{"id":27888,"date":"2017-04-25T10:25:28","date_gmt":"2017-04-25T10:25:28","guid":{"rendered":"http:\/\/www.zemsania.com\/?p=16498"},"modified":"2022-12-23T10:59:48","modified_gmt":"2022-12-23T10:59:48","slug":"ia-inteligencia-artificial-machine-learning-sector-industrial","status":"publish","type":"post","link":"https:\/\/zemsaniaglobalgroup.com\/ca\/ia-inteligencia-artificial-machine-learning-sector-industrial\/","title":{"rendered":"La IA i el Machine Learning, dues tecnologies que van de la m\u00e0"},"content":{"rendered":"<p>En la actualidad, las nuevas tecnolog\u00edas est\u00e1n dando paso a un impulso tecnol\u00f3gico llamado Big Data, el cual aporta informaci\u00f3n en grandes <strong>Vol\u00famenes<\/strong>, a gran <strong>Velocidad<\/strong>, con gran <strong>Variedad <\/strong>i&nbsp; <strong>Variabilidad<\/strong>. El mercado ha entrado en la era de la Transformaci\u00f3n Digital. Nos encontramos, entre otros, con una disciplina que tiene una demanda generalizada pr\u00e1cticamente en todos los sectores de la econom\u00eda. Se trata de la <strong>IA, <\/strong>o Inteligencia Artificial.<\/p>\n\n\n\n<p>Desde los a\u00f1os 50 del siglo XX, la Inteligencia Artificial (<strong>IA<\/strong>) ha sido una ciencia utilizada fundamentalmente para realizar\u00a0 an\u00e1lisis de comportamientos y predicciones, en sus inicios a nivel de laboratorio. Despu\u00e9s de toda la evoluci\u00f3n producida, podemos decir que hoy <strong>IA<\/strong> significa analizar la informaci\u00f3n que en forma masiva nos entregan las nuevas tecnolog\u00edas (Big Data) y devolverla con una <strong><em>inteligencia \u00fatil<\/em><\/strong> para diversos prop\u00f3sitos. Por eso, la <a href=\"https:\/\/zemsaniaglobalgroup.com\/ca\/ia-robotica-impulsores-crecimiento-2017\/\" target=\"_blank\" rel=\"noreferrer noopener\">Inteligencia Artificial y la rob\u00f3tica son dos de los factores de mayor crecimiento en 2017<\/a>.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u00cdndex de continguts<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/zemsaniaglobalgroup.com\/ca\/ia-inteligencia-artificial-machine-learning-sector-industrial\/#La_importancia_de_la_IA_en_el_sector_industrial\" >La importancia de la IA en el sector industrial<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/zemsaniaglobalgroup.com\/ca\/ia-inteligencia-artificial-machine-learning-sector-industrial\/#Las_maquinas_y_el_aprendizaje_sin_humanos\" >Las m\u00e1quinas y el aprendizaje sin humanos<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"has-ast-global-color-0-color has-text-color wp-block-heading\"><span class=\"ez-toc-section\" id=\"La_importancia_de_la_IA_en_el_sector_industrial\"><\/span>La importancia de la IA en el sector industrial<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Pero la gran aportaci\u00f3n, hoy,&nbsp; en el campo de la<strong> IA<\/strong> es la capacidad de <strong><em>aprendizaje<\/em><\/strong>. Se est\u00e1 desarrollando una algor\u00edtmica que nos permite pedir a las <strong><em>m\u00e1quinas que aprendan por s\u00ed solas<\/em><\/strong>, sin necesidad de tener que programar reglas para las infinitas combinaciones de los datos&nbsp; aportados por las nuevas capacidades tecnol\u00f3gicas del mundo real. Hemos avanzado mucho en la capacidad que tienen las m\u00e1quinas para aprender de su propia experiencia (auto-programarse) a partir de los datos que ingestan. Esta disciplina se llama <strong>Machine Learning<\/strong> (ML, tambi\u00e9n conocido como aprendizaje autom\u00e1tico), y se trata de un sub-campo de <strong>IA<\/strong>.<\/p>\n\n\n\n<p>Resumiendo, las nuevas tecnolog\u00edas (Big Data, IoT, Omnicanal, etc.) nos han permitido desarrollar una nueva disciplina (<strong>ML<\/strong>)&nbsp; que permite a las m\u00e1quinas el aprendizaje autom\u00e1tico, a trav\u00e9s de algoritmos de aprendizaje. Los algoritmos de aprendizaje tienen un <strong>comportamiento similar&nbsp; al que utiliza la naturaleza para desarrollar el aprendizaje de los ni\u00f1os<\/strong>: <em>las conductas que se premian tienden a aumentar su probabilidad de ocurrencia, mientras que las conductas que se castigan tienden a desaparecer<\/em>. Se trata del aprendizaje supervisado: \u201cqu\u00e9 est\u00e1 bien \u2013 qu\u00e9 est\u00e1 mal\u201d. En <strong>Machine Learning<\/strong>, esta supervisi\u00f3n la realizan los expertos en algor\u00edtmica, los cuales invierten una gran cantidad de tiempo entrenando a las m\u00e1quinas; <em>generalizan comportamientos a partir de informaciones que suministran en forma de ejemplo<\/em>.