The main objective of this course is to introduce the student to a new theory which is the theory of measure, as well as its application to probabilities, placing him in a new context of spaces which are the measured spaces, consequently a broad theory on integration is defined, in particular that of Lebesgue allowing him to become familiar with the great results of integration such as the theorem of dominated convergence of Lebesgue and the theorems of Fubini.