Granulomas can be classified into two main types: caseating and non-caseating. Caseating granulomas are characterized by central necrosis and are commonly associated with tuberculosis. Non-caseating granulomas, on the other hand, do not have central necrosis and are seen in conditions like sarcoidosis and Crohn's disease.