I like them fresh as per the picture, and peel them. I either eat them as they are, or put on some special sauces.
In September (this year still) I went to a seafood cooking class, and learnt how to make some beautiful sauce to go with your prawns:
http://www.weekendnotes.com/bbq-seafood-cooking-class-sydney-cooking-school/