{"id":2922,"date":"2022-08-14T05:25:58","date_gmt":"2022-08-14T05:25:58","guid":{"rendered":"https:\/\/pcyti.izt.uam.mx\/?p=2922"},"modified":"2022-08-14T05:25:58","modified_gmt":"2022-08-14T05:25:58","slug":"mineria-de-datos-usando-hadoop-y-mapreduce","status":"publish","type":"post","link":"https:\/\/pcyti.izt.uam.mx\/?p=2922","title":{"rendered":"Miner\u00eda de datos usando Hadoop y MapReduce"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/pcyti.izt.uam.mx\/wordpress\/wp-content\/uploads\/Miner%C3%ADa-de-Datos-usando-Hadoop-y-MapReduce.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">&nbsp;Descargar versi\u00f3n PDF<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Profesor<\/strong>:&nbsp;<a href=\"https:\/\/pcyti.izt.uam.mx\/wordpress\/?page_id=198&amp;SingleProduct=196\">Dr.&nbsp;Ren\u00e9 MacKinney Romero<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Resumen<\/strong>:&nbsp;El aprendizaje maquinal es un \u00e1rea de investigaci\u00f3n que ha tratado de emular las actividades del aprendizaje humano con sistemas computacionales. La meta principal del aprendizaje maquinal es lograr emular las habilidades cognitivas de los humanos con un sistema computacional. La miner\u00eda de datos se ha convertido en un campo importante de estudios dado el gran volumen de informaci\u00f3n que se tiene en forma digital. Este proyecto se inscribe dentro de la miner\u00eda de datos a fin de estudiarla utilizando como plataforma de desarrollo sistemas para manejarlo de grandes bases de datos como son Hadoop y MapReduce.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Objetivo&nbsp;general<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Realizar tareas de la miner\u00eda de datos, como clasificaci\u00f3n, agrupamiento y sumarizaci\u00f3n en un sistema para grandes conjuntos de datos (Hadoop, MapReduce).<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Objetivos espec\u00edficos<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Conocer el esquema Hadoop asi como MapReduce para realizar operaciones sobre grandes bases de datos<\/li><li>Estudiar c\u00f3mo realizar clasificaci\u00f3n, agrupamiento y clasificaci\u00f3n en grandes conjuntos de datos asi como las herramientas existentes<\/li><li>Conocer, analizar y seleccionar algoritmos para implantarlos en las plataformas Hadoop y MapReduce<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp;Descargar versi\u00f3n PDF Profesor:&nbsp;Dr.&nbsp;Ren\u00e9 MacKinney Romero Resumen:&nbsp;El aprendizaje maquinal es un \u00e1rea de investigaci\u00f3n que ha tratado de emular las actividades del aprendizaje humano con sistemas computacionales. La meta principal del aprendizaje maquinal es lograr emular las habilidades cognitivas de los humanos con un sistema computacional. La miner\u00eda de datos se ha convertido en un<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[83],"tags":[],"class_list":["post-2922","post","type-post","status-publish","format-standard","hentry","category-83"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Miner\u00eda de datos usando Hadoop y MapReduce - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pcyti.izt.uam.mx\/?p=2922\" \/>\n<meta property=\"og:locale\" content=\"es_MX\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Miner\u00eda de datos usando Hadoop y MapReduce - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n\" \/>\n<meta property=\"og:description\" content=\"&nbsp;Descargar versi\u00f3n PDF Profesor:&nbsp;Dr.&nbsp;Ren\u00e9 MacKinney Romero Resumen:&nbsp;El aprendizaje maquinal es un \u00e1rea de investigaci\u00f3n que ha tratado de emular las actividades del aprendizaje humano con sistemas computacionales. 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