Glycosides can be classified based on the aglycone component, the type of sugar, or the type of bond. Common classes include cardiac glycosides, which affect heart function; cyanogenic glycosides, which can release hydrogen cyanide; and saponins, which have surfactant properties. Each class has distinct toxicological profiles and mechanisms of action.