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

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 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

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 + Visualization

Mass Analytic Tools

Recommender systems Machine Learning

Complex Event Processing Data Science Team

Data Scientist Picture: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

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