Operationalization of Machine Learning Models in Large Enterprises
Shikhar Kwatra (IBM), Utpal Mangla (IBM) ML operationalization (ML Ops) involve a cross matrix collaboration of multiple personas
involved in the process of model conceptualization to productization. ML Operationalization overlays paradigm of DevOps on Model Lifecycle management process (CRISP-DM).
According to Forrester, “Creating an ML model is …