If you are travelling independently, be sure not to miss the Ein Gedi Nature Reserve, where David's Spring waterfall will wash off the desert dust, and hyraxes and ibex leap across the rocks (get here early in summer to avoid the crowds).
Ein Gedi Nature Reserve is where the waterfall called David's Spring is located.  