While you can eat potatoes straight out of the can, they most likely won't taste great, and since they're only partially cooked, doing minimal prep isn't recommended. Instead, rinse the potatoes to get rid of any excess salt, drain, then use the potatoes as you would any other spud by baking it in the oven, cooking it on the stovetop, or frying.