  {"id":3059,"date":"2020-11-11T08:30:05","date_gmt":"2020-11-11T08:30:05","guid":{"rendered":"https:\/\/news.sap.com\/spain\/?p=3059"},"modified":"2023-10-16T16:27:32","modified_gmt":"2023-10-16T16:27:32","slug":"que-es-el-machine-learning-y-para-que-sirve","status":"publish","type":"post","link":"https:\/\/news.sap.com\/spain\/2020\/11\/que-es-el-machine-learning-y-para-que-sirve\/","title":{"rendered":"\u00bfQu\u00e9 es el machine learning y para qu\u00e9 sirve?"},"content":{"rendered":"<p class=\"lead\"><span data-contrast=\"none\">El<\/span><b><span data-contrast=\"none\">\u00a0<\/span><\/b><a href=\"https:\/\/www.sap.com\/spain\/insights\/what-is-machine-learning.html\" target=\"_blank\" rel=\"noopener noreferrer\"><b><i><span data-contrast=\"none\">Machine\u00a0<\/span><\/i><\/b><b><i><span data-contrast=\"none\">learning<\/span><\/i><\/b><\/a><span data-contrast=\"none\">\u00a0es una disciplina inform\u00e1tica relacionada con la\u00a0<\/span><b><span data-contrast=\"none\">inteligencia artificial<\/span><\/b><span data-contrast=\"none\">\u00a0(IA) que crea\u00a0<\/span><b><span data-contrast=\"none\">sistemas que aprenden de manera automatizada<\/span><\/b><span data-contrast=\"none\">. Su capacidad de reconocer patrones en los datos permite a estos sistemas\u00a0<\/span><b><span data-contrast=\"none\">predecir comportamientos y mejorar por s\u00ed solos<\/span><\/b><span data-contrast=\"none\">.<\/span><span data-contrast=\"none\">\u00a0<\/span><\/p>\n<p style=\"margin: 0cm;text-align: center\" align=\"center\"><span style=\"font-size: 16.0pt;font-family: 'Arial',sans-serif\">Ebook gratis<\/span><\/p>\n<p style=\"margin: 0cm;text-align: center\" align=\"center\"><strong><span style=\"font-size: 20.0pt;font-family: 'Arial',sans-serif\">La transformaci\u00f3n digital en tiempos de cambio<\/span><\/strong><\/p>\n<p align=\"center\"><a href=\"https:\/\/www.sap.com\/spain\/cmp\/dg\/crm-es21-web-inbound3\/index.html\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-3918 size-medium\" src=\"https:\/\/news.sap.com\/spain\/files\/2021\/06\/02\/1622588222278-300x225.jpg\" alt=\"\" width=\"300\" height=\"225\" srcset=\"https:\/\/news.sap.com\/spain\/files\/2021\/06\/02\/1622588222278-300x225.jpg 300w, https:\/\/news.sap.com\/spain\/files\/2021\/06\/02\/1622588222278.jpg 514w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/www.sap.com\/spain\/cmp\/dg\/crm-es21-web-inbound3\/index.html\">DESCARGAR<\/a><\/p>\n<p><span data-contrast=\"none\">En este art\u00edculo, conocer\u00e1 un poco m\u00e1s sobre\u00a0<\/span><b><span data-contrast=\"none\">qu\u00e9 es y para qu\u00e9 sirve el\u00a0<\/span><\/b><b><i><span data-contrast=\"none\">machine\u00a0<\/span><\/i><\/b><b><i><span data-contrast=\"none\">learning<\/span><\/i><\/b><span data-contrast=\"none\">, de manera que pueda conocer las potenciales aplicaciones para su negocio.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<h2><b><span data-contrast=\"none\">\u00bfQu\u00e9 es el <\/span><\/b><b><i><span data-contrast=\"none\">machine\u00a0<\/span><\/i><\/b><b><i><span data-contrast=\"none\">learning<\/span><\/i><\/b><b><span data-contrast=\"none\">?<\/span><\/b><\/h2>\n<p><span data-contrast=\"none\">Hasta hace poco<\/span><span data-contrast=\"none\">,<\/span><span data-contrast=\"none\">\u00a0la\u00a0<\/span><b><span data-contrast=\"none\">IA\u00a0<\/span><\/b><span data-contrast=\"none\">parec\u00eda un argumento de ciencia ficci\u00f3n, pero\u00a0<\/span><span data-contrast=\"none\">cada vez son m\u00e1s las m\u00e1quinas y sistemas de uso diario que emplean el\u00a0<\/span><i><span data-contrast=\"none\">machine\u00a0<\/span><\/i><i><span data-contrast=\"none\">learning<\/span><\/i><span data-contrast=\"none\">\u00a0para realizar trabajos precisos.\u00a0<\/span><span data-contrast=\"none\">Esta tecnolog\u00eda se basa en\u00a0<\/span><b><span data-contrast=\"none\">algoritmos que realizan c\u00e1lculos basados en millones de datos<\/span><\/b><span data-contrast=\"none\">.