{"id":5156,"date":"2023-06-26T10:40:17","date_gmt":"2023-06-26T08:40:17","guid":{"rendered":"http:\/\/nextbrain.ai\/?p=5156"},"modified":"2023-07-10T06:53:25","modified_gmt":"2023-07-10T04:53:25","slug":"can-synthetic-data-redefine-the-course-of-ai","status":"publish","type":"post","link":"https:\/\/nextbrain.ai\/fr\/blog\/can-synthetic-data-redefine-the-course-of-ai","title":{"rendered":"Les donn\u00e9es synth\u00e9tiques peuvent-elles red\u00e9finir le cours de l'IA ?"},"content":{"rendered":"<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>&#8221; &#8230; dans la mesure o\u00f9 les propositions des math\u00e9matiques se r\u00e9f\u00e8rent \u00e0 la r\u00e9alit\u00e9, elles ne sont pas certaines ; et dans la mesure o\u00f9 elles sont certaines, elles ne se r\u00e9f\u00e8rent pas \u00e0 la r\u00e9alit\u00e9.&#8221;<\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Albert Einstein<\/p>\n<\/blockquote>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image is-style-rounded\">\n<figure class=\"aligncenter size-full\"><img fetchpriority=\"high\" decoding=\"async\" src=\"http:\/\/nextbrain.ai\/wp-content\/uploads\/2023\/06\/syntethic-data.jpg\" alt=\"\" class=\"wp-image-5157\" width=\"460\" height=\"255\"\/><\/figure><\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>Essentiellement, la technologie des donn\u00e9es synth\u00e9tiques permet aux praticiens de fabriquer sans effort les donn\u00e9es qu'ils recherchent, instantan\u00e9ment et en abondance, personnalis\u00e9es selon leurs sp\u00e9cifications exactes. Par exemple, une entreprise de fabrication met en \u0153uvre un nouveau processus qui n\u00e9cessite beaucoup d'exp\u00e9rimentation. R\u00e9aliser de tels tests exige des ressources significatives en termes de temps et d'argent, en particulier lorsque notre objectif est d'assurer le bon fonctionnement de ces mises en \u0153uvre. L'utilisation de donn\u00e9es synth\u00e9tiques peut aider \u00e0 r\u00e9duire cet effort, acc\u00e9l\u00e9rant ainsi la strat\u00e9gie de mise sur le march\u00e9. De cette mani\u00e8re, il semble que l'utilisation de donn\u00e9es synth\u00e9tiques soit la solution miracle pour toute entreprise.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p>Mais il y a des critiques qui, en l'absence de suffisamment de cas d'affaires r\u00e9ussis, affirment que cette technologie pr\u00e9sente des probl\u00e8mes. Ils soutiennent que l'une des id\u00e9es les plus importantes de l'analyse des donn\u00e9es est d'estimer l'incertitude associ\u00e9e \u00e0 nos conclusions, qui peut \u00eatre influenc\u00e9e par la quantit\u00e9 de donn\u00e9es disponibles. Ainsi, l'introduction de donn\u00e9es synth\u00e9tiques pourrait artificiellement renforcer notre confiance dans notre analyse, nous conduisant \u00e0 prendre de mauvaises d\u00e9cisions.<\/p>\n\n\n\n<p>L'incertitude a \u00e9t\u00e9 la pierre angulaire des sciences de la d\u00e9cision pendant des ann\u00e9es, au point qu'elle a circonscrit des concepts aussi fondamentaux que l'\u00e9tude de la nature des donn\u00e9es ou la compr\u00e9hension de sa structure globale sous-jacente. Pour cette raison, les math\u00e9maticiens modernes et les data scientists adoptent une nouvelle approche bas\u00e9e sur une id\u00e9e fondamentale : les donn\u00e9es ont une forme, et la forme a un sens. Et ce sens est au moins aussi pr\u00e9cieux que l'incertitude associ\u00e9e \u00e0 son utilisation.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>En conclusion, adopter de nouvelles perspectives sur les donn\u00e9es est crucial dans notre qu\u00eate pour adopter de nouvelles opportunit\u00e9s comme les donn\u00e9es synth\u00e9tiques dans nos processus de prise de d\u00e9cision.<\/p>\n<\/blockquote>","protected":false},"excerpt":{"rendered":"<p>&#8221; &#8230; as far as the propositions of mathematics refer to reality, they are not certain; and as far as they are certain, they do [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":5157,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[70],"tags":[],"class_list":["post-5156","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Can synthetic data redefine the course of AI? - NextBrain AI | No-Code Machine Learning<\/title>\n<meta name=\"description\" content=\"Can synthetic data reshape the future of AI? 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