Machine Learning Operations (MLOps) is a form of DevOps. MLOps facilitates the teamwork and accelerated development of ML models and frameworks via monitoring, validation, and governance of machine learning models. Qwak is an end-to-end machine learning (ML) production platform that aims to reduce the complexity between the ML research and production stages. The key benefits of MLOps enable us to monitor and control the whole model lifecycle. State-of-the-art technology innovations are augmented with sophisticated lifecycle management.
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