 This paper proposes and evaluates a visual-based training method that teaches participants to recognize vibrotactile encoded symbols. It utilizes the visualization of activated actuators that encode the symbol to form the association between the symbol and the pattern. Our study shows that users learn significantly better using our training method. They also experience less workload and prefer it significantly better compared to the baseline.