This investigation arises as an answer to various findings which points the foundamental needed of statistician knowledge for any person who could enhance his personal, laboral, and social scopes. From this, it arises the purpose to describe the learning-teaching process of the cluster analysys with R-studio program, which is founded in the Theory of didactical situations, this one was implemented on the students of Health Management program of the SENA institute.