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Open Source Data Analysis Toolbox

Sponsored · Ship Features Fearlessly Turn features on and off without deploys. Used by thousands of Ruby developers. →
Avatar for Takahiro Noda Takahiro Noda
February 02, 2016
Programming
80
0

Open Source Data Analysis Toolbox

Introductions to how to choose your programming language for data analysis

Avatar for Takahiro Noda

Takahiro Noda

February 02, 2016

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Transcript

  1. Open Source Data Analysis Toolbox @tnoda [2016-02-02 Tue]

  2. Outline Open Source Tools • Two axes Live Demo •

    Predict purchases of quoted insurance plans

  3. Types of Analysis "EIPD 4ZTUFN%FWFMPQNFOU 3 1ZUIPO $MPKVSF 4DBMB $

  4. Tool Stack -BOHVBHF -JCSBSJFT &OWJSPONFOU

  5. Programming Languages "EIPD 4ZTUFN%FWFMPQNFOU 3 1ZUIPO $MPKVSF 4DBMB $

  6. R -BOHVBHF -JCSBSJFT &OWJSPONFOU 3 $3"/ 3TUVEJP

  7. Python -BOHVBHF -JCSBSJFT &OWJSPONFOU 1ZUIPO J1ZUIPO OPUFCPPL /VNQZ4DJQZ TDJLJUMFBSO TUBUTNPEFMT

    1BOEBT UFOTPSPX $/5, DIBJOFS

  8. Clojure (Java) -BOHVBHF -JCSBSJFT &OWJSPONFOU $MPKVSF &NBDT +BWB +7. *ODBOUFS

    8FLB .BIPVU ,VSPNPKJ )BEPPQ 4QBSL 4UPSN *OUFMMJ+ 7JN

  9. Scala -BOHVBHF -JCSBSJFT &OWJSPONFOU 4DBMB +BWB +7. 8FLB .BIPVU ,VSPNPKJ

    )BEPPQ 4QBSL 4UPSN &NBDT *OUFMMJ+ 7JN

  10. Demo • Python • $200 PC

  11. Wrap-up Open source tools • Ad-hoc / System development •

    Language / Library / Environment Demo • Emacs / ob-ipython • Outliner + iPython notebook • Kaggle