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Open Source Data Analysis Toolbox
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Takahiro Noda
February 02, 2016
Programming
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70
Open Source Data Analysis Toolbox
Introductions to how to choose your programming language for data analysis
Takahiro Noda
February 02, 2016
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Transcript
Open Source Data Analysis Toolbox @tnoda [2016-02-02 Tue]
Outline Open Source Tools • Two axes Live Demo •
Predict purchases of quoted insurance plans
Types of Analysis "EIPD 4ZTUFN%FWFMPQNFOU 3 1ZUIPO $MPKVSF 4DBMB $
Tool Stack -BOHVBHF -JCSBSJFT &OWJSPONFOU
Programming Languages "EIPD 4ZTUFN%FWFMPQNFOU 3 1ZUIPO $MPKVSF 4DBMB $
R -BOHVBHF -JCSBSJFT &OWJSPONFOU 3 $3"/ 3TUVEJP
Python -BOHVBHF -JCSBSJFT &OWJSPONFOU 1ZUIPO J1ZUIPO OPUFCPPL /VNQZ4DJQZ TDJLJUMFBSO TUBUTNPEFMT
1BOEBT UFOTPSPX $/5, DIBJOFS
Clojure (Java) -BOHVBHF -JCSBSJFT &OWJSPONFOU $MPKVSF &NBDT +BWB +7. *ODBOUFS
8FLB .BIPVU ,VSPNPKJ )BEPPQ 4QBSL 4UPSN *OUFMMJ+ 7JN
Scala -BOHVBHF -JCSBSJFT &OWJSPONFOU 4DBMB +BWB +7. 8FLB .BIPVU ,VSPNPKJ
)BEPPQ 4QBSL 4UPSN &NBDT *OUFMMJ+ 7JN
Demo • Python • $200 PC
Wrap-up Open source tools • Ad-hoc / System development •
Language / Library / Environment Demo • Emacs / ob-ipython • Outliner + iPython notebook • Kaggle