{"id":84238,"date":"2023-06-12T21:24:00","date_gmt":"2023-06-13T03:24:00","guid":{"rendered":"https:\/\/educacionenlinea.uic.mx\/blog\/?p=84238"},"modified":"2023-06-08T11:25:52","modified_gmt":"2023-06-08T17:25:52","slug":"machine-learning-una-guia-para-principiantes","status":"publish","type":"post","link":"https:\/\/educacionenlinea.uic.mx\/blog\/educacion-continua\/machine-learning-una-guia-para-principiantes\/","title":{"rendered":"Machine learning: una gu\u00eda para principiantes"},"content":{"rendered":"\n<p>La <strong>IA<\/strong> o Inteligencia Artificial est\u00e1 en todas partes y sus aplicaciones son tan amplias que tiene pertinencia en diferentes industrias. Un <strong>tipo de IA<\/strong> es el <strong>Machine learning (ML)<\/strong> o aprendizaje autom\u00e1tico.<\/p>\n\n\n\n<p>El <strong>aprendizaje autom\u00e1tico<\/strong> es un modelo de IA que se especializa en el desarrollo de algoritmos y modelos que permiten a las computadoras aprender y tomar decisiones, as\u00ed como realizar algunas predicciones sin ser \u201cprogramadas\u201d.<\/p>\n\n\n\n<p>Adentrarse en el apasionante mundo de la <strong><a href=\"https:\/\/goo.su\/DPFAF\" target=\"_blank\" rel=\"noreferrer noopener\"><mark style=\"background-color:rgba(0, 0, 0, 0);color:#0236f1\" class=\"has-inline-color\">inteligencia artificial<\/mark><\/a> <\/strong>y sus aplicaciones para la toma de decisiones m\u00e1s estrat\u00e9gicas, es un atractivo para industrias tan importantes como las siguientes:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Financiera<\/li>\n\n\n\n<li>Medicina y salud<\/li>\n\n\n\n<li>Manufacturera<\/li>\n\n\n\n<li>Minorista y comercio electr\u00f3nico<\/li>\n\n\n\n<li>Publicidad y marketing<\/li>\n\n\n\n<li>Transporte y log\u00edstica<\/li>\n\n\n\n<li>Energ\u00eda y servicios p\u00fablicos<\/li>\n\n\n\n<li>Sector agr\u00edcola<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading has-text-color\" style=\"color:#0367ae\"><strong>\u00bfC\u00f3mo funciona el Machine learning?<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"485\" src=\"https:\/\/educacionenlinea.uic.mx\/blog\/wp-content\/uploads\/2023\/06\/Img-2-1024x485.jpg\" alt=\"El Machine learning trabaja con una serie compleja de datos que se programan y analizan.\" class=\"wp-image-84246\" srcset=\"https:\/\/educacionenlinea.uic.mx\/blog\/wp-content\/uploads\/2023\/06\/Img-2-1024x485.jpg 1024w, https:\/\/educacionenlinea.uic.mx\/blog\/wp-content\/uploads\/2023\/06\/Img-2-300x142.jpg 300w, https:\/\/educacionenlinea.uic.mx\/blog\/wp-content\/uploads\/2023\/06\/Img-2-768x364.jpg 768w, https:\/\/educacionenlinea.uic.mx\/blog\/wp-content\/uploads\/2023\/06\/Img-2-1536x728.jpg 1536w, https:\/\/educacionenlinea.uic.mx\/blog\/wp-content\/uploads\/2023\/06\/Img-2-2048x970.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Contrario a lo que hemos visto en pel\u00edculas, a\u00fan estamos lejos de que la IA domine a la humanidad y nos lleve a un escenario apocal\u00edptico, donde nuestra presencia sea aniquilada.<\/p>\n\n\n\n<p>Es cierto que existen tipos de <strong><a href=\"https:\/\/goo.su\/DPFAF\" target=\"_blank\" rel=\"noreferrer noopener\"><mark style=\"background-color:rgba(0, 0, 0, 0);color:#0236f1\" class=\"has-inline-color\">IA avanzadas y complejas<\/mark><\/a><\/strong>, que paulatinamente aprenden por si solas, gracias a las redes neuronales artificiales que crean, lo que resulta en aprendizaje m\u00e1s profundo y con menor intervenci\u00f3n humana.<\/p>\n\n\n\n<p>El <strong>Machine learning<\/strong> requiere un m\u00ednimo de intervenci\u00f3n humana, porque no trabaja con redes neuronales, m\u00e1s bien con una serie compleja de datos que se programan, para ofrecer una cantidad \u201climitada\u201d de respuestas.<\/p>\n\n\n\n<p>Cuando mencionamos \u201climitada\u201d, es porque est\u00e1 <strong>sujeta a la cantidad de datos que almacene su matriz<\/strong>, depender\u00e1 mucho de la programaci\u00f3n con la que se construya.<\/p>\n\n\n\n<p>Las etapas para construir un modelo de <strong>ML<\/strong>, son los siguientes:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Recopilaci\u00f3n de datos<\/li>\n\n\n\n<li>Preparaci\u00f3n de datos<\/li>\n\n\n\n<li>Selecci\u00f3n del algoritmo<\/li>\n\n\n\n<li>Entrenamiento del modelo<\/li>\n\n\n\n<li>Evaluaci\u00f3n del modelo<\/li>\n\n\n\n<li>Mejora y ajuste<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><mark style=\"background-color:rgba(0, 0, 0, 0);color:#0367ae\" class=\"has-inline-color\">\u00bfQui\u00e9nes son las personas que pueden aprender sobre<\/mark><\/strong> <mark style=\"background-color:rgba(0, 0, 0, 0);color:#0367ae\" class=\"has-inline-color\">ML<\/mark><strong><mark style=\"background-color:rgba(0, 0, 0, 0);color:#0367ae\" class=\"has-inline-color\">?