100 Days of MLOps· day 54 of 100
DAY 54MLOps

Dockerizing Your Model Service

Day 54 of 100 Days of MLOps. Your API runs on your machine with your Python — to ship it anywhere it must carry its whole environment. Package the FastAPI service, the model, and every dependency into a Docker image: a self-contained unit that runs identically on any machine with Docker. Learn the Dockerfile for a long-running service, and turn 'works on my machine' into 'runs anywhere.' Runs 100% locally on any OS.

Jul 11, 2026 7 min read1.4k words

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