BDA-602 - Machine Learning Engineering

Dr. Julien Pierret

Lecture 13

In Summary

  • Virtual Machines are a thing of the past
  • Docker is how we should package our prediction services
    • Containers
    • Images
    • Dockerfiles
  • docker-compose
  • Kubernetes
    • DevOps
    • Helm
  • Gunicorn
    • Added layer over Flask
  • Nginx
    • Added layer over Gunicorn