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- W3116142344 abstract "Machine learning operations (MLOps) is DevOps for machine learning processes. MLOps enables data scientists to collaborate and increase the pace of delivery and quality of model development through monitoring, validation, and governance of machine learning models. This is equivalent to how DevOps helps software engineers develop, test, and deploy software quicker and with fewer defects. MLOps supports the data science life cycle just as DevOps supports the application development life cycle. As such, MLOps is based on the principles of DevOps." @default.
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- W3116142344 date "2020-01-01" @default.
- W3116142344 modified "2023-10-05" @default.
- W3116142344 title "Machine Learning Operations" @default.
- W3116142344 doi "https://doi.org/10.1007/978-1-4842-6405-8_8" @default.
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