MLOps

Despite being a cornerstone in the deployment and maintenance of machine learning models, MLOps definition has been clouded by confusion and debate. In this article, we delve into why do we need MLOps, its specifics, fundamental principles, and the role of automation. With these insights, we aim to demystify MLOps and emphasize its crucial role in streamlining machine learning projects.