Bibliographic citations
Carrasco, S., Calero, M. (2021). Machine learning para el descubrimiento de patrones en la investigación de la gestión de empresas [Trabajo de Suficiencia Profesional, Universidad Peruana de Ciencias Aplicadas (UPC)]. http://hdl.handle.net/10757/660348
Carrasco, S., Calero, M. Machine learning para el descubrimiento de patrones en la investigación de la gestión de empresas [Trabajo de Suficiencia Profesional]. PE: Universidad Peruana de Ciencias Aplicadas (UPC); 2021. http://hdl.handle.net/10757/660348
@misc{sunedu/3175197,
title = "Machine learning para el descubrimiento de patrones en la investigación de la gestión de empresas",
author = "Calero Zevallos, Mariela Yamile",
publisher = "Universidad Peruana de Ciencias Aplicadas (UPC)",
year = "2021"
}
Machine learning or automatic learning is a tool that allows the classification and prediction of organizational environments. It is directly related to the components of business patterns, knowledge, decision making and data mining. In order to study these proposals, a review of the literature was used as a work methodology, which admitted to verify the objective of this research, to analyze to what extent the use of “machine learning” tools is possible in the identification of patterns in the business management. Among their results are indications in favor of supervised machine learning methodologies, while other authors recognized a totally divergent approach. Creating a proposal oriented to the business sector and organizations, examining its usefulness or disadvantage, in relation to management patterns in companies. The controversy is pointed out based on the possibility of increasing the production of business organizations from the efficient management of business guidelines, in order to specify what the measures that are adopted in the organizations could be so that they are efficient, from the analysis of your data as a whole and your individual patterns of competition. In conclusion, it can be noted that the application of these technological strategies in business patterns allows structuring for the management of your information, as well as generates a proposal for strategic improvement in decision-making.
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