In the world of IT, there is almost nothing more satisfying than taking a Windows workstation that demands to be rebooted to install Microsoft updates, then pulling the plug and booting it to a USB thumb drive that wipes the entire Windows OS and installs Ubuntu instead.
Windows absolutely sucks. And it's spyware. Actually MALWARE. While Ubuntu just works... and works... and works... and keeps working for months at a time.
If you are serious about doing anything with AI, run away from Windows as fast as you can and flash every system you own with Ubuntu.