\u00a0<\/span><span data-contrast=\"none\">Cuantos m\u00e1s datos obtienen, mejor es el rendimiento\u00a0<\/span><span data-contrast=\"none\">de los sistemas.<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">Uno de los ejemplos m\u00e1s claros cuando se explica qu\u00e9 es el\u00a0<\/span><i><span data-contrast=\"none\">machine\u00a0<\/span><\/i><i><span data-contrast=\"none\">learning<\/span><\/i><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">recurre a<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-contrast=\"none\">los veh\u00edculos aut\u00f3nomos, que conducen solos y no dependen de la pericia humana.<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">B\u00e1sicamente, existen dos tipos de\u00a0<\/span><i><span data-contrast=\"none\">machine\u00a0<\/span><\/i><i><span data-contrast=\"none\">learning<\/span><\/i><span data-contrast=\"none\">: con aprendizaje supervisado y no supervisado.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">El\u00a0<\/span><b><span data-contrast=\"none\">aprendizaje autom\u00e1tico supervisado<\/span><\/b><span data-contrast=\"none\">\u00a0consiste en introducir etiquetas en la informaci\u00f3n para que el sistema detecte patrones<\/span><span data-contrast=\"none\">,<\/span><span data-contrast=\"none\">\u00a0seg\u00fan los cuales<\/span><span data-contrast=\"none\">,<\/span><span data-contrast=\"none\">\u00a0debe realizar acciones determinadas.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">En el caso del\u00a0<\/span><b><span data-contrast=\"none\">aprendizaje\u00a0<\/span><\/b><b><span data-contrast=\"none\">autom\u00e1tico\u00a0<\/span><\/b><b><span data-contrast=\"none\">no supervisado<\/span><\/b><span data-contrast=\"none\">, el algoritmo\u00a0<\/span><span data-contrast=\"none\">llega a\u00a0<\/span><span data-contrast=\"none\">sus propias conclusiones y se modifica a s\u00ed mismo teniendo en cuenta diferentes factores.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">Adem\u00e1s de estos dos tipos de aprendizaje autom\u00e1tico<\/span><span data-contrast=\"none\">,<\/span><span data-contrast=\"none\">\u00a0tambi\u00e9n\u00a0<\/span><span data-contrast=\"none\">son<\/span><span data-contrast=\"none\">\u00a0emplea<\/span><span data-contrast=\"none\">dos\u00a0<\/span><span data-contrast=\"none\">modelos de\u00a0<\/span><b><span data-contrast=\"none\">aprendizaje\u00a0<\/span><\/b><b><span data-contrast=\"none\">semisupervisado<\/span><\/b><b><span data-contrast=\"none\">, por refuerzo, transducci\u00f3n y multitarea<\/span><\/b><span data-contrast=\"none\">.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">La mayor\u00eda de sistemas basados en\u00a0<\/span><i><span data-contrast=\"none\">machine\u00a0<\/span><\/i><i><span data-contrast=\"none\">learning<\/span><\/i><span data-contrast=\"none\">\u00a0trabaja mediante aprendizaje autom\u00e1tico supervisado. La clave de su funcionamiento es el\u00a0<\/span><b><i><span data-contrast=\"none\">deep<\/span><\/i><\/b><b><i><span data-contrast=\"none\">\u00a0<\/span><\/i><\/b><b><i><span data-contrast=\"none\">learning<\/span><\/i><\/b><span data-contrast=\"none\">, un<\/span><b><span data-contrast=\"none\">\u00a0conjunto de algoritmos de aprendizaje autom\u00e1tico<\/span><\/b><span data-contrast=\"none\">\u00a0que se estructura por medio de unidades computacionales que imitan las redes neuronales del cerebro.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Gracias al\u00a0<\/span><i><span data-contrast=\"none\">deep<\/span><\/i><i><span data-contrast=\"none\">\u00a0<\/span><\/i><i><span data-contrast=\"none\">learning<\/span><\/i><span data-contrast=\"none\">, miles de millones de estas\u00a0<\/span><b><span data-contrast=\"none\">neuronas artificiales se organizan en capas que aprenden unas de otras y desarrollan patrones<\/span><\/b><span data-contrast=\"none\">\u00a0de conductas, acciones, colores, etc.