities
Adopted by SAP.com

19. The
3
Components
Adopted by SAP.com
Data Science Team

20. 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

21. The
3
Components
Adopted by SAP.com
Data Science Team

22. The
3
Components
Adopted by SAP.com
Data Science Team

23. The Role of Data Discovery
http://www.tableau.com/

24. Scatter
Matrix
http://www.tableau.com/

25. Heatmap
http://www.tableau.com/

26. Interactive
Dashboard
http://www.tableau.com/solutions/banking-analytics

27. The
3
Components
Adopted by SAP.com
Data Science Team

28. The
Opportunities
The
Big
Data
Discovery
Adopted by SAP.com

29. Other
Opportunities
www.aiim.org/research

30. Other
Opportunities
www.aiim.org/research

31. Other
Opportunities
www.aiim.org/research

32. Other
Opportunities
www.aiim.org/research

33. Summary
Adopted by SAP.com