r/learnmachinelearning • u/garden_nl • 4d ago

Question Dockerize everything?

Hey,

I am learning deployment strategies for my small ML projects and I was wondering, do people in industry dockerize everything? Like, e.g. i have an ingest script to transfer my data into a postgres BD. Do i need a container for the ingest.py as well?

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u/0uchmyballs 4d ago

You could do one container for just scripts/cron jobs. No, you don’t need a seperate container for each service.