Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Open Source Data Analysis Toolbox

Sponsored · Your Podcast. Everywhere. Effortlessly. Share. Educate. Inspire. Entertain. You do you. We'll handle the rest. →
Avatar for Takahiro Noda Takahiro Noda
February 02, 2016
Programming
83
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

More Decks by Takahiro Noda

See All by Takahiro Noda
Clojure for Non-Clojurians
Avatar for Takahiro Noda tnoda
0
230
Yet another introduction to core.async
Avatar for Takahiro Noda tnoda
2
310
本の紹介: Clojure Programming
Avatar for Takahiro Noda tnoda
4
620

Other Decks in Programming

See All in Programming
S3 を使うアプリケーションをローカル完結で動かすことに全力を注いでみた / Running S3 Apps Offline
Avatar for Daisuke Garaike contour_gara
0
580
PyConJP2026_wat_Python × Signal Processing: How to Draw Pictures with Sound Using Spectrogram Art
Avatar for wat wat
0
290
プロポーザルを書いてもらう
Avatar for pvcresin pvcresin
0
580
MySQLとPostgreSQLって何が違うの？
Avatar for 赤神青空 akagami
0
130
VibeCodingからAgenticWorkflowへ
Avatar for starfish719 starfish719
0
800
Claude Code全社展開のためにやったことn選～プラグイン302個・コミッター271人を支えるために～
Avatar for Kenichi Takahashi kenchan
5
1.7k
バグを直したら useEffect が消えた
Avatar for taki colorful12
3
700
使いながら育てる Claude Code — 開発フローの1コマンド化 × 繰り返し指摘の自動仕組み化
Avatar for endo shiki shiki_kakaku
1
1.9k
進化を続けるGo toolsの現在地 / The Current State of Ever-Evolving Go Tools
Avatar for hond hond0413
0
250
Android CLI
Avatar for Sungyong An fornewid
0
230
まずはプロンプトガイドを読もう、話はそれからだ
Avatar for Akira TSURUDA kiakiraki
1
200
Jindong: Introducing Declarative Haptics in Compose Multiplatform
Avatar for HyunWoo Lee l2hyunwoo
0
130

Featured

See All Featured
A Tale of Four Properties
Avatar for Chris Coyier chriscoyier
163
24k
Making Projects Easy
Avatar for Brett Harned brettharned
120
6.7k
The Spectacular Lies of Maps
Avatar for Per Axbom axbom
PRO
1
940
Scaling GitHub
Avatar for Zach Holman holman
464
140k
Raft: Consensus for Rubyists
Avatar for Patrick Van Stee vanstee
141
7.6k
We Have a Design System, Now What?
Avatar for Morgane Peng morganepeng
55
8.3k
Improving Core Web Vitals using Speculation Rules API
Avatar for Sergey Chernyshev sergeychernyshev
21
1.6k
Navigating Weather and Climate Data
Avatar for Ryan Abernathey rabernat
0
490
What the history of the web can teach us about the future of AI
Avatar for Ines Montani inesmontani
PRO
1
660
Bioeconomy Workshop: Dr. Julius Ecuru, Opportunities for a Bioeconomy in West Africa
Avatar for AKADEMIYA2063 akademiya2063
PRO
1
270
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
Avatar for Marc Duiker marcduiker
35
2.5k
The Straight Up "How To Draw Better" Workshop
Avatar for Dennis Kardys denniskardys
239
140k

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