Brigham Young University offers Icelandic. http://cls.byu.edu/ Click on the languages tab, then on languages offered.
Also, you can google Icelandic language learn for other universities that teach...
Take some classes, develop a conversational ability and then immerse yourself in that culture, either by traveling or engaging with that community in your locale. The majority of people, who hear...