It is not advisable to visit Casbah in the capital without being accompanied. And wherever you go, try to take pictures in the way locals don’t notice it. Since some locals are superstitious.
Within 20 km to the east of the capital there is the Larba market. You can purchase cheap gifts there or see how local people celebrate their holidays.