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l'importance de ma\u00eetriser les Transformers dans l'IA et la Data Science avec le nouveau programme du Wagon.","_yoast_wpseo_title":null,"contenu_de_larticle":"Alors que l\u2019Intelligence Artificielle (IA) ne cesse de r\u00e9volutionner l'industrie, il est essentiel de rester au fait des derni\u00e8res \u00e9volutions. <a href=\"https:\/\/www.lewagon.com\/fr\" target=\"_blank\" rel=\"noopener\">Le Wagon<\/a>, r\u00e9put\u00e9 pour son bootcamp <a href=\"https:\/\/www.lewagon.com\/fr\/data-science-course\" target=\"_blank\" rel=\"noopener\">Data Science &amp; IA<\/a>, est conscient de l'importance de doter ses \u00e9tudiants et alumni des plus r\u00e9centes comp\u00e9tences en mati\u00e8re d'IA. Le nouveau programme de la formation, tout juste mis \u00e0 jour, comprend d\u00e9sormais des sujets li\u00e9s aux Transformers tels que l'IA G\u00e9n\u00e9rative, l'\u00e9thique de l'IA et l'IA Explicative, pour que les \u00e9l\u00e8ves puissent exploiter le plein potentiel des derni\u00e8res technologies de l'IA.\r\n\r\n&nbsp;\r\n<h2>Comprendre la r\u00e9volution de l\u2019IA<\/h2>\r\nLe paysage de l'IA \u00e9volue rapidement, impactant divers secteurs et remodelant notre fa\u00e7on de vivre et de travailler. Suivre ces avanc\u00e9es n'est plus seulement un point fort mais une n\u00e9cessit\u00e9. Selon <a href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai-in-2023-generative-ais-breakout-year\" target=\"_blank\" rel=\"noopener\">le rapport 2023 de McKinsey, \"The State of AI in 2023\"<\/a>, plus de la moiti\u00e9 des entreprises internationales pr\u00e9voient d'int\u00e9grer l'IA en 2023, soulignant l'importance grandissante des comp\u00e9tences professionnelles en mati\u00e8re d'IA.\r\n\r\n&nbsp;\r\n<h2>Le r\u00f4le des Transformers dans l'\u00e9volution de l'IA<\/h2>\r\nLa croissance consid\u00e9rable de l'IA dans les entreprises peut en partie \u00eatre attribu\u00e9e \u00e0 l\u2019innovation r\u00e9volutionnaire que constituent les Transformers. Ces mod\u00e8les repr\u00e9sentent un type in\u00e9dit d'architecture de r\u00e9seau neuronal, technique inspir\u00e9e des connexions complexes du cerveau humain. Les Transformers ont ouvert de nouveaux horizons, transformant notre approche aux t\u00e2ches telles que le natural language processing (NLP), la reconnaissance vocale et m\u00eame la vision par ordinateur.\r\n\r\nEn 2017, Vaswani et al. ont pr\u00e9sent\u00e9 la base des Transformers avec \"Attention Is All You Need\". Les m\u00e9canismes d'auto-attention qu'ils ont propos\u00e9s peuvent \u00eatre utilis\u00e9s pour le traitement parall\u00e8le des donn\u00e9es, surpassant les mod\u00e8les pr\u00e9c\u00e9dents qui ne fonctionnaient que de mani\u00e8re s\u00e9quentielle. Cette approche parall\u00e8le excelle particuli\u00e8rement dans le traitement de longues s\u00e9quences et dans la saisie de relations complexes entre les donn\u00e9es. Les Transformers sont particuli\u00e8rement performants dans des t\u00e2ches comme la traduction, l'analyse de sentiments et la g\u00e9n\u00e9ration de texte.\r\n\r\nLes Transformers fonctionnent parfaitement avec le texte pour une raison bien pr\u00e9cise : ils ont \u00e9t\u00e9 sp\u00e9cifiquement con\u00e7us comme traducteurs pour surmonter les probl\u00e8mes historiques li\u00e9s \u00e0 la traduction de longues phrases. Leur entra\u00eenement \u00e0 la traduction a rapidement pu \u00eatre adapt\u00e9 \u00e0 des t\u00e2ches dans la m\u00eame langue, comme la r\u00e9ponse \u00e0 des questions, avec la similitude importante d'avoir du texte \u00e0 la fois en entr\u00e9e et en sortie. Pour la premi\u00e8re fois, des utilisateurs non techniques ont pu interagir avec ces mod\u00e8les puissants, simplement en tapant une requ\u00eate. Cela a conduit \u00e0 l'av\u00e8nement d'une branche enti\u00e8rement nouvelle de la Data Science, l'IA G\u00e9n\u00e9rative.