Preheat oven to 400 F. Slice potatoes into rounds and place onto a large greased baking sheet. Brush each potato round with olive oil and season with salt and pepper.
Bake for 30-35 minutes. Top each with cheese, and bacon. Bake for another 5 minutes. Top with sour cream.