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??????? MBA
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Ryan Kim | Convergence Business Designer
Facebook. https://www.facebook.com/keyassist
E-mail. youngwung.kim@gmail.com
Web. http://keyassist.tistory.com
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<source=https://huguesrey.wordpress.com>
<source= http://www.altimetergroup.com>
<source= http://www.gereports.kr>
The Value of Visualization
[Week4]?????????????????????
How to tell a story with data
[Week4]?????????????????????
History of Rock in 100 Songs
<source=http://svds.com/rockandroll/#thebeatles>
[Week4]?????????????????????
30+ free tools for data
visualization and analysis
<source=http://www.computerworld.com/>
<source=http://www.computerworld.com/article/2506820/business-intelligence/business-intelligence-chart-and-image-
gallery-30-free-tools-for-data-visualization-and-analysis.html>
<source=http://keyassist.tistory.com/271>
Data Science Wars: R vs. Python
<source=http://blog.datacamp.com/r-or-python-for-data-analysis/>
#1 Introducing The Opponents
[Week4]?????????????????????
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#2 Data Analysis Battlefield
[Week4]?????????????????????
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[Week4]?????????????????????
[Week4]?????????????????????
#3 The Last Stand: Pros and Cons
[Week4]?????????????????????
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R Python
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R ecosystem
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iPython Notebook
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Challenger
#4 And The Winner is...
[Week4]?????????????????????
Next Agenda
Data Visualization vs.
Customer Experience
Data-driven Innovation
Big Data-Driven Innovation:
Disruption vs. Optimization
?? ???.??????
Reference
http://svds.com/

http://visualoop.com/

http://flowingdata.com/

http://blog.datacamp.com/

http://keyassist.tistory.com/

http://networkofcenters.net/

https://vimeo.com/columnfive/

Accenture Report “Accelerating Understanding Through Data Visualization"
???
??? ??? ???? ???
??????? ?? ????
??????? MBA
????? ??
Ryan Kim | Convergence Business Designer
Facebook. https://www.facebook.com/keyassist
E-mail. youngwung.kim@gmail.com
Web. http://keyassist.tistory.com
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