If you go from November-April, prepare for mud and perhaps rain but fewer crowds. 2. Visit the Islas Flotantes de los Uros The Floating Islands of the Uros may sound like an Indiana Jones title, but it is actually the name of the group of man-made islands in Lake Titicaca. The ...