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MLOPS

2024-11-27 03:34 阅读了

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MLOPS

MLOPS (Machine Learning Operations) is a set of practices and tools that enable organizations to efficiently and effectively develop, deploy, and manage machine learning models at scale. MLOPS combines the principles of DevOps with the unique challenges of machine learning, such as data management, model training, and model deployment. The goal of MLOPS is to streamline the entire machine learning lifecycle, from data preparation to model deployment, and to ensure that models are accurate, reliable, and scalable. MLOPS involves collaboration between data scientists, software developers, and IT operations teams to create a seamless workflow for machine learning development and deployment.

MLOPS

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