{"id":11963,"date":"2022-06-02T09:46:33","date_gmt":"2022-06-02T07:46:33","guid":{"rendered":"http:\/\/vigotecnoloxico.uvigo.es\/?p=11963"},"modified":"2022-06-02T13:23:27","modified_gmt":"2022-06-02T11:23:27","slug":"investigadores-do-cintecx-afondan-no-eido-do-machine-learning","status":"publish","type":"post","link":"http:\/\/vigotecnoloxicouvigo.vl27503.dinaserver.com\/gl\/investigadores-do-cintecx-afondan-no-eido-do-machine-learning\/","title":{"rendered":"Persoal de investigaci\u00f3n do CINTECX afonda no eido do Machine Learning"},"content":{"rendered":"<h3>O curso impartiuse entre os d\u00edas 23 e 27 de maio<\/h3>\n<p>Durante a pen\u00faltima semana de maio, un grupo de investigadoras e investigadores do <a href=\"http:\/\/cintecx.uvigo.es\/es\/\"><strong>Centro de investigaci\u00f3n en Tecnolox\u00edas, Enerx\u00eda e Procesos Industriais (CINTECX)<\/strong><\/a> puideron formar parte do curso \u201c <strong>Introduci\u00f3n \u00e1s t\u00e9cnicas de <em>Machine Learning<\/em> no \u00e1mbito da Enxe\u00f1ar\u00eda<\/strong>\u201d organizado polo mesmo Centro. O curso contou cunha duraci\u00f3n total de 15 horas repartidas entre os d\u00edas 23 e 27 desa semana.<\/p>\n<p>No marco das xornadas de formaci\u00f3n te\u00f3rica e pr\u00e1ctica, as e os participantes puideron comprender, afondar e experimentar no desenvolvemento de modelos de <em>Machine Learning <\/em>a partir dos conceptos b\u00e1sicos do problema de aprendizaxe, facendo fincap\u00e9 na regresi\u00f3n e clasificaci\u00f3n para desenvolver modelos coa metodolox\u00eda\u00a0<em>train-validation-test<\/em>, funci\u00f3ns de perda, estratexias e algoritmos de adestramento,<em> cross validation<\/em> e m\u00e9tricas de erro. A maiores, aproveitouse para perfeccionar os co\u00f1ecementos dos asistentes, tanto de modelos non supervisados coma supervisados, ademais do estudo do algoritmo necesario para poder levar a cabo unha comparativa para a selecci\u00f3n do modelo \u00f3ptimo, minimizando os resultados aleatorios da selecci\u00f3n do conxunto de validaci\u00f3n.<\/p>\n<p>Na derradeira sesi\u00f3n, o persoal de investigaci\u00f3n do centro puxo en pr\u00e1ctica o aprendido na elaboraci\u00f3n dun caso pr\u00e1ctico para un problema de clasificaci\u00f3n e un de regresi\u00f3n, afondando en cuesti\u00f3ns recorrentes que aparecen en casos reais.<\/p>\n<p>A formaci\u00f3n, que tivo lugar no Auditorio do CINTECX, foi impartida polo profesor <a href=\"https:\/\/sites.google.com\/site\/jmtorresvigo\/\"><strong>Javier Mart\u00ednez<\/strong><\/a>, membro do <strong>Departamento de Matem\u00e1tica Aplicada I da <a href=\"https:\/\/www.uvigo.gal\/es\">Universidade de Vigo<\/a><\/strong>, experto en t\u00e9cnicas de Intelixencia Artificial e membro do <a href=\"https:\/\/citmaga.gal\/es\/home\">Centro de Investigaci\u00f3n e Tecnolox\u00eda Matem\u00e1tica de Galicia (CITMAGA)<\/a> e do CINTECX.<\/p>\n<p>&nbsp;<\/p>\n<p>Fonte: <a href=\"http:\/\/cintecx.uvigo.es\/gl\/investigadores-de-cintecx-ahondan-en-el-campo-del-machine-learning\/\">CINTECX<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>O curso impartiuse entre os d\u00edas 23 e 27 de maio Durante a pen\u00faltima semana de maio, un grupo de investigadoras e investigadores do Centro de investigaci\u00f3n en Tecnolox\u00edas, Enerx\u00eda [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":11964,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[45,71],"tags":[],"class_list":["post-11963","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-actualidade","category-cintecx-gl"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Persoal de investigaci\u00f3n do CINTECX afonda no eido do Machine Learning - Vigotec<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/vigotecnoloxicouvigo.vl27503.dinaserver.com\/gl\/investigadores-do-cintecx-afondan-no-eido-do-machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"gl_ES\" \/>\n<meta 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