\r\n\r\n&nbsp;\r\n<h2>L'IA G\u00e9n\u00e9rative change la donne<\/h2>\r\nAu vu de l'impact mondial du lancement de ChatGPT, l'IA G\u00e9n\u00e9rative est devenue une comp\u00e9tence essentielle pour les Data Scientists. Conscient du besoin croissant de cette comp\u00e9tence, Le Wagon a con\u00e7u un module d\u00e9di\u00e9 \u00e0 l'IA g\u00e9n\u00e9rative. En plus des connaissances techniques, les Data Scientists d'aujourd'hui doivent \u00e9galement faire face aux questions \u00e9thiques concernant l'IA et comprendre comment interpr\u00e9ter ses r\u00e9sultats. Pour r\u00e9pondre \u00e0 ces pr\u00e9occupations, Le Wagon propose d\u00e9sormais deux modules ax\u00e9s sur l'\u00e9thique de l'IA et l'IA Explicative.\r\n\r\nL'impact de l'IA G\u00e9n\u00e9rative va au-del\u00e0 du domaine technique. Elle touche un public plus large, impliquant des centaines de millions de personnes dans le monde entier. Elle booste l'efficacit\u00e9 des entreprises en automatisant des t\u00e2ches telles que la g\u00e9n\u00e9ration de formulaires et la cr\u00e9ation de contrats, bien que son potentiel soit particuli\u00e8rement \u00e9vident dans des secteurs comme la sant\u00e9, le droit et l'\u00e9ducation.\r\n\r\n&nbsp;\r\n<h2>Des industries en transformation<\/h2>\r\nDans le secteur de la sant\u00e9, les Transformers am\u00e9liorent l'analyse des donn\u00e9es des patients, de la synth\u00e8se des documents m\u00e9dicaux \u00e0 la pr\u00e9diction de pathologies. Les cabinets d'avocats am\u00e9liorent la pr\u00e9cision et r\u00e9duisent le co\u00fbt de l'analyse de vastes archives documentaires. Dans le domaine de l'\u00e9ducation, les Transformers permettent de mettre en place des plans d'apprentissage personnalis\u00e9s, une notation automatique et des recommandations de contenu, ne n\u00e9cessitant rien d'autre qu'un acc\u00e8s \u00e0 l'internet.\r\n\r\nComme les entreprises r\u00e9alisent la valeur de ces comp\u00e9tences, le besoin en Data Scientists sp\u00e9cialis\u00e9s dans les Transformers est en hausse. Une croissance durable est pr\u00e9vue : l'IA G\u00e9n\u00e9rative devrait ajouter 15,7 billions de dollars \u00e0 l'\u00e9conomie mondiale d'ici \u00e0 2030 (\u00e9tude PwC sur l'Intelligence Artificielle). L'acquisition de ces comp\u00e9tences aujourd'hui est un beau pari pour l\u2019avenir.\r\n\r\n&nbsp;\r\n<h2>Ma\u00eetriser les Transformers : la cl\u00e9 du succ\u00e8s<\/h2>\r\nPour exploiter la puissance des Transformers, il est faut d'abord disposer d'une base solide en Machine Learning et Deep Learning. La biblioth\u00e8que open-source Transformers de HuggingFace constitue une ressource inestimable : elle donne acc\u00e8s \u00e0 des milliers de mod\u00e8les pr\u00e9-entra\u00een\u00e9s qui peuvent fonctionner sur des ordinateurs lambdas. Il est facile d'affiner ces mod\u00e8les pour des t\u00e2ches sp\u00e9cifiques.\r\n\r\nLe nouveau programme de la formation du Wagon fournit un guide complet sur l'utilisation des Transformers, avec des instructions pratiques pour interagir avec HuggingFace et affiner les mod\u00e8les. Les \u00e9tudiants peuvent aller plus loin, comprendre les \u00e9l\u00e9ments de base de GPT et m\u00eame construire un Large Language Model \u00e0 partir de z\u00e9ro. De plus, le programme pr\u00e9sente LangChain, une norme industrielle pour l'utilisation de mod\u00e8les de langage dans des applications r\u00e9elles et la cl\u00e9 secr\u00e8te derri\u00e8re de nombreuses startups \u00e0 succ\u00e8s.