Browsing Especialización en Estadística Aplicada by Title
Now showing items 371-389 of 389
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Series de tiempo y Random Forest Regression en el periodo 2015 - 2019 modelamiento de la temperatura en Bogotá
In this document we present a predictive analysis of temperature with data captured by the Bogotá Air Quality Monitoring Network, using statistical and machine learning techniques. The application of these techniques and ... -
Sistema de inspección automatizado supervisado en boca de envase Pead
The consumption of a wide variety of products offered by the market at the national level has in common the quality controls that are carried out prior to and during their manufacturing processes to be subsequently ... -
¿Son el desempleo y el promedio del ingreso per cápita en Colombia concluyentes en el índice de pobreza y desigualdad? Análisis de datos tipo panel
Unemployment in Colombia is considered one of the most influential variables in poverty and inequality in the country, however, with the results of this analysis it is shown that said variable is not statistically significant ... -
Tratamiento de datos faltantes en el ingreso y su efecto en las estimaciones de pobreza en Colombia
Missing data within household surveys is one of the most important problems. common in the analysis of information, especially in the estimation of the incidence of monetary poverty, that is why the present work evaluate ... -
Uso de Deep Learning como herramienta para encontrar las zonas que están siendo explotadas por hidrocarburos en el sistema nacional de áreas protegidas
The geographical identification of the sectors with different characteristics allows visualizing the spatial distribution of the territory, for this reason this project seeks to recognize the sectors exploited by the ... -
Uso de machine learning para el análisis de pacientes hospitalizados con COVID-19 durante la entrada de la variante Omicron a Colombia como una herramienta para la toma de decisiones en salud pública
Since the emergence of SARS-CoV-2 in 2019, multiple lineages have been reported globally. The appearance of new mutations has led the WHO to name new variants as variants of concern (VOC) or of interest (VOI) and has called ... -
Uso del sistema de propiedad industrial en Colombia (2018): una aplicación de machine learning
This article aims to describe and predict spatial distribution at the level Departmental in Colombia, of the use of the intellectual property system from information on applications and concessions of industrial property ... -
Validación del proceso de detección de metales en la línea de queso blanco en una compañía lechera
This work is carried out given the need to demonstrate to the entities responsible for carrying out sanitary controls that the Thermo Scientific APEX metal detector equipment used in a dairy company, for the production of ... -
Variables de incidencia en la mortalidad de pacientes con tuberculosis en el departamento del Tolima
Tuberculosis (TB) is the thirteenth cause of death in the world, in Colombia the country has adopted the "Global Strategy called End TB 2016-2035" in order to mitigate the contagion and deaths from the disease. (ABCs-tuberculosis. ... -
Vulnerabilidades orientadas a clientes de e-commerce y su impacto a raíz de la pandemia COVID-19
The COVID-19 pandemic has caused a significant impact on all sectors of the industry and the society affecting the world economy and being a new starting point in society, this impact has impacted the process and change ...
