I have a pretty decent-sized collection of travel video that I would like to launch on a personal website for friends/family to see. Am I limited to using certain types of music? For example, can I not use a Rolling Stones song? Am I limited to royalty-free music for personal video footage on a personal website? Thanks.

if it goes public then you will need to buy a license (online, worldwide) to use the copyrighted material.