A non-parametric method for controller synthesis developed earlier is extended to non-minimum-phase (NMP) plants represented by non-parametric impulse response (IR) models. The authors are not aware of the existence of other non-parametric design techniques for NMP plants. The proposed method borrows ideas from Predictive Control, and its effectiveness is confirmed by design examples.