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When it finds you don't have a Docker image on your system matching the name and tag python:3.8-slim, what Docker Desktop does it goes to hub.docker.com, searches for an image repository named "python", so goes here: https://hub.docker.com/_/python.
Yeah,I've been running into compatibility issues from day one with M1. It's kind of the reason why I put machine learning on hold until tensorflow gets properly ported.
Example: this Dockerfile for Python is what the first line in your Dockerfile refers to. When you run docker build -t my-python-image:latest . in Terminal from the directory where you keep your Dockerfile... the docker program on your computer is going line by line through that file and running those commands.