AWS Summit ATL 2022 - Machine learning at scale using Kubeflow with Amazon EKS & Amazon EFS (OPN201)

Data science, ML, and artificial intelligence have exploded in popularity in the last few years, with companies building out dedicated ML teams. Kubeflow is an open-source ML toolkit for Kubernetes which provides useful components to help resolve problems in multiple areas. In this chalk talk, learn how you can make a scalable architecture for ML training and inference at scale using backend distributed storage with Amazon EFS and Kubeflow with Amazon EKS.

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