\r\n\r\n&nbsp;\r\n<h2>Embarquez pour la r\u00e9volution de l'IA avec Le Wagon<\/h2>\r\nDans le monde actuel de l'IA, la ma\u00eetrise des Transformers est une comp\u00e9tence d\u00e9terminante professionnellement parlant. Les entreprises, m\u00eame celles n'ayant jamais embauch\u00e9 de Data Scientists auparavant, pr\u00e9voient d\u00e9sormais de les inclure dans leur strat\u00e9gie \u00e0 long terme. Les gains d'efficacit\u00e9 pr\u00e9vus dans ce domaine ouvrent la voie \u00e0 davantage d'opportunit\u00e9s. Le nouveau programme du Wagon refl\u00e8te cette transformation, permettant d'acc\u00e9der au march\u00e9 du travail passionnant li\u00e9 \u00e0 l'IA G\u00e9n\u00e9rative. Rejoignez la communaut\u00e9 mondiale du Wagon, forte de 23 000 alumni, et embarquez pour ce voyage transformateur qui vous permettra d\u2019exploiter tout le potentiel de l'IA dans votre carri\u00e8re.\r\n<p class=\"p1\"><!-- notionvc: 95dfa770-6b32-487d-9dcb-9d56c597028c --><\/p>\r\n&nbsp;\r\n\r\n<hr \/>\r\n\r\n&nbsp;\r\n\r\nPr\u00eats \u00e0 vivre une exp\u00e9rience d'apprentissage unique ? <a class=\"notion-link-token notion-focusable-token notion-enable-hover\" tabindex=\"0\" href=\"https:\/\/www.lewagon.com\/fr\/apply\" rel=\"noopener noreferrer\" data-token-index=\"1\"><span class=\"link-annotation-unknown-block-id--607953046\">Rejoignez Le Wagon d\u00e8s aujourd'hui<\/span><\/a> et contribuez \u00e0 la r\u00e9volution de l'IA !<!-- notionvc: 44a15ec0-5ea0-446c-a5b1-02877a895453 -->\r\n\r\n&nbsp;\r\n\r\n<em>\u00c9crit par Peter Lambert, Data Science &amp; AI Teacher<\/em>","_contenu_de_larticle":"field_6412588b55814","titre_de_la_banniere":"","_titre_de_la_banniere":"field_6422eb732c237","paragraphe_de_la_banniere":"","_paragraphe_de_la_banniere":"field_6422ed834a968","intitule_du_bouton_de_la_banniere":"","_intitule_du_bouton_de_la_banniere":"field_6422ed934a969","lien_du_bouton_de_la_banniere":"","_lien_du_bouton_de_la_banniere":"field_6422eda54a96a","yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.5 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Mise \u00e0 jour du bootcamp Data Science &amp; IA : L&#039;importance des Transformers dans l&#039;IA | Blog Le Wagon<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez l&#039;importance de ma\u00eetriser les Transformers dans l&#039;IA et la Data Science avec le nouveau programme du Wagon.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/blog.lewagon.com\/fr\/skills\/le-wagons-updated-curriculum-the-importance-of-transformers-in-ai\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mise \u00e0 jour du bootcamp Data Science &amp; IA : L&#039;importance des Transformers dans l&#039;IA\" \/>\n<meta property=\"og:description\" content=\"D\u00e9couvrez l&#039;importance de ma\u00eetriser les Transformers dans l&#039;IA et la Data Science avec le nouveau programme du Wagon.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/blog.lewagon.com\/fr\/skills\/le-wagons-updated-curriculum-the-importance-of-transformers-in-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog Le Wagon\" \/>\n<meta property=\"article:published_time\" content=\"2023-10-18T09:37:57+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-06T10:02:15+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/i0.wp.com\/blog.lewagon.com\/wp-content\/uploads\/2023\/10\/Untitled-design-4-1.png?fit=600%2C400&ssl=1\" \/>\n\t<meta property=\"og:image:width\" content=\"600\" \/>\n\t<meta property=\"og:image:height\" content=\"400\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"lynseycooklewagonorg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"lynseycooklewagonorg\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":[\"Article\",\"BlogPosting\"],\"@id\":\"https:\\\/\\\/blog.lewagon.com\\\/fr\\\/skills\\\/le-wagons-updated-curriculum-the-importance-of-transformers-in-ai\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/blog.lewagon.com\\\/fr\\\/skills\\\/le-wagons-updated-curriculum-the-importance-of-transformers-in-ai\\\/\"},\"author\":{\"name\":\"lynseycooklewagonorg\",\"@id\":\"https:\\\/\\\/blog.lewagon.com\\\/fr\\\/#\\\/schema\\\/person\\\/38fdc2ee54023fdd32c807701efbca93\"},\"headline\":\"Mise \u00e0 jour du bootcamp Data Science &#038; 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