<\/p>\n\n\n\n<h3 class=\"has-ast-global-color-0-color has-text-color wp-block-heading\"><span class=\"ez-toc-section\" id=\"Las_maquinas_y_el_aprendizaje_sin_humanos\"><\/span>Las m\u00e1quinas y el aprendizaje sin humanos<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Las m\u00e1quinas est\u00e1n aprendiendo a \u201ccomportarse\u201d, a detectar&nbsp; objetos, a interpretar palabras. Su penetraci\u00f3n en el mercado est\u00e1 creciendo a gran velocidad gracias a los nuevos canales de difusi\u00f3n, como por ejemplo los Sistemas Cloud: Amazon Machine Learning o Azure Machine Learning.<\/p>\n\n\n\n<p>Los avances son imparables (en algor\u00edtmica, en Big Data, en IoT, etc.) y el aprendizaje&nbsp; supervisado est\u00e1 siendo sustituido por el <strong><em>aprendizaje autom\u00e1tico<\/em><\/strong>: los algoritmos aprenden sin intervenci\u00f3n humana.&nbsp; Un avance muy importante llamado Deep Learning (<strong>DL, <\/strong>una rama del<strong> Machine Learning<\/strong>), permite acercarse cada vez m\u00e1s al modo de funcionamiento del sistema nervioso humano.<\/p>\n\n\n\n<p>Los algoritmos de <strong>Deep Learning<\/strong> son capaces de procesar millones de datos no estructurados y establecer conexiones entre ellos casi imperceptibles. Es lo que ocurre, por ejemplo, en las plantaciones agr\u00edcolas en las que se pretende optimizar el m\u00e9todo de producci\u00f3n. Los robots agr\u00edcolas son capaces de analizar el cultivo y monitorizar su crecimiento, teniendo en cuenta variables como&nbsp;la cantidad de fertilizante que necesitan, los litros de&nbsp;agua necesarios en cada momento o si la plantaci\u00f3n ser\u00e1 capaz de sobreponerse a las plagas de la zona.<\/p>\n\n\n\n<p>El <strong>Deep Learning<\/strong> aporta muchas ventajas, tales como:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Crea sistemas mucho m\u00e1s inteligentes, porque analiza grandes cantidades de datos y establece relaciones entre ellos casi imperceptibles<\/li>\n\n\n\n<li>Mucho m\u00e1s r\u00e1pidos, porque analiza y responde en segundos<\/li>\n\n\n\n<li>Mucho m\u00e1s preciso, porque siempre encuentra la mejor soluci\u00f3n, con el m\u00ednimo error posible<\/li>\n\n\n\n<li>Mucho m\u00e1s barato que consultarlo en fuentes externas o desarrollarlo de forma manual, cometi\u00e9ndose menos errores<\/li>\n\n\n\n<li>Aprende autom\u00e1ticamente de tus datos, mejora las predicciones y da la respuesta buscada, de forma sencilla<\/li>\n<\/ul>\n\n\n\n<p>El aprendizaje autom\u00e1tico ir\u00e1 incorporando paulatinamente nuevas funciones\u00a0 cercanas a la inteligencia humana, por ejemplo razonamiento, motivaci\u00f3n, emoci\u00f3n, etc.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong><em>*Resumen realizado a partir del art\u00edculo del Dr. Ra\u00fal Arrabales Moreno, Accenture Advanced Analytics y los art\u00edculos de SOLVER Machine Learning S.L.<\/em><\/strong><\/p>\n<\/blockquote>","protected":false},"excerpt":{"rendered":"<p>En la actualidad, las nuevas tecnolog\u00edas est\u00e1n dando paso a un impulso tecnol\u00f3gico llamado Big Data, el cual aporta informaci\u00f3n en grandes Vol\u00famenes, a gran Velocidad, con gran Variedad y&nbsp; Variabilidad. El mercado ha entrado en la era de la Transformaci\u00f3n Digital. Nos encontramos, entre otros, con una disciplina que tiene una demanda generalizada pr\u00e1cticamente [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":27889,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"_uag_custom_page_level_css":"","footnotes":""},"categories":[2,3],"tags":[5],"class_list":["post-27888","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-noticias-zemsania","category-tendencias-it-digital","tag-industria-4-0"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>La IA y el Machine Learning, dos tecnolog\u00edas que van de la mano<\/title>\n<meta name=\"description\" content=\"El experto en Machine Learning, Mario Velando, analiza el presente y futuro de la IA y el Machine Learning en el sector industrial. 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