It depends how strong you want it to hold and how good you want it to look.
You can use a TIG Which is the most common method. Or use a MIG with a spool gun.
And it also depends what it is as aluminium needs to stay hot to weld properly. Aluminium being aluminium, a good heat sink, keeping...