{"id":128716,"date":"2023-06-08T10:00:00","date_gmt":"2023-06-08T08:00:00","guid":{"rendered":"http:\/\/e3mag.com\/?p=128716"},"modified":"2023-05-30T14:59:37","modified_gmt":"2023-05-30T12:59:37","slug":"inteligencia-artificial-entrenamiento-datos-comer-bien-justo-y-equilibrado-ser","status":"publish","type":"post","link":"https:\/\/e3mag.com\/es\/inteligencia-artificial-entrenamiento-datos-comer-bien-justo-y-equilibrado-ser\/","title":{"rendered":"Inteligencia artificial: los datos de entrenamiento deben ser buenos, justos y equilibrados"},"content":{"rendered":"

Aspectos a tener en cuenta con la IA<\/h2>\n\n\n\n

Cuando se utiliza la IA, \u00bfc\u00f3mo puede garantizarse no solo la calidad de los datos, sino tambi\u00e9n el cumplimiento de los requisitos \u00e9ticos y legales? Un curso gratuito en l\u00ednea que comienza el 19 de abril en openHPI, la plataforma de educaci\u00f3n abierta del Instituto Hasso Plattner, presenta estas cuestiones del aprendizaje autom\u00e1tico.<\/p>\n\n\n\n

Est\u00e1 dirigido por el catedr\u00e1tico del IPH Felix Naumann y otros tres expertos: Jessica Heesen, especialista en \u00e9tica de los medios de comunicaci\u00f3n de la Universidad de Tubinga, Frauke Rostalski, catedr\u00e1tica de Derecho Penal de la Universidad de Colonia, y Sebastian Hallensleben, experto en normas de la Asociaci\u00f3n de Tecnolog\u00edas El\u00e9ctricas, Electr\u00f3nicas y de la Informaci\u00f3n. Los participantes aprender\u00e1n c\u00f3mo los expertos en inform\u00e1tica, derecho, \u00e9tica y normalizaci\u00f3n ven las cuestiones relacionadas con las aplicaciones de macrodatos desde diferentes perspectivas.\u00a0 <\/p>\n\n\n\n

\n
\n
\"Felix<\/figure>\n<\/div>\n\n\n\n
\n

\u201cMostramos a los reci\u00e9n llegados al tema a qu\u00e9 aspectos deben prestar atenci\u00f3n en la recogida de datos y<\/em> Procesamiento al que hay que prestar atenci\u00f3n para utilizar datos de entrenamiento buenos, justos y equilibrados y desarrollar as\u00ed tambi\u00e9n sistemas de IA justos.<\/em>\u201c<\/p>\n\n\n\n

Felix Naumann,
Profesor de Sistemas de Informaci\u00f3n,
Instituto Hasso Plattner, Universidad de Potsdam<\/em><\/p>\n<\/div>\n<\/div>\n\n\n\n

\"Mostramos a los reci\u00e9n llegados al tema a qu\u00e9 aspectos deben prestar atenci\u00f3n en la recopilaci\u00f3n y el procesamiento de datos para utilizar datos de entrenamiento buenos, justos y equilibrados y desarrollar as\u00ed tambi\u00e9n sistemas de IA justos\", afirma Felix Naumann. Seg\u00fan \u00e9l, requisitos como la no discriminaci\u00f3n, la consideraci\u00f3n de la diversidad o la protecci\u00f3n de datos de los empleados repercuten en los datos y procesos con los que se entrenaron previamente los modelos de IA. \"A la inversa, los datos de entrenamiento incompletos, err\u00f3neos, inapropiados o sesgados conducen a modelos inseguros\", advierte Naumann.<\/p>\n\n\n\n

As\u00ed, los resultados podr\u00edan conducir en \u00faltima instancia a decisiones err\u00f3neas. Junto con los dem\u00e1s instructores del curso, el inform\u00e1tico quiere demostrar que los requisitos legales para los datos de prueba, validaci\u00f3n y entrenamiento en el aprendizaje autom\u00e1tico, as\u00ed como su aplicaci\u00f3n en normas y est\u00e1ndares, siguen \"en gran medida sin resolverse\". Los interesados pueden inscribirse en el curso gratuito de dos semanas \"AI and Data Quality - Perspectives from Data Science, Ethics, Standardisation and Law\" en la web oficial: open.hpi.de<\/a><\/p>","protected":false},"excerpt":{"rendered":"

