This document provides an overview of how to build a data science team. It discusses determining the roles needed, such as data scientists and data engineers. It also explores options for building the team, such as training existing employees, hiring experts, or outsourcing certain functions. The document recommends starting by assessing current capabilities and determining the specific functions and problems the team will address.

1. How to Hack into the Big Data Team?
Komes Chandavimol
Data Scientist
Data Science Lab, Thailand
komes@datascienceth.com
Better software day by Thailand Spin
Software Park Thailand
April 29,2016

2. Big Data
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. Internet of Things
http://topmanagement.com.mx/innovacion-social-y-empresarial-objetivo-de-hitachi/

4. 4
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
The Growth of Data

5. 5
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
What is Big Data?

6. 6
http://blogs.forrester.com/category/hadoop
http://solutions.forrester.com/Global/FileLib/webinars/Big_Data_-_Gold_Rush_or_Illusion.pdf
The Big Data Tools

7. 7
http://hortonworks.com/blog/optimize-your-data-architecture-with-hadoop/
Traditional Data Management Architecture

8. 8
http://hortonworks.com/blog/optimize-your-data-architecture-with-hadoop/
New Data Management Architecture

9. 9
https://www.digitalnewsasia.com/business/forget-data-warehousing-its-data-lakes-now
Data Lake

10. How the Data Lake works?
10
http://www.clearpeaks.com/blog/category/tableau
Traditional Enterprise Data warehouse

11. 11
What you consume from Data Lake?
https://www.digitalnewsasia.com/business/forget-data-warehousing-its-data-lakes-now

12. 12
Volume? Variety? Velocity?
https://www.digitalnewsasia.com/business/forget-data-warehousing-its-data-lakes-now

13. 13
Value
https://www.digitalnewsasia.com/business/forget-data-warehousing-its-data-lakes-now

14. 14
Big Data + Analytics = Values
https://www.digitalnewsasia.com/business/forget-data-warehousing-its-data-lakes-now

15. Big Data Analytics
15http://hortonworks.com/blog/big-data-refinery-fuels-next-generation-data-architecture/

16. 16
How to do Big Data Analytics?
https://www.digitalnewsasia.com/business/forget-data-warehousing-its-data-lakes-now

17. 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

18. Data Science Experience Sharing, Big Data Challenge #2,Bangkok Thailand
http://drewconway.com/zia/2013/3/26/the-data-science-venn-diagram
What is Data Science?

19. The Rise of Data Scientist
19
http://flowingdata.com/2009/06/04/rise-of-the-data-scientist/
2009
https://hbr.org/

20. 20http://hrb.org
http://www.anlytcs.com/2014/01/data-science-venn-diagram-v20.html
2014
The Rise of Data Scientist

21. Data Science Experience Sharing, Big Data Challenge #2,Bangkok Thailand
http://www.anlytcs.com/2014/01/data-science-venn-diagram-v20.html
2014
The Data Science

22. 22
The Solution, Data Science Team

23. 23
Data Science Team
Doing Data Science by O'Neil et al
(2013)

24. 24
Data Science Team
Doing Data Science by O'Neil et al
(2013)

25. 25
Doing Data Science by O'Neil et al (2013)
Data Science Team
Analyzing the Analyzers, Harris (2013)
Data Science Team

26. 26
Data Science Team
Data Scientist & Data Engineer
http://www.kdnuggets.com/2015/11/different-data-science-roles-industry.html

27. 27
Data Science Team
Data Scientist & Data Engineer
http://www.kdnuggets.com/2015/11/different-data-science-roles-industry.html
https://www.facebook.com/DataScienceTh/posts/931828353527079:0

28. 28
Data Science Professionals
http://www.kdnuggets.com/2015/11/different-data-science-roles-industry.html

29. 29
Data Science for Dummies Pierson
(2015)
∗Build In-house Team
• Train existing employee
• Train existing employee and hire experts
• Hire experts
∗Outsourcing requirements to private DS consultants
• Outsourcing for comprehensive DS Strategy development
• Outsource for DS Solutions to specific problem
∗Leverage Cloud-based platform solutions
How to build DS Team?

30. 30
Data Science for Dummies Pierson (2015)
How to Start?

31. 31
http://www.clearpeaks.com/blog/category/tableau
Traditional Enterprise Data warehouse
Where to Start?

32. 32
Questions ?
Datascienceth.com
#PAaDS