The hosted services for this workshop were retired on 8 September 2026. This page still shows the exercise, its hints and its released solutions, but any cell that calls the oracle or the workbench will fail. To run it for real, bring the services up on your own machine: curl -O https://mlipschool.uk/local.yml then docker compose -f local.yml up -d.