The Latest In ML Ops - 5 Evolutions of Production ML

As more and more industries bring ML use cases to production, the need for consistent practices for managing ML in Production and optimizing ML Lifecycle iteration has grown rapidly. Last year, a few of us partnered with USENIX to drive the first-ever Industry/Academic conference dedicated to the challenges of and innovations in managing ML in Production. OpML 2019 was a great success - bringing together experts, practitioners, engineers, and researchers to discuss the latest and greatest in ML Ops. You can find a summary of OpML 2019 here. This year, due to COVID19, OpML 2020 became a virtual conference with video presentations and open discussions on Slack.