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Discussion on: Machine Learning Model Deployment with FastAPI and Docker

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Replies for: This isn't what we call deployment in the industry, but installation or setup: You've containerized several services and made it runnable on your l...

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jserenge profile image
jserenge •

so how would you summarize the deployment process and what are the most important steps to consider

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msopacua profile image
msopacua •
  1. Provider selection (AWS / Azure / GCP / Digital Ocean / ...)
  2. Provisioner selection (terraform / opentofu / ansible / ...)
  3. Container configuration if wanted (some cloud providers offer complete stacks for deep learning as a product)
  4. CI/CD integration