The lighthouse and the African Renaissance Monument sit on the two tallest hills in Dakar and are about a 5-7 minute drive apart, so it's easy to visit both on the same day. You can also go just a short way down the coast to visit the gorgeous Mosque of the Divinity which sits right on the beach and lies right next to an interesting and picturesque fishing village. It's an easy sightseeing three-fer.