<\/mark><\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"485\" src=\"https:\/\/educacionenlinea.uic.mx\/blog\/wp-content\/uploads\/2023\/06\/Img-1-1024x485.jpg\" alt=\"Las personas interesadas en aprender ML, deben ser entusiastas y autodidactas.\" class=\"wp-image-84247\" srcset=\"https:\/\/educacionenlinea.uic.mx\/blog\/wp-content\/uploads\/2023\/06\/Img-1-1024x485.jpg 1024w, https:\/\/educacionenlinea.uic.mx\/blog\/wp-content\/uploads\/2023\/06\/Img-1-300x142.jpg 300w, https:\/\/educacionenlinea.uic.mx\/blog\/wp-content\/uploads\/2023\/06\/Img-1-768x364.jpg 768w, https:\/\/educacionenlinea.uic.mx\/blog\/wp-content\/uploads\/2023\/06\/Img-1-1536x728.jpg 1536w, https:\/\/educacionenlinea.uic.mx\/blog\/wp-content\/uploads\/2023\/06\/Img-1-2048x970.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Aprender sobre <strong>IA <\/strong>no est\u00e1 limitado a un perfil profesional en espec\u00edfico, si bien las formaciones previas en <strong>ciencias de datos o programaci\u00f3n<\/strong>, son muy \u00fatiles, no es restrictivo, porque las bases se pueden aprender.<\/p>\n\n\n\n<p>Sin importar el \u00e1rea profesional, las personas interesadas en aprender <strong>ML<\/strong>, deben ser <strong>entusiastas y autodidactas<\/strong>, porque siempre hay nuevas actualizaciones y avances en materia de IA.<\/p>\n\n\n\n<p>Para tener una <strong>comprensi\u00f3n amplia<\/strong> de este tipo de IA, es necesario tener buenas bases en matem\u00e1ticas, estad\u00edsticas y programaci\u00f3n, al menos manejando los principios epist\u00e9micos de cada uno.<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-color\" style=\"color:#0367ae\"><strong>Entra de lleno al mundo del Machine learning<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"485\" src=\"https:\/\/educacionenlinea.uic.mx\/blog\/wp-content\/uploads\/2023\/06\/Img-3-1024x485.jpg\" alt=\"El ML forma parte de ecosistemas m\u00e1s amplios, como el Business Intelligence (BI).\" class=\"wp-image-84248\" srcset=\"https:\/\/educacionenlinea.uic.mx\/blog\/wp-content\/uploads\/2023\/06\/Img-3-1024x485.jpg 1024w, https:\/\/educacionenlinea.uic.mx\/blog\/wp-content\/uploads\/2023\/06\/Img-3-300x142.jpg 300w, https:\/\/educacionenlinea.uic.mx\/blog\/wp-content\/uploads\/2023\/06\/Img-3-768x364.jpg 768w, https:\/\/educacionenlinea.uic.mx\/blog\/wp-content\/uploads\/2023\/06\/Img-3-1536x728.jpg 1536w, https:\/\/educacionenlinea.uic.mx\/blog\/wp-content\/uploads\/2023\/06\/Img-3-2048x970.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>El <strong>ML<\/strong> forma parte de ecosistemas m\u00e1s amplios, como el <a href=\"https:\/\/educacionenlinea.uic.mx\/blog\/general\/el-business-intelligence-y-la-ia\/\" target=\"_blank\" rel=\"noreferrer noopener\">Business Intelligence (BI)<\/a>. Aprender sobre <strong>Machine learning<\/strong>, es dominar la etapa de <strong><a href=\"https:\/\/goo.su\/DPFAF\" target=\"_blank\" rel=\"noreferrer noopener\"><mark style=\"background-color:rgba(0, 0, 0, 0);color:#0236f1\" class=\"has-inline-color\">procesamiento de datos<\/mark><\/a><\/strong>, lo que implica su an\u00e1lisis estad\u00edstico y visualizaci\u00f3n para la toma de decisiones.<\/p>\n\n\n\n<p>Un proceso muy importante que determina las acciones estrat\u00e9gicas que se llevar\u00e1n a cabo, para que un proyecto arranque, cambie o se optimice.<\/p>\n\n\n\n<p class=\"has-background has-medium-font-size\" style=\"background-color:#d5f9d5\"><strong><a href=\"https:\/\/goo.su\/DPFAF\" target=\"_blank\" rel=\"noreferrer noopener\"><mark style=\"background-color:rgba(0, 0, 0, 0);color:#0236f1\" class=\"has-inline-color\">Aqu\u00ed tenemos un diplomado<\/mark><\/a><\/strong> que, te puede preparar s\u00f3lidamente en ello.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>La IA o Inteligencia Artificial est\u00e1 en todas partes y sus aplicaciones son tan amplias que tiene pertinencia en diferentes [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":84245,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[69],"tags":[379,399,398,219,215,378,123,397],"class_list":["post-84238","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-educacion-continua","tag-business-intelligence","tag-data","tag-deep-learning","tag-diplomado","tag-diplomado-en-linea","tag-ia","tag-inteligencia-artificial","tag-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Machine learning: una gu\u00eda para principiantes - Educaci\u00f3n en l\u00ednea UIC<\/title>\n<meta name=\"description\" content=\"El Machine learning es una forma de Inteligencia artificial que se especializa en el procesamiento de datos. 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