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

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 Role of Data Discovery

http://www.tableau.com/

Scatter Matrix


Heatmap


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

Summary

Adopted by SAP.com

big data in banking (data science thailand meetup #2)

Data & Analytics