Kubernetes vs Docker — What You Should Know as a Machine Learning Engineer

 By Medium - 2021-03-11

Description

Earlier this year (2020), I decided to move fully into the engineering part of machine learning from Data Science. I wanted to experience a more efficient and scalable way of deploying machine…

Summary

  • Earlier this year (2020), I decided to move fully into the engineering part of machine learning from Data Science.
  • And we then specify the port for the service just as we did when starting the normal docker image.
  • And in spec.selector we point the Loadbalancer to the server component, which is the label of the tf-kube-pod pod created above.
  • $ kubectl describe pods This will give the full details of the whole pod created, but to get for a specific pod, run `kubectl get pods`.

 

Topics

  1. Backend (0.18)
  2. Frontend (0.15)
  3. Machine_Learning (0.14)

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