Difference between Capacitor and Battery (Basic Physics)

While I'm studying electricity in Physics' class(PHYS 1444 GENERAL TECHNICAL PHYSICS II), I got confused the difference b/w 2 devices written in the title of this entry. Here's the comparison of what I found(link).
If something(/everything?) wrong, comment me corrections.