Analysis on the use of Podcast in the National School of Social Work considering data science and machine learning

The objective of this mixed research is to analyze the students' perceptions about the use of Podcast in the National School of Social Work considering data science and machine learning. The sample is composed of 44 students from the National Autonomous University of Mexico (UNAM) who completed the Bachelor of Social Work during the 2019 school year. The results of machine learning (linear regression) indicate that the dissemination of school content through the Podcast positively influence the assimilation of knowledge, motivation and enthusiasm of the student during the educational process. Data science identifies 3 predictive models on the use of Podcast in the educational context through the decision tree technique. Finally, the incorporation of the Podcast in the educational field facilitates the organization of new spaces for learning and teaching.