Aki Ariga

Field Data Scientist at Cloudera.

I’m interested in natural language processing and machine learning, and applying those technologies in production. I love to think how leverage data with technology for bussiness. I also love to write Ruby, Python and Julia for ML.

I am a podcaster of technical podcast rubyist.club.

Blogs

Codes & Notebooks

Codes

Full code list, see GitHub

Notebooks

  • ibis-demo
    • Demo notebooks of ibis, Python productivity framework for the Apache Hadoop ecosystem.
  • chezou/notebooks
    • tutorial machine learning or data science, written in Japanese

Publications

Presentations

  • 2017-12-06: Starata Data Conference Singapore (Singapore)
    • Train, predict, and serve: How to put your machine learning model into production
    • Conference page
    • Slide
  • 2017-11-07: Cloudera World Tokyo 2017 (Tokyo, Japan)
    • 機械学習システムのデプロイパターン (in Japanese)
    • Slide
  • 2017-06-27: JSAI SIG-SWO #42 (Tokyo, Japan)
    • Invited talk: データサイエンティストからみた統合されたデータ分析基盤の恩恵 (in Japanese)
    • Slide
  • 2017-06-27: Data Engineering and Data Analysis Workshop #1 (Tokyo, Japan)
    • Cloudera Data Science WorkbenchとPySparkを使って好きなPythonライブラリを分散で使う (in Japanese)
    • Slide
  • 2017-02-07: Big Data Analytics Tokyo (Tokyo, Japan)
    • A data enginnering and data science platform based on Hadoop/Spark (in Japanese)
    • Slide
  • 2016-11-08: Cloudera World Tokyo 2016 (Tokyo, Japan)
    • 大規模データに対するデータサイエンスの進め方 (in Japanese)
    • Slide

See more in SlideShare

Communities

Papers

See Google scholar

Patents

See Linkedin