{"id":2367,"date":"2021-10-15T17:19:13","date_gmt":"2021-10-15T17:19:13","guid":{"rendered":"https:\/\/ds4business.com.co\/2021\/10\/15\/que-es-machine-learning-y-con-que-ayuda\/"},"modified":"2023-10-19T19:00:05","modified_gmt":"2023-10-19T19:00:05","slug":"que-es-machine-learning-y-con-que-ayuda","status":"publish","type":"post","link":"https:\/\/ds4business.com.co\/en\/que-es-machine-learning-y-con-que-ayuda\/","title":{"rendered":"\u00bfQu\u00e9 es Machine Learning y con qu\u00e9 ayuda?"},"content":{"rendered":"<h1 style=\"text-align: center;\">\u00bfQu\u00e9 es Machine Learning y con qu\u00e9 ayuda?<\/h1>\n<p>&nbsp;<\/p>\n<p>El <em>&#8216;Machine Learning&#8217;<\/em> o <em>&#8216;Aprendizaje Autom\u00e1tico&#8217;<\/em> es una rama de la inteligencia artificial que <strong>permite que las m\u00e1quinas sean capaces de aprender, identificar patrones, y hacer predicciones<\/strong> en base a los datos recopilados anteriormente.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/ds4business.com.co\/wp-content\/uploads\/2023\/10\/Machine-Learning-DS4B-1-1.jpg\"><img fetchpriority=\"high\" decoding=\"async\" class=\"size-full wp-image-1025 aligncenter\" src=\"https:\/\/ds4business.com.co\/wp-content\/uploads\/2023\/10\/Machine-Learning-DS4B-1-1.jpg\" alt=\"\" width=\"2508\" height=\"1672\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p><strong>El\u00a0<em>&#8216;Machine Learning&#8217;<\/em> consiste b\u00e1sicamente en automatizar<\/strong>, mediante distintos algoritmos, la identificaci\u00f3n de patrones o tendencias que se \u201cesconden\u201d en los datos. Y el aprendizaje autom\u00e1tico se produce por medio de algoritmos.<\/p>\n<p>&nbsp;<\/p>\n<blockquote>\n<h4><em>\u00abUn algoritmo no es m\u00e1s que una serie de pasos ordenados que se dan para realizar una tarea\u00bb.<\/em><\/h4>\n<\/blockquote>\n<p>&nbsp;<\/p>\n<p>Es una tecnolog\u00eda a la que se le ha sacado mucho provecho y que se ha aplicado a aplicaciones populares como <em>Siri, Netflix, Alexa, Spotify,<\/em> etc.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/ds4business.com.co\/wp-content\/uploads\/2023\/10\/Machine-Learning-DS4B-2-1.jpg\"><img decoding=\"async\" class=\"size-full wp-image-1026 aligncenter\" src=\"https:\/\/ds4business.com.co\/wp-content\/uploads\/2023\/10\/Machine-Learning-DS4B-2-1.jpg\" alt=\"\" width=\"2506\" height=\"1673\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>\u00bfC\u00f3mo funciona el\u00a0<em>&#8216;Machine Learning&#8217;<\/em>?<\/strong><\/h2>\n<p>&nbsp;<\/p>\n<ol>\n<li><span style=\"font-weight: 400;\">Se crea <strong>un\u00a0modelo\u00a0que permita resolver una tarea<\/strong> dada.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Luego se\u00a0entrena\u00a0el modelo usando g<strong>ran cantidad de datos<\/strong>.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">El modelo\u00a0aprende de estos datos\u00a0y <strong>es capaz de hacer\u00a0predicciones<\/strong>.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Seg\u00fan la tarea que se quiera realizar, ser\u00e1 m\u00e1s adecuado <strong>trabajar con un algoritmo<\/strong> u otro.<\/span><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/ds4business.com.co\/wp-content\/uploads\/2023\/10\/Machine-Learning-DS4B-3-1.jpg\"><img decoding=\"async\" class=\"size-full wp-image-1027 aligncenter\" src=\"https:\/\/ds4business.com.co\/wp-content\/uploads\/2023\/10\/Machine-Learning-DS4B-3-1.jpg\" alt=\"\" width=\"2508\" height=\"1672\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>\u00bfCu\u00e1les son sus aplicaciones en la industria?<\/strong><\/h2>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Seguridad inform\u00e1tica:<\/strong> Diagn\u00f3stico de ataques, prevenci\u00f3n de fraude online, detecci\u00f3n de anomal\u00edas.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Reconocimiento de im\u00e1genes o patrones:<\/strong> Facial, dactilar, objetos, voz, etc.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Conducci\u00f3n aut\u00f3noma, mediante algoritmos deep learning:<\/strong>\u00a0Identificaci\u00f3n de im\u00e1genes en tiempo real detecci\u00f3n de obst\u00e1culos y se\u00f1ales de tr\u00e1fico, prevenci\u00f3n de accidentes.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Evaluaci\u00f3n autom\u00e1tica de pruebas diagn\u00f3sticas:<\/strong> Rob\u00f3tica m\u00e9dica.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>An\u00e1lisis de mercado de valores:<\/strong> Predicciones financieras, evoluci\u00f3n de mercados, etc.