This article presents an application of the generalized SIRD model from the fractional calculation approach with the Caputo derivative as a prediction tool.In addition, the infection, recovery and mortality rates are optimized, obtaining a better fit in the predictions to the real data.Finally, the graphs obtained using the Python programming language and their respective com-parative analysis are presented.