There is a way to get that too
It's a bit convoluted because it requires you to create a shortcut to a folder, renaming the shortcut to another type of file, adding it to the taskbar and then changing the folder icon to the old start button.
It's quite a bit of work but it can be done.
In my opinion, it is not worth the effort.