You can use a stud finder to figure out where your studs are so you can affix the cabinet in the proper place. If you have any doubts, though, hire a handyman so you can be confident of the work.
Yes, the wall can definitely support any cabinet IF IT IS ANCHORED properly. You will need at least 2 sturdy anchors in your drywall. Make sure it is level.