Bolivia and Peru share border on this lake. you could visit Titicaca from both sides. Base on the name, people have a joke that "Titi" belongs to Peru and "Caca" belongs to Bolivia. Titi was great for me and as what I heard, Caca is also awesome.
If you have a chance to visit, dont forget to share with us here. ^^