You can reach Palm Jumeirah by taking the Dubai Metro Red Line to Al Khail or Dubai Internet City station. From there, take the Dubai Tram to Palm Jumeirah Station and cross over to the Palm Monorail. The monorail takes you directly onto the island to major destinations.