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MLOps: Machine Learning Operations

  • Pramod Gupta,
  • Anupam Bagchi

摘要

MLOps—machine learningMachine learning engineering for production, or DevOps for machine learningMachine learning—is the intersection of people, process, and platform for gaining business value from machine learningMachine learning. It streamlines development and deployment via monitoring, validation, and governance of machine learningMachine learning modelsModel.