The Absolute Basics of MLOps - KDnuggets

This article is for people who don't know a thing about MLOps or want to refresh their memory. You've probably been hearing about MLOps while you're scrolling through LinkedIn, reading blogs, looking at AI conferences, etc. MLOps stands for machine learning Operations and is a combination of machine learning, DevOps, and Data Engineering. For the point of this article, I will define each. Data Engineering focuses on the design and building of pipelines that can transform and transport data into a format so that it can be reached by other tech experts such as Data Scientists or other end users. These 3 come together in order to deploy and maintain machine learning systems in a reliable and efficient way.