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続・小さく始めて大きく育てるMLOps2020 / Start small and grow ...

chck
August 28, 2020

続・小さく始めて大きく育てるMLOps2020 / Start small and grow big MLOps2020

PyConJP2020での発表資料です

chck

August 28, 2020
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  1. I am Yuki Iwazaki Research Engineer at CyberAgent, AI Lab

    You can find me at @chck 2014- Back/Frontend Engineer (Ruby, Scala, JavaScript) 2016- Data Scientist (Python) 2017- Research Engineer (Python) Hello! 2
  2. What is ML Lifecycle? DS Projectにおける周期的なProcess - Fetch Data -

    Preprocessing - Training - Reporting - Deployment https://www.slideshare.net/databricks/mlflow-infrastructure-for-a-complete-machine-learning-life-cycle 4
  3. Kedro Workflowの管理ツール - pip install kedro - Fetch Data ->

    Preprocessing -> Training -> Reporting の流れをPipeline化 41
  4. 47

  5. You can find me at ◉ speakerdeck.com/chck ◉ github.com/chck ◉

    facebook.com/chck1245 Thanks! 55 ←この発表資料