You'll enjoy the museums and parks in Zona Centro. You might want to make time for a stop at Saltillo Casino or Plaza de Armas.
Though Centenario may not have many top sights, you can venture to the surrounding area to see attractions like Saltillo Casino and Museum of the Desert.