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<h2><b><span data-contrast=\"none\">\u00bfPara qu\u00e9 sirve el <\/span><\/b><b><i><span data-contrast=\"none\">machine\u00a0<\/span><\/i><\/b><b><i><span data-contrast=\"none\">learning<\/span><\/i><\/b><b><span data-contrast=\"none\">?<\/span><\/b><\/h2>\n<p><span data-contrast=\"none\">Las\u00a0<\/span><b><span data-contrast=\"none\">aplicaciones del\u00a0<\/span><\/b><b><i><span data-contrast=\"none\">machine\u00a0<\/span><\/i><\/b><b><i><span data-contrast=\"none\">learning<\/span><\/i><\/b><span data-contrast=\"none\">\u00a0son muchas y muy variadas. Cada d\u00eda se descubren nuevos\u00a0<\/span><b><span data-contrast=\"none\">campos donde el aprendizaje autom\u00e1tico es de gran utilidad<\/span><\/b><span data-contrast=\"none\">. La resoluci\u00f3n de tareas se puede llevar a cabo con\u00a0<\/span><b><span data-contrast=\"none\">diferentes modelos de\u00a0<\/span><\/b><b><i><span data-contrast=\"none\">machine\u00a0<\/span><\/i><\/b><b><i><span data-contrast=\"none\">learning<\/span><\/i><\/b><span data-contrast=\"none\">\u00a0seg\u00fan el campo de aplicaci\u00f3n:\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"2\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Modelos geom\u00e9tricos<\/span><\/b><b><span data-contrast=\"none\">.<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"2\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Modelos probabil\u00edsticos<\/span><\/b><b><span data-contrast=\"none\">.<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"2\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Modelos l\u00f3gicos<\/span><\/b><b><span data-contrast=\"none\">.<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"2\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Modelos de agrupamiento<\/span><\/b><b><span data-contrast=\"none\">.<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\u25cf\" data-font=\"\" data-listid=\"2\" data-aria-posinset=\"5\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Modelos de gradiente<\/span><\/b><b><span data-contrast=\"none\">.<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">Estos\u00a0<\/span><b><span data-contrast=\"none\">sistemas inteligentes<\/span><\/b><span data-contrast=\"none\">\u00a0se\u00a0<\/span><span data-contrast=\"none\">aplican\u00a0<\/span><span data-contrast=\"none\">en\u00a0<\/span><span data-contrast=\"none\">sectores\u00a0<\/span><span data-contrast=\"none\">tan variados como\u00a0<\/span><i><span data-contrast=\"none\">marketing<\/span><\/i><span data-contrast=\"none\">, seguridad inform\u00e1tica, tr\u00e1fico<\/span><span data-contrast=\"none\">\u00a0viario<\/span><span data-contrast=\"none\">, industria 4.0 o medicina.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">A continuaci\u00f3n,\u00a0<\/span><span data-contrast=\"none\">le mostramos\u00a0<\/span><span data-contrast=\"none\">algunos ejemplos de aplicaci\u00f3n del aprendizaje autom\u00e1tico:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<ul>\n<li><span data-contrast=\"none\">Reconocimiento facial<\/span><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Reconocimiento de voz<\/span><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Comprensi\u00f3n de textos<\/span><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Sistemas de Visi\u00f3n Artificial<\/span><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Prevenci\u00f3n de correos electr\u00f3nicos fraudulentos<\/span><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Detecci\u00f3n de\u00a0<\/span><i><span data-contrast=\"none\">software<\/span><\/i><span data-contrast=\"none\">\u00a0malicioso<\/span><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Clasificaci\u00f3n de secuencias de ADN<\/span><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Veh\u00edculos aut\u00f3nomos<\/span><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Diagn\u00f3sticos m\u00e9dicos anticipados<\/span><span data-contrast=\"none\">.