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機械学習・深層学習
技術⼠(情報⼯学)・⼯学博⼠
名古屋市⼯業研究所
⼩川清
@kaizen_nagoya
Data Robot
´  複数の計算を並列で⾏い、結果のよいものを選択する
´  新⽇鉄・新⽇鉄住⾦ソリューションズでは制御系で利⽤
´  詳細は⾮公開
´  並列処理、公開算譜、構成管理
GitとDockerによる⼈,
製品,作業の横顔
´  強みを伸ばせ,
´  構造は簡単に,
´  公開算譜は機敏だ
´  https://bit.ly/2RFl8Lw
´  ⾔語処理100本ノック by 東北⼤学
´  http://www.cl.ecei.tohoku.ac.jp/nlp100/
dockerで機械学習
´  なぜdockerで機械学習するか 書籍・ソース⼀覧作成中 (⽬
標100)
´  https://qiita.com/kaizen_nagoya/items/
ddd12477544bf5ba85e2
´  並列処理可能(cloud利⽤)
´  環境構成管理
´  作業共有(変更権あり)
1
´  dockerで機械学習(1) with
anaconda(1)「ゼロから作るDeep
Learning - Pythonで学ぶディープラー
ニングの理論と実装」斎藤 康毅 著
2
´  dockerで機械学習(2)with
anaconda(2)「ゼロから作る
Deep Learning2⾃然⾔語処理
編」斎藤 康毅 著
´  https://qiita.com/
kaizen_nagoya/items/
3b80dfc76933cea522c6

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