A histogram is a graph that shows tone data from your image. Moving to the left side of the histogram represents the darker, black, shadows of a photo. Moving towards the right side represents the lighter, brighter, white portions of a photo.
Aperture is an opening on your lens (a small hole) that light can travel through to your camera's sensor. There are blades there that can be controlled using the aperture dial on the your camera or lens.