Apoyo técnico y administrativo en el marco de convenio y contrato de cooperación interadministrativo para realizar un ejercicio de ciencia de datos con un problema de la Unidad Nacional de Protección (UNP)

Abstract

This report outlines the development of a proposal carried out in collaboration with the XUE research group to conduct a process of analysis and knowledge extraction applied to a specific problem of the National Protection Unit (UNP). The initiative follows a data science methodology with a special focus on utilizing the MATLAB® software tool. The project involves the design, proposal, and execution of a data analytics methodology that comprehensively addresses each stage of the process: understanding the domain model associated with the problem, data collection and integration, preparation, analysis (mining), and evaluation of the most suitable methods to extract relevant information. This approach enables the synthesis of MATLAB®’s resources and capabilities in the field of data science. Additionally, the work aims to promote digital transformation within the UNP by providing guidance on the teaching and application of data science concepts. The developed methodology and obtained results serve as tools to facilitate technological adoption and data-driven decision-making.