<\/span><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Prevenci\u00f3n de fraudes en transacciones econ\u00f3micas<\/span><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">An\u00e1lisis del rendimiento de los empleados<\/span><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Predicci\u00f3n de fallos en la maquinaria<\/span><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Predicci\u00f3n del tr\u00e1fico en las ciudades<\/span><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Comportamiento de los usuarios en redes sociales y plataformas de venta\u00a0<\/span><i><span data-contrast=\"none\">online<\/span><\/i><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Patrones para invertir en bolsa de forma eficiente<\/span><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Videojuegos que interact\u00faan con el jugador<\/span><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"none\">Mantenimiento predictivo de sistemas rob\u00f3ticos<\/span><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><b><span data-contrast=\"none\">麻豆原创<\/span><\/b><span data-contrast=\"none\">\u00a0desarrolla\u00a0<\/span><a href=\"https:\/\/www.sap.com\/spain\/products\/robotic-process-automation.html\" target=\"_blank\" rel=\"noopener noreferrer\"><b><i><span data-contrast=\"none\">software<\/span><\/i><\/b><b><span data-contrast=\"none\">\u00a0basado en IA y\u00a0<\/span><\/b><b><i><span data-contrast=\"none\">machine\u00a0<\/span><\/i><\/b><b><i><span data-contrast=\"none\">learning<\/span><\/i><\/b><\/a><b><span data-contrast=\"none\">\u00a0<\/span><\/b><span data-contrast=\"none\">para ayudar a las empresas a\u00a0<\/span><b><span data-contrast=\"none\">optimizar su productividad<\/span><\/b><span data-contrast=\"none\">. Las herramientas de\u00a0<\/span><b><span data-contrast=\"none\">automatizaci\u00f3n\u00a0<\/span><\/b><b><span data-contrast=\"none\">rob\u00f3tica de procesos (RPA)<\/span><\/b><span data-contrast=\"none\">\u00a0y la\u00a0<\/span><b><span data-contrast=\"none\">tecnolog\u00eda de procesamiento de lenguaje natural<\/span><\/b><span data-contrast=\"none\">\u00a0son solo algunas de nuestras soluciones en este campo.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">En definitiva, el\u00a0<\/span><i><span data-contrast=\"none\">machine\u00a0<\/span><\/i><i><span data-contrast=\"none\">learning<\/span><\/i><span data-contrast=\"none\">\u00a0es un sistema analizador num\u00e9rico que permite<\/span><span data-contrast=\"none\">\u00a0a<\/span><span data-contrast=\"none\">\u00a0los<\/span><span data-contrast=\"none\">\u00a0empresario<\/span><span data-contrast=\"none\">s<\/span><span data-contrast=\"none\">\u00a0<\/span><b><span data-contrast=\"none\">tomar mejores decisiones de negocio<\/span><\/b><span data-contrast=\"none\">\u00a0a partir de patrones<\/span><span data-contrast=\"none\">\u00a0identificados por nuestro\u00a0<\/span><i><span data-contrast=\"none\">software<\/span><\/i><span data-contrast=\"none\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559739&quot;:240,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p><a href=\"https:\/\/www.instagram.com\/sapspain\/\">Instagram<\/a> \/ <a href=\"https:\/\/www.facebook.com\/麻豆原创\/\">Facebook<\/a>\u00a0\/\u00a0<a href=\"https:\/\/twitter.com\/sapspain?lang=es\">Twitter<\/a>\u00a0\/\u00a0<a href=\"https:\/\/www.linkedin.com\/company\/sap\/\">LinkedIn<\/a><\/p>\n<hr \/>\n<p>\u00a9 2020 麻豆原创 SE. All rights reserved. 麻豆原创 and other 麻豆原创 products and services mentioned herein as well as their respective logos are trademarks or registered trademarks of 麻豆原创 SE in Germany and other countries. Please see\u00a0<a href=\"http:\/\/www.sap.com\/corporate-en\/legal\/copyright\/index.epx#trademark\">http:\/\/www.sap.com\/corporate-en\/legal\/copyright\/index.epx#trademark<\/a>\u00a0for additional trademark information and notices.