59 min

4. 予測モデルの「モニタリング」 (hurutoriya, overs_5121‪)‬ Random Facts Club

    • Technology

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メルカリ写真検索における Amazon EKS の活用事例と プロダクトにおけるEdgeAI technologyの展望
第67回 Federated Learning:モバイルデバイスを用いた分散学習技術(パート1)
Client-side deep learning at Mercari
FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search
マルチモーダルモデルによる不正出品の検知
Semantic Versioning for Data Science Models
Looker
Kubeflow
kubeflow/katib
Google Vizier: A Service for Black-Box Optimization (PDF)
The Winding Road to Better Machine Learning Infrastructure Through Tensorflow Extended and Kubeflow
MLflow - A platform for the machine learning lifecycle
TensorFlow Extended (TFX)
Netflix社のMLOpsの事例を紹介します
Metaflow
Open-sourcing Polynote: an IDE-inspired polyglot notebook
Mercari careers

59 min

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