The Lifecycle of a Machine Learning System in Production
В.И. Булаев · 2021
Summary The paper presents a general view of the pipeline for deploying a machine learning model to production. It is shown that today the infrastructural costs of embedding ML into the production circuit can exceed the costs of creating and training a model by almost an order of magnitude.