Unos datos de entrenamiento incompletos, err\u00f3neos o sesgados podr\u00edan dar lugar a modelos poco fiables y, en \u00faltima instancia
\nconducen a decisiones equivocadas.<\/p>","protected":false},"author":38,"featured_media":128721,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"pmpro_default_level":"","footnotes":""},"categories":[2],"tags":[624,626,42543],"coauthors":[19920],"class_list":["post-128716","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sap-nachrichten","tag-ki-joule","tag-kuenstliche-intelligenz","tag-mag-23-05","pmpro-has-access"],"acf":[],"featured_image_urls_v2":{"full":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring.jpg",1200,540,false],"thumbnail":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring-150x150.jpg",150,150,true],"medium":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring-400x180.jpg",400,180,true],"medium_large":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring-768x346.jpg",768,346,true],"large":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring.jpg",1200,540,false],"image-100":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring-100x45.jpg",100,45,true],"image-480":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring-480x216.jpg",480,216,true],"image-640":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring-640x288.jpg",640,288,true],"image-720":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring-720x324.jpg",720,324,true],"image-960":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring-960x432.jpg",960,432,true],"image-1168":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring-1168x526.jpg",1168,526,true],"image-1440":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring.jpg",1200,540,false],"image-1920":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring.jpg",1200,540,false],"1536x1536":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring.jpg",1200,540,false],"2048x2048":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring.jpg",1200,540,false],"trp-custom-language-flag":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring.jpg",18,8,false],"bricks_large_16x9":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring.jpg",1200,540,false],"bricks_large":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring.jpg",1200,540,false],"bricks_large_square":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring.jpg",1200,540,false],"bricks_medium":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring-600x270.jpg",600,270,true],"bricks_medium_square":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring-600x540.jpg",600,540,true],"profile_24":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring-24x24.jpg",24,24,true],"profile_48":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring-48x48.jpg",48,48,true],"profile_96":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring-96x96.jpg",96,96,true],"profile_150":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring-150x150.jpg",150,150,true],"profile_300":["https:\/\/e3mag.com\/wp-content\/uploads\/2023\/06\/shutterstock_2244883101_Lightspring-300x300.jpg",300,300,true]},"post_excerpt_stackable_v2":"

Unvollst\u00e4ndige, fehlerbehaftete oder einseitige Trainingsdaten k\u00f6nnten zu unsicheren Modellen und letztlich
\nzu Fehlentscheidungen f\u00fchren.<\/p>\n","category_list_v2":"Community Nachrichten<\/a>","author_info_v2":{"name":"Revista E-3","url":"https:\/\/e3mag.com\/es\/author\/e-3-magazin\/"},"comments_num_v2":"0 comentarios","_links":{"self":[{"href":"https:\/\/e3mag.com\/es\/wp-json\/wp\/v2\/posts\/128716","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/e3mag.com\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/e3mag.com\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/e3mag.com\/es\/wp-json\/wp\/v2\/users\/38"}],"replies":[{"embeddable":true,"href":"https:\/\/e3mag.com\/es\/wp-json\/wp\/v2\/comments?post=128716"}],"version-history":[{"count":0,"href":"https:\/\/e3mag.com\/es\/wp-json\/wp\/v2\/posts\/128716\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/e3mag.com\/es\/wp-json\/wp\/v2\/media\/128721"}],"wp:attachment":[{"href":"https:\/\/e3mag.com\/es\/wp-json\/wp\/v2\/media?parent=128716"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/e3mag.com\/es\/wp-json\/wp\/v2\/categories?post=128716"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/e3mag.com\/es\/wp-json\/wp\/v2\/tags?post=128716"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/e3mag.com\/es\/wp-json\/wp\/v2\/coauthors?post=128716"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}