MLOps
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English[edit]
Alternative forms[edit]
Etymology[edit]
Blend of ML (“machine learning”) + DevOps.
Noun[edit]
MLOps (uncountable)
- (machine learning) A paradigm that aims to deploy and maintain machine learning models in production reliably and efficiently.
- 2021, Hien Luu, Beginning Apache Spark 3, 2nd edition, Apress, →ISBN:
- The goal of MLOps is to minimize the technical friction to get the model from an idea to production in the shortest possible time with high-quality predictive power and with as little risk as possible.