Right click a blank area of the taskbar and make sure that Lock Taskbar is unchecked. Then left click the mouse on a blank area and hold it down. Drag the taskbar towards the bottom of the screen. You won't see it "dragging", but it will eventually snap to the bottom of the screen.
