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MLOps Is an Extension of DevOps. Not a Fork — My Thoughts on THE MLOPS Paper as an MLOps Startup CEO

The MLOps Blog

By now, everyone must have seen THE MLOps paper. Machine Learning Operations (MLOps): Overview, Definition, and Architecture” By Dominik Kreuzberger, Niklas Kühl, Sebastian Hirschl Great stuff. Founded neptune.ai , a modular MLOps component for ML metadata store , aka “experiment tracker + model registry”.

DevOps 59
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Definite Guide to Building a Machine Learning Platform

The MLOps Blog

Moving across the typical machine learning lifecycle can be a nightmare. To do that, you’d need to take a systematic approach to MLOps —enter platforms! Machine learning platforms are increasingly looking to be the “fix” to successfully consolidate all the components of MLOps from development to production.