By default, Ubuntu uses overlay scrollbars in the default Unity desktop. You can do a little tweak to get back the old fat normal scrollbars like the top picture shows.
First open Ubuntu Software Center and install dconf-editor, a graphical tool to edit your desktop environment settings.
Second, open the editor and navigate to
Change the value of scrollbar-mode to normal will immediately get the old fat scrollbars: