MLOps Meetup #33 Owned By Statistics: How Kubeflow & MLOps Can Help Secure Your ML Workloads // David Aronchick - Head of Open Source ML Strategy at Azure

Agentic Conversations (formally mlops.community) · Sep 14, 2020 · 56m

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While machine learning is spreading like wildfire, very little attention has been paid to the ways that it can go wrong when moving from development to production. Even when models work perfectly, they can be attacked and/or degrade quickly if the data changes. Having a well-understood MLOps process is necessary for ML security!

Using Kubeflow, we demonstrated how…