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Motores de recomendaci\u00f3n.<\/strong><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Utilizaci\u00f3n de im\u00e1genes en lugar de palabras clave:<\/strong>\u00a0Para buscar productos de una empresa o art\u00edculos similares.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Identificar marcas y logotipos:<\/strong> En fotos publicadas en redes sociales.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Monitorizaci\u00f3n en tiempo real:<\/strong> De reacciones en canales online durante el lanzamiento de productos.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Orientaci\u00f3n de anuncios y predicci\u00f3n:<\/strong>\u00a0De las preferencias de los clientes.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Identificaci\u00f3n y seguimiento:<\/strong>\u00a0De los niveles de confianza de los clientes, sus opiniones y actitud en diferentes canales online y servicios de soporte automatizado al cliente.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Identificaci\u00f3n de clientes potenciales.<\/strong><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Gesti\u00f3n de relaciones con los clientes.<\/strong><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Mejor comprensi\u00f3n de enfermedades:<\/strong>\u00a0Mutaciones de enfermedades y terapias gen\u00e9ticas.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>An\u00e1lisis de im\u00e1genes m\u00e9dicas:<\/strong>\u00a0Como radiograf\u00edas y resonancias magn\u00e9ticas, aumentando la precisi\u00f3n diagn\u00f3stica, en un menor tiempo y con un menor coste que los m\u00e9todos tradicionales.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Exploraci\u00f3n de la posibilidad de reutilizaci\u00f3n de f\u00e1rmacos<\/strong> ya conocidos y probados para su uso contra nuevas enfermedades.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Detecci\u00f3n, predicci\u00f3n y prevenci\u00f3n:<\/strong>\u00a0De amenazas sofisticadas en tiempo real en el campo de la ciberseguridad.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Identificaci\u00f3n en textos de sentimientos positivos y negativos.<\/strong><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Localizaci\u00f3n de caras e identificaci\u00f3n de emociones faciales.<\/strong><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul>\n<li><strong>Reconocimiento de voz.<\/strong><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/ds4business.com.co\/wp-content\/uploads\/2023\/10\/Machine-Learning-DS4B-4-1.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-1029 aligncenter\" src=\"https:\/\/ds4business.com.co\/wp-content\/uploads\/2023\/10\/Machine-Learning-DS4B-4-1.jpg\" alt=\"\" width=\"2510\" height=\"1670\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2><strong>\u00bfCu\u00e1les problemas se solucionan con\u00a0<em>&#8216;Machine Learning&#8217;<\/em>?<\/strong><\/h2>\n<p>&nbsp;<\/p>\n<ul>\n<li>Problemas de <strong>clasificaci\u00f3n<\/strong>.<\/li>\n<li>Problemas de <strong>clustering o agrupamiento<\/strong>.<\/li>\n<li>Problemas de <strong>regresi\u00f3n<\/strong> (determinar un valor).<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4><strong>Con el\u00a0<em>&#8216;Machine Learning&#8217;<\/em> puedes conocer las herramientas que tu organizaci\u00f3n debe desarrollar para tener un sistema anal\u00edtico contra el fraude, a trav\u00e9s de estrategias de negocio que le ayuden a identificar patrones at\u00edpicos y detectar posibles casos.<\/strong><\/h4>\n<p>&nbsp;<\/p>\n<h4><strong>Cont\u00e1ctanos:<\/strong><\/h4>\n<p><strong> \u00a0(304) 5488829 \u2013 (316) 3227539<\/strong><br \/>\n<strong> \u00a0<a href=\"mailto:contactenos@ds4business.com.co\">contactenos@ds4business.com.co<\/a><\/strong><\/p>\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>\u00bfQu\u00e9 es Machine Learning y con qu\u00e9 ayuda? &nbsp; El &#8216;Machine Learning&#8217; o &#8216;Aprendizaje Autom\u00e1tico&#8217; es una rama de la inteligencia artificial que permite que las m\u00e1quinas sean capaces de aprender, identificar patrones, y hacer predicciones en base a los datos recopilados anteriormente. &nbsp; &nbsp; El\u00a0&#8216;Machine Learning&#8217; consiste b\u00e1sicamente en automatizar, mediante distintos algoritmos, la [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":2373,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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