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your script from the command line now! $ python train.py --train-path xxx --validation-path yyy etc. We are now ready to build our Docker image. For that we need to write a Dockerfile at the root of the project: # Dockerfile FROM python:3.8-slim WORKDIR / COPY requirements.txt /requirements.txt