Docker

Muhammad Rashid·July 10, 2026·10 min read

Containerizing ML Applications with Docker

Package the model, the exact scikit-learn version, and the API into one image that runs the same everywhere. Multi-stage builds, a lean non-root image, .dockerignore, and Docker Compose. Part 3 of the MLOps series.