This article addresses the dynamic event‐triggered output‐feedback control problem for a class of large‐scale feedforward nonlinear discrete‐time impulsive systems. The investigated systems are allowed to contain impulse effects, discrete‐time dynamics, and large‐scale coupled characteristics, which brings substantial difficulties to the event‐triggered control. It is worth noting that this scenario has not been considered in the existing works. For that, a novel dynamic event‐triggered output‐feedback control strategy is proposed in this article. Specifically, we apply a gain scaling approach to cope with system uncertainties and employ an average impulsive interval technique to suppress the undesirable impulse effects. Then, a novel low‐gain discrete‐time impulsive observer is constructed to estimate the unmeasurable system states. After that, a dynamic event‐triggered output‐feedback controller, which has a concise linear‐like form, is delicately designed to ensure that all the signals of the resulting closed‐loop system are globally bounded, and the system states converge to the origin. Moreover, by enhancing the gain scaling mechanism, we further develop an improved output‐feedback control strategy to counteract stronger nonlinearities. Finally, the effectiveness of the proposed control strategy is demonstrated by a practical simulation example.