MLOps could be narrowly defined as 'the ability to apply DevOps principles to Machine Learning applications' however as we shall see shortly, this narrow definition misses the true value of MLOps to the customer.
Introduction Current State of MLOps What is MLOps? Terry Cox, Bootstrap Ltd Neale, CloudBees de la Marck, CloudBees Hellström, D2IQĪlmog Baku, Rimoto publication - Sept 25th, 2020 It is intended that this document be iteratively refined by group consensus within the MLOps SIG across a series of regular meetings and then published annually whilst relevant.Ĭurrent active contributors to the MLOps SIG Roadmap:
This document sets out the current state of MLOps and provides a five year roadmap for future customer needs which is intended to support pre-competitive collaboration across the industry with a view to improving the overall state of MLOps as a capability for all.