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>El\u00a0Machine\u00a0learning\u00a0es una disciplina inform\u00e1tica relacionada con la\u00a0inteligencia artificial\u00a0(IA) que crea\u00a0sistemas que aprenden de manera automatizada. Su capacidad de reconocer patrones en los datos permite a&#8230;<\/p>\n","protected":false},"author":3372,"featured_media":3061,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[24297],"tags":[5563281,5563282],"sapn-display":[5563695,5563693,60294],"sapn-type":[5562504],"class_list":["post-3059","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tecnologia","tag-artificial-intelligence","tag-machine-learning","sapn-display-articulo-hero","sapn-display-articulo-spotlight","sapn-display-topic-hero","sapn-type-articulo"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.9 (Yoast SEO v26.9) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>\u00bfQu\u00e9 es el machine learning y para qu\u00e9 sirve? - 麻豆原创 Espa\u00f1a News Center<\/title>\n<meta name=\"description\" content=\"Descubra por s\u00ed mismo qu\u00e9 es el machine learning y qu\u00e9 puede hacer por usted y su empresa a trav\u00e9s de sus m\u00faltiples funcionaldiades.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/news.sap.com\/spain\/2020\/11\/que-es-el-machine-learning-y-para-que-sirve\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u00bfQu\u00e9 es el machine learning y para qu\u00e9 sirve?\" \/>\n<meta property=\"og:description\" content=\"Descubra por s\u00ed mismo qu\u00e9 es el machine learning y qu\u00e9 puede hacer por usted y su empresa a trav\u00e9s de sus m\u00faltiples funcionaldiades.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/news.sap.com\/spain\/2020\/11\/que-es-el-machine-learning-y-para-que-sirve\/\" \/>\n<meta property=\"og:site_name\" content=\"麻豆原创 Espa\u00f1a News Center\" \/>\n<meta property=\"article:published_time\" content=\"2020-11-11T08:30:05+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-10-16T16:27:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/news.sap.com\/spain\/files\/2020\/11\/que-es-machine-learning.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"5197\" \/>\n\t<meta property=\"og:image:height\" content=\"3466\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"麻豆原创 Espa\u00f1a\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"麻豆原创 Espa\u00f1a\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/news.sap.com\/spain\/2020\/11\/que-es-el-machine-learning-y-para-que-sirve\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/news.sap.com\/spain\/2020\/11\/que-es-el-machine-learning-y-para-que-sirve\/\"},\"author\":{\"name\":\"麻豆原创 Espa\u00f1a\",\"@id\":\"https:\/\/news.sap.com\/spain\/#\/schema\/person\/4573e2beeb96fc44e819e7f7b2923465\"},\"headline\":\"\u00bfQu\u00e9 es el machine learning y para qu\u00e9 sirve?\",\"datePublished\":\"2020-11-11T08:30:05+00:00\",\"dateModified\":\"2023-10-16T16:27:32+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/news.sap.com\/spain\/2020\/11\/que-es-el-machine-learning-y-para-que-sirve\/\"},\"wordCount\":700,\"image\":{\"@id\":\"https:\/\/news.sap.com\/spain\/2020\/11\/que-es-el-machine-learning-y-para-que-sirve\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/news.sap.com\/spain\/files\/2020\/11\/que-es-machine-learning.jpg\",\"keywords\":[\"Artificial Intelligence\",\"Machine Learning\"],\"articleSection\":[\"Tecnolog\u00eda\"],\"inLanguage\":\"es\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/news.sap.com\/spain\/2020\/11\/que-es-el-machine-learning-y-para-que-sirve\/\",\"url\":\"https:\/\/news.sap.com\/spain\/2020\/11\/que-es-el-machine-learning-y-para-que-sirve\/\",\"name\":\"\u00bfQu\u00e9 es el machine learning y para qu\u00e9 sirve? 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