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Kubeflow Deep Learning

Deployng a Keras model with KServe (formerly KFServing) and EKS

  • Here's a detailed step-by-step guide for doing it: guide.md
  • Want to talk about it? Join DataTalks.Club
  • To learn more about machine learning and deploying models check Machine Leanring Zoomcamp - a free course about machine leanring engineering

This tutorial was updated in December 2021 to reflect latest changes:

  • KFServing is no longer a part of Kubeflow ecosystem and now is called KServe
  • The version if KServe used here is 0.7.0
  • The api version of yaml config files is serving.kserve.io/v1beta1