Docker commands not working after upgrade

I’ve managed to get it working again using the following steps:

  1. Uninstalling Docker
  2. Removing the Docker VM in the Windows Hyper-V Manager
  3. Reinstalling Docker using a freshly downloaded copy of the beta

I think key was the second step: after uninstalling Docker, the VM still remains in Hyper-V manager.