On school computers (and sometimes my mother’s, to her dismay), I would go into the task manager, go to Processes, and kill the “explorer.exe” process. It makes the taskbar and icons disappear.
However, you can put it back by going to the task manager again, going to File >> New Task (Run), and opening explorer.exe back up. 🙂
Rebooting the computer also puts it back.