As FYI (you may already know this @morganherlocker, so this is for the n00bs) there is a controllable LED built into the UNO (and similar boards) attached to pin 13, so this is possible without any additional parts. In addition to LEDs and a breadboard, some push buttons, and maybe a photoresitor or a rotary potentiometer to play around with analog inputs are all good starting items.