Creación de un modelo clasificador para oportunidades de captación en el exterior por machine learning de la empresa EDEX Education Group.

Abstract

This work aims to create a classifier model for the recruitment of customers abroad of the company EDEX Education Group based on Machine Learning to identify and evaluate recruitment opportunities in the international arena, EDEX Education Group is a company dedicated to consulting studies abroad, has offices in different countries but due to the pandemic work in some countries through video calls, in Ecuador they have offices in the cities of Quito, Machala and Guayaquil. Globalization has given us the opportunity to take language courses, certifications and university careers in any country in the world and this project is an approach that can help to significantly improve the efficiency of the recruitment process and thus make more accurate decisions when working with each client and their characteristics through personalized consulting, using the RandomForest algorithm in RStudio.