How Big Data Transform Your Business?

1 Cheow Lan Lake, Thailand

โกเมษจันทวิมลKomes Chandavimol

komes@datascienceth.com

Data Science Thailand Meet up #6 - Chiang Mai

1 เมษายน 2559 มหาวทิยาลยัเชียงใหม่

2http://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

Internet of Things

http://topmanagement.com.mx/innovacion-social-y-

empresarial-objetivo-de-hitachi/

The Growth of Data

4http://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

What is Big Data?

6http://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

The Emergence of Big Data Tools

7http://blogs.forrester.com/category/hadoop

http://solutions.forrester.com/Global/FileLib/webinars/Big_Data_-_Gold_Rush_or_Illusion.pdf

Hadoop Ecosystem

8http://opensource.com/life/14/8/intro-apache-hadoop-big-data

RDBMS & NOSQL

9http://opensource.com/life/14/8/intro-apache-hadoop-big-data

HADOOP Distributions

10

Traditional Data Management Architecture

11http://hortonworks.com/blog/optimize-your-data-architecture-with-hadoop/

Traditional Data Management Architecture

12http://hortonworks.com/blog/optimize-your-data-architecture-with-hadoop/

New Data Management Architecture

13http://hortonworks.com/blog/optimize-your-data-architecture-with-hadoop/

Data Lake

14

https://www.digitalnewsasia.com/business/forget-data-warehousing-its-data-lakes-now

Data Lakes

15

http://www.kdnuggets.com/2015/09/data-lake-vs-data-warehouse-key- differences.html

Data Lake Arthiechture

16http://www.cloudera.com/content/cloudera/en/products-and-services/cloudera-enterprise.html

Cloudera Distributed using Hadoop (CDH)

17http://www.cloudera.com/content/cloudera/en/products-and-services/cloudera-enterprise.html

Big Data Analytics

18http://hortonworks.com/blog/big-data-refinery-fuels-next-generation-data-architecture/

19http://www.kdnuggets.com/2014/05/big-data-landscape-v30-

analyzed.html

Big Data Analytics

26http://dataofthings.blogspot.com/2014/04/the-bbbt-sessions-hortonworks-big-data.html

Big Data Analytics

27https://reflectionsblog.emc.com/2015/02/data-lake-platform-business-transformation/

Big Data Analytics

28http://www.gartner.com/it-glossary/predictive-analytics

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

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

31

Algorithm & Machine Learning

32

Algorithm/ML

Valuable?

Need Algorithm/ML?

Need Data Lake?

34

Use Case

35

Recommendation system

Google.com

36

Recommendation system

https://hbr.org/2014/12/why-health-care-may-finally-be-ready-for-big-data

37

Healthcare/Hospital

http://www.datanami.com/2014/08/27/data-startup-targets-

machine-learning-healthcare/

38

Customer 720

1) Enhanced customer experience

2) Optimize store operations

3) Improved inventory and supply chain management

4) Capture new revenue opportunities

39

Retail Industry

http://www.forbes.com/sites/ibm/2015/12/28/four-ways-the-internet-of-things-will-innovate-the-retail-

industry/?strref=http:%2F%2Fwww.forbes.com#387dceaccc4d

40

Insurance Industry

https://www.facebook.com/imcinstitute/photos/a.138907529589929.32015.13535342994533

9/543858392428172/?type=3&theater

Automobile

Bodily injury claims

Medical expenses

Premium rating errors

Suspicious claims

Medical claims

Insurance claims

41

Fraud Detection

https://hbr.org/2014/12/why-health-care-may-finally-be-

ready-for-big-data

42

Image Processing

Project Oxford, microsoft

43

Smart (Algorithm) + IoT

Credit Venkatraman Venkitachalam

https://www.linkedin.com/pulse/big-data-rule-your-home-matt-reaney?published=t

44

Travel & Hospitality

http://www.rightrelevance.com/search/articles/hero?article=4e57138769907e9

694ea412b8093f401006b4607&query=data+science&taccount=ml_toparticles

1. To Optimize freight movements and routing

2. To Determine Inventory on Hand

3. To Improve the End-to-End Customer Experience

4. To Reduce Environmental Impact and Increase Safety

45

Transportations

http://blog.tyronesystems.com/?p=1909

http://ecmapping.com/technews/2016/03/09/transportation-in-the-age-of-iot-big-data-and-emerging-

technologies/

46

Smart Traffic Light

http://blog.hypriot.com/post/traffic-light/

47

Big Data Helping to Pinpoint Terrorist Activities

https://www.facebook.com/DataScienceTh/posts/10439

74312312482

48

For Company, how to start?

49

How to get in?

Demo

50http://hortonworks.com/blog/big-data-refinery-fuels-next-generation-data-architecture/