{"id":3905,"date":"2023-09-13T13:07:23","date_gmt":"2023-09-13T18:07:23","guid":{"rendered":"https:\/\/colegiovallarta.mx\/ojodeagua\/?p=3905"},"modified":"2023-09-13T13:07:33","modified_gmt":"2023-09-13T18:07:33","slug":"machine-learning","status":"publish","type":"post","link":"https:\/\/colegiovallarta.mx\/ojodeagua\/machine-learning\/","title":{"rendered":"Aprendizaje autom\u00e1tico o machine learning"},"content":{"rendered":"\n<p>Machine learning, o \u00abaprendizaje autom\u00e1tico\u00bb en espa\u00f1ol. Se puede definir como la capacidad de un sistema para analizar grandes cantidades de datos y mejorar el rendimiento ante determinados problemas, sin necesidad de intervenci\u00f3n humana. En otras palabras, a trav\u00e9s de la inteligencia artificial de aprendizaje autom\u00e1tico, las m\u00e1quinas pueden reconocer patrones de datos, comprender las relaciones entre ellos y realizar tareas autom\u00e1ticamente, el potencial de esta tecnolog\u00eda es sustancial porque los algoritmos de aprendizaje autom\u00e1tico est\u00e1n basados \u200b\u200ben datos que son capaces de reconocer e interpretar patrones para resolver problemas y proporcionar respuestas al hacer predicciones incre\u00edblemente profundas e innumerables.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">Objetivo del Machine Learning <\/h2>\n\n\n\n<p>Su objetivo es imitar el pensamiento humano y exhibir un comportamiento inteligente, el modelo necesita aprender y recopilar m\u00e1s informaci\u00f3n para mejorar al m\u00e1ximo sus predicciones de forma muy general, las m\u00e1quinas aprenden, con el tiempo y una correcta clasificaci\u00f3n de los datos, a tomar decisiones como las personas, aunque de forma m\u00e1s optimizada.<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"467\" data-id=\"3906\" src=\"https:\/\/colegiovallarta.mx\/ojodeagua\/wp-content\/uploads\/2023\/09\/machine-learning-estrategia-marketing.jpg\" alt=\"\" class=\"wp-image-3906\"\/><\/figure>\n<\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u00bfC\u00f3mo funcionan los algoritmos de aprendizaje autom\u00e1tico?<\/h2>\n\n\n\n<p>En el enfoque cl\u00e1sico y tradicional, las construcciones de programaci\u00f3n crean nuevas reglas y establecen procedimientos que brindan respuestas despu\u00e9s del an\u00e1lisis de datos. En la mayor\u00eda de los casos, este proceso requiere la intervenci\u00f3n de un programador o un experto.\u00a0 Los algoritmos de aprendizaje autom\u00e1tico, por otro lado, pueden identificar, interpretar y aprender de los datos, proporcionar respuestas, formular preguntas y reglas consistentes y hacer predicciones precisas, todo esto se hace de forma voluntaria. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u00bfCu\u00e1ndo usar el aprendizaje autom\u00e1tico?<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Sistemas de recomendaci\u00f3n:<\/strong> Las emisoras como Amazon Prime Video utilizan lo utilizan para analizar e identificar los patrones de los clientes. Para que puedas ver pel\u00edculas y series seg\u00fan tus preferencias.<\/li>\n\n\n\n<li><strong>Detector fraudes: <\/strong>Los bancos y las compa\u00f1\u00edas de tarjetas de cr\u00e9dito lo utilizan para detectar y combatir el fraude. Aqu\u00ed el sistema puede detectar comportamientos sospechosos y bloquear acciones no deseadas.<\/li>\n\n\n\n<li><strong>Tratamiento de enfermedades:\u00a0 <\/strong>Es muy eficaz en la prevenci\u00f3n y el tratamiento de enfermedades, y tambi\u00e9n se utiliza en el diagn\u00f3stico por im\u00e1genes. Para ello, el sistema compara las im\u00e1genes y analiza los cambios que indican posibles fallos.<\/li>\n<\/ol>\n\n\n\n<p>La clave es pasar de la programaci\u00f3n basada en reglas a la basada en datos categorizados. Cuanto m\u00e1s entrenemos al algoritmo, este mejor aprende sobre nuestros intereses y recomienda mejores resultados<strong>.<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Machine learning, o \u00abaprendizaje autom\u00e1tico\u00bb en espa\u00f1ol. Se puede definir como la capacidad de un sistema para analizar grandes cantidades de datos y mejorar el rendimiento ante determinados problemas, sin necesidad de intervenci\u00f3n humana.<\/p>\n","protected":false},"author":2,"featured_media":3907,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","footnotes":""},"categories":[80,70],"tags":[],"class_list":["post-3905","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-escuela","category-tecnologia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Aprendizaje autom\u00e1tico o machine learning<\/title>\n<meta name=\"description\" content=\"Aprendizaje Autom\u00e1tico se puede definir como la capacidad de un sistema para analizar grandes cantidades de datos\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/colegiovallarta.mx\/ojodeagua\/machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Aprendizaje autom\u00e1tico o machine learning\" \/>\n<meta property=\"og:description\" content=\"Aprendizaje Autom\u00e1tico se puede definir como la capacidad de un sistema para analizar grandes cantidades de datos\" \/>\n<meta property=\"og:url\" content=\"https:\/\/colegiovallarta.mx\/ojodeagua\/machine-learning\/\" \/>\n<meta property=\"og:site_name\" content=\"Colegio Vallarta - 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