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Why I started
Machine Learning

Casual Talks?
Michiaki Ariga (@chezou)
@ DMM.com lab 2015/12/15
self
• MLCT / JuliaTokyo / kawasaki.rb
• Software Eng. at Cookpad
• NLPデータマイニングチョットデキル
• TinySegmenter.jl
カジュアルとは
https://twitter.com/con_mame/status/457130929270435840
https://www.tensorflow.org/
http://labs.gree.jp/blog/2015/12/14648/
http://d.hatena.ne.jp/sugyan/20151124/1448292129
ITエンジニア界隈にも広がる

機械学習熱
"Two large YC companies (both with
machine learning teams) have told us that
they consider interest in ML a negative
signal." by Ammon Bartram
https://data.triplebyte.com/who-y-combinator-companies-want-
c1880a08ac88#.kkfadbkbi
MLCTの狙い
論文にはあまり出ない

実務で得たノウハウの共有
MLCTのテーマ
1. 自動テスト
2. KPI
3. Beyond accuracy
4. DevData
DevData
Cookpadの場合
俺が、俺達が、DevDataだ!!

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