{"id":5985,"date":"2022-11-17T10:40:27","date_gmt":"2022-11-17T09:40:27","guid":{"rendered":"https:\/\/web.cidai.eu\/masterclass\/masterclass-small-data\/"},"modified":"2025-12-01T17:52:06","modified_gmt":"2025-12-01T16:52:06","slug":"masterclass-small-data","status":"publish","type":"masterclass","link":"https:\/\/cidai.eu\/es\/masterclass\/masterclass-small-data\/","title":{"rendered":"Small fecha: cuando los datos parecen insuficientes para aprender modelos"},"content":{"rendered":"<p>Los desarrollos de la \u00faltima d\u00e9cada en herramientas de big data como son el deep learning ha generalizado su uso hasta el punto que ocupa buena parte del espacio del tratamiento de datos. Sin embargo, estos m\u00e9todos parten de una disponibilidad de gran cantidad de datos fiables y no sesgados. \u00bfPero qu\u00e9 ocurre cuando tenemos pocos datos y con muchos campos?<\/p>\n<p>En esta charla, hablar\u00e9 de c\u00f3mo en algunos campos como la IA y la rob\u00f3tica se puede aprender con pocos datos. M\u00e9todos como el aprendizaje por refuerzo, reducci\u00f3n de dimensionalidad y representaciones de datos que no descartan informaci\u00f3n son claves para obtener buenos modelos.<\/p>\n","protected":false},"featured_media":5898,"template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-5985","masterclass","type-masterclass","status-publish","has-post-thumbnail","hentry","format-virtual-es","idioma-catalan-es"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Small fecha: cuando los datos parecen insuficientes para aprender modelos - CIDAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/cidai.eu\/es\/masterclass\/masterclass-small-data\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Small fecha: cuando los datos parecen insuficientes para aprender modelos - 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