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

Open Source Data Analysis Toolbox

Sponsored · SiteGround - Reliable hosting with speed, security, and support you can count on. →
Avatar for Takahiro Noda Takahiro Noda
February 02, 2016
Programming
0
80

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
Tweet

More Decks by Takahiro Noda

See All by Takahiro Noda
Clojure for Non-Clojurians
Avatar for Takahiro Noda tnoda
0
220
Yet another introduction to core.async
Avatar for Takahiro Noda tnoda
2
300
本の紹介: Clojure Programming
Avatar for Takahiro Noda tnoda
4
610

Other Decks in Programming

See All in Programming
Java 21/25 Virtual Threads 소개
Avatar for Sunghyouk Bae (Debop) debop
0
300
ネイティブアプリとWebフロントエンドのAPI通信ラッパーにおける共通化の勘所
Avatar for Suguru Ohki suguruooki
0
210
Smarter Angular mit Transformers.js & Prompt API
Avatar for Christian Liebel christianliebel
PRO
1
100
Migration to Signals, Signal Forms, Resource API, and NgRx Signal Store @Angular Days 03/2026 Munich
Avatar for Manfred Steyer manfredsteyer
PRO
0
180
Nuxt Server Components
Avatar for wattanx wattanx
0
160
仕様漏れ実装漏れをなくすトレーサビリティAI基盤のご紹介
Avatar for Kuniwak orgachem
PRO
7
3.3k
RailsのValidatesをSwift Macrosで再現してみた
Avatar for Takuma Shimizu hokuron
0
140
AI 開発合宿を通して得た学び
Avatar for ニフティ株式会社 niftycorp
PRO
0
180
「接続」—パフォーマンスチューニングの最後の一手 〜点と点を結ぶ、その一瞬のために〜
Avatar for 武田 憲太郎 kentaroutakeda
4
2.1k
20260315 AWSなんもわからん🥲
Avatar for Chiaki Okamoto chiilog
2
180
Claude Codeログ基盤の構築
Avatar for giginet giginet
PRO
7
3.7k
Rethinking API Platform Filters
Avatar for Vincent Amstoutz vinceamstoutz
0
2.3k

Featured

See All Featured
Organizational Design Perspectives: An Ontology of Organizational Design Elements
Avatar for Dr. Kim W Petersen kimpetersen
PRO
1
650
Utilizing Notion as your number one productivity tool
Avatar for Mfonobong Umondia mfonobong
4
270
Winning Ecommerce Organic Search in an AI Era - #searchnstuff2025
Avatar for Aleyda Solis aleyda
1
1.9k
Digital Projects Gone Horribly Wrong (And the UX Pros Who Still Save the Day) - Dean Schuster
Avatar for UX Y'all uxyall
0
870
Ethics towards AI in product and experience design
Avatar for Skipper Chong Warson skipperchong
2
240
AI Search:
Where Are We & What Can We Do About It?
Avatar for Aleyda Solis aleyda
0
7.2k
Between Models and Reality
Avatar for mayunak mayunak
2
240
So, you think you're a good person
Avatar for Per Axbom axbom
PRO
2
2k
Chasing Engaging Ingredients in Design
Avatar for Sebastian Deterding codingconduct
0
150
The Web Performance Landscape in 2024 [PerfNow 2024]
Avatar for Tammy Everts tammyeverts
12
1.1k
XXLCSS - How to scale CSS and keep your sanity
Avatar for Zaharenia Atzitzikaki sugarenia
249
1.3M
We Have a Design System, Now What?
Avatar for Morgane Peng morganepeng
55
8k

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