I got on the Machu Picchu Train at Ollantaytambo. The train follows the Urubamba river downstream to the small town of Aguas Calientes, a set of hotels, restaurants, and souvenier shacks to support Machu Picchu. The train actually starts in Cusco and makes several stops along its journey.