{"id":2415,"date":"2023-05-18T13:12:36","date_gmt":"2023-05-18T13:12:36","guid":{"rendered":"https:\/\/lp.stitcloud.com\/?p=2415"},"modified":"2025-07-22T14:06:16","modified_gmt":"2025-07-22T14:06:16","slug":"big-data-educacao","status":"publish","type":"post","link":"https:\/\/www.stitcloud.com\/es\/blog\/big-data-educacao\/","title":{"rendered":"Como o Big Data transforma a gest\u00e3o educacional"},"content":{"rendered":"<h2 class=\"wp-block-heading\" id=\"h-transforme-processos-educacionais-com-decisoes-guiadas-por-big-data\"><strong>Transforme processos educacionais com decis\u00f5es guiadas por Big Data<\/strong><\/h2>\n\n\n\n<p>Dentro de una instituci\u00f3n, el&nbsp;<em>grandes datos<\/em>&nbsp;puede estar compuesto por varios datos de registro para recopilar y almacenar informaci\u00f3n como: grupo de edad, antecedentes acad\u00e9micos, direcci\u00f3n, actividad profesional del estudiante y sus padres, origen, informaci\u00f3n acad\u00e9mica diversa, \u00edndices de ausentismo, evaluaciones de desempe\u00f1o de los estudiantes, expedientes escolares, desempe\u00f1o docente , investigaci\u00f3n, etc Es decir, toda la informaci\u00f3n de registro existente dentro de una instituci\u00f3n forma la&nbsp;<em>grandes datos<\/em>, tanto datos nativos como datos ya analizados.<\/p>\n\n\n\n<p><br>Esta recolecci\u00f3n de datos durante el transcurso de la docencia puede generar informaci\u00f3n valiosa que servir\u00e1 como gu\u00eda para el accionar de la instituci\u00f3n, ya sea relacionada con el desempe\u00f1o de sus estudiantes, docentes, la propia instituci\u00f3n, o incluso sobre patrones de comportamiento de su futuro estudiante en el aula tiempo para elegir (o no) para unirse a su escuela. Esta soluci\u00f3n dentro de la instituci\u00f3n educativa permite recopilar datos reales sobre los niveles de aprendizaje, identificando los puntos de mayor dificultad para aprender ciertas disciplinas o aplicar ciertas metodolog\u00edas.&nbsp;<\/p>\n\n\n\n<p><br>An\u00e1lisis de datos a trav\u00e9s de algoritmos de&nbsp;<em>Machine Learning<\/em>&nbsp;tambi\u00e9n puede ser un punto muy importante para calcular y predecir la tasa de deserci\u00f3n escolar. Y es a partir de ah\u00ed que es posible crear estrategias para evitar posibles abandonos.<\/p>\n\n\n\n<p><strong>Big Data es el futuro de la Educaci\u00f3n<\/strong><\/p>\n\n\n\n<p>Seg\u00fan un reciente informe publicado por<em>&nbsp;Investigaci\u00f3n de mercados aliados<\/em>, el mercado anal\u00edtico mundial&nbsp;<em>grandes datos<\/em>&nbsp;en el mercado educativo se valor\u00f3 en US$1TP4Q13.58Bn en 2020 y se espera que alcance US$1TP4Q57.14Bn para 2030, registrando una CAGR de 15.3%.<\/p>\n\n\n\n<p><br>Tras el estallido de la pandemia de COVID-19, el an\u00e1lisis de&nbsp;<em>grandes datos<\/em>&nbsp;en el mercado de la educaci\u00f3n ha experimentado un crecimiento considerable. Esto ocurri\u00f3 despu\u00e9s del confinamiento en la mayor\u00eda de los pa\u00edses y la mayor adopci\u00f3n de la cultura de ense\u00f1anza en l\u00ednea entre estudiantes y profesores. Adem\u00e1s, el importante aumento de la demanda de&nbsp;<em>grandes datos<\/em>&nbsp;basado en la nube entre&nbsp;<em>instituciones&nbsp;<\/em>la educaci\u00f3n est\u00e1 acelerando el crecimiento del mercado.<\/p>\n\n\n\n<p>Despu\u00e9s de este estudio, la pregunta permanece. \u00bfAlguna vez has pensado en la posibilidad de utilizar el&nbsp;<em>grandes datos<\/em>&nbsp;en tus&nbsp;<em>instituci\u00f3n&nbsp;<\/em>\u00bfeducaci\u00f3n?<\/p>\n\n\n\n<p>\u00a1Tome decisiones inteligentes basadas en datos!<\/p>\n\n\n\n<p>Damos&nbsp;<strong><em>ST IT Cloud<\/em><\/strong>&nbsp;Contamos con un equipo especializado y&nbsp;<strong><em>12 a\u00f1os de experiencia<\/em><\/strong>&nbsp;en el mercado. Por eso te recomendamos, ponte en contacto y permite el avance tecnol\u00f3gico en tu instituci\u00f3n.<\/p>","protected":false},"excerpt":{"rendered":"<p>Transforme processos educacionais com decis\u00f5es guiadas por Big Data Dentro de uma institui\u00e7\u00e3o, o&nbsp;Big Data&nbsp;pode ser composto por diversos dados cadastrais para colher e guardar informa\u00e7\u00f5es como: faixa et\u00e1ria, forma\u00e7\u00e3o acad\u00eamica, endere\u00e7o, atividade profissional do aluno e de seus pais, proced\u00eancia, informa\u00e7\u00f5es acad\u00eamicas diversas, \u00edndices de absente\u00edsmo, avalia\u00e7\u00f5es de desempenho de alunos, hist\u00f3ricos escolares, performance [&hellip;]<\/p>","protected":false},"author":2,"featured_media":2416,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-2415","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-analytics"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Como o Big Data transforma a gest\u00e3o educacional<\/title>\n<meta name=\"description\" content=\"Melhore a efici\u00eancia e a inova\u00e7\u00e3o na sua institui\u00e7\u00e3o com Big Data. 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