{"id":4890,"date":"2022-12-15T17:32:20","date_gmt":"2022-12-15T22:32:20","guid":{"rendered":"http:\/\/skimai.com\/?p=4890"},"modified":"2024-04-29T17:27:40","modified_gmt":"2024-04-29T22:27:40","slug":"10-choses-que-les-chefs-de-projet-doivent-savoir-avant-de-lancer-un-projet-ia","status":"publish","type":"post","link":"https:\/\/skimai.com\/fr\/10-things-projects-managers-should-know-before-starting-an-ai-project\/","title":{"rendered":"10 choses que les chefs de projet doivent savoir avant de lancer un projet d'IA"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table des mati\u00e8res<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table des mati\u00e8res\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/skimai.com\/fr\/10-things-projects-managers-should-know-before-starting-an-ai-project\/#10_Things_Projects_Managers_Should_Know_Before_Starting_an_AI_Project\" >10 choses que les chefs de projet doivent savoir avant de lancer un projet d'IA<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/skimai.com\/fr\/10-things-projects-managers-should-know-before-starting-an-ai-project\/#10_Things_to_Consider_in_Any_AI_Project\" >10 \u00e9l\u00e9ments \u00e0 prendre en compte dans tout projet d'IA<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/skimai.com\/fr\/10-things-projects-managers-should-know-before-starting-an-ai-project\/#1_Ensure_high-quality_data\" >1. Garantir des donn\u00e9es de haute qualit\u00e9.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/skimai.com\/fr\/10-things-projects-managers-should-know-before-starting-an-ai-project\/#2_Check_if_AI_is_Feasible_for_your_Project_Requirements\" >2. V\u00e9rifier si l'IA est faisable pour les exigences de votre projet.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/skimai.com\/fr\/10-things-projects-managers-should-know-before-starting-an-ai-project\/#3_Quantify_the_Output_of_the_AI_Project\" >3. Quantifier les r\u00e9sultats du projet d'IA.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/skimai.com\/fr\/10-things-projects-managers-should-know-before-starting-an-ai-project\/#4_Define_the_Problem_to_be_Solved\" >4. D\u00e9finir le probl\u00e8me \u00e0 r\u00e9soudre<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/skimai.com\/fr\/10-things-projects-managers-should-know-before-starting-an-ai-project\/#5_Ensure_all_Project_Stakeholders_have_the_same_Understanding_of_AI\" >5. S'assurer que tous les acteurs du projet ont la m\u00eame compr\u00e9hension de l'IA<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/skimai.com\/fr\/10-things-projects-managers-should-know-before-starting-an-ai-project\/#6_Define_the_Scope_of_the_AI_Project\" >6. D\u00e9finir la port\u00e9e du projet d'IA<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/skimai.com\/fr\/10-things-projects-managers-should-know-before-starting-an-ai-project\/#7_Choose_the_Correct_Data\" >7. Choisir les donn\u00e9es correctes<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/skimai.com\/fr\/10-things-projects-managers-should-know-before-starting-an-ai-project\/#8_Choose_the_Correct_AI_Algorithm\" >8. Choisir le bon algorithme d'IA<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/skimai.com\/fr\/10-things-projects-managers-should-know-before-starting-an-ai-project\/#9_Ensure_Data_Security\" >9. Garantir la s\u00e9curit\u00e9 des donn\u00e9es<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/skimai.com\/fr\/10-things-projects-managers-should-know-before-starting-an-ai-project\/#10_Customize_your_AI_Solution\" >10. Personnalisez votre solution d'IA<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/skimai.com\/fr\/10-things-projects-managers-should-know-before-starting-an-ai-project\/#Conclusion\" >Conclusion<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h1><span class=\"ez-toc-section\" id=\"10_Things_Projects_Managers_Should_Know_Before_Starting_an_AI_Project\"><\/span>10 choses que les chefs de projet doivent savoir avant de lancer un projet d'IA<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p><img decoding=\"async\" src=\"\/10things.jpg\" alt=\"Photo de couverture\" title=\"Photo de couverture\" \/><\/p>\n<p>Les technologies d'IA et d'apprentissage automatique transforment la fa\u00e7on dont les organisations rationalisent leurs processus et op\u00e9rations commerciales. Dans tous les secteurs, les entreprises r\u00e9alisent les avantages de la technologie de l'IA, tels que les r\u00e9sultats bas\u00e9s sur les donn\u00e9es, les processus automatis\u00e9s et une mise en \u0153uvre plus rapide.<br \/>\nUn r\u00e9cent <a href=\"https:\/\/www.techrepublic.com\/article\/90-of-companies-are-working-on-ai-projects-but-theyre-making-one-big-mistake\/\">TechRepublic<\/a> a r\u00e9v\u00e9l\u00e9 que 90% des organisations travaillent actuellement sur des projets d'IA. Toutefois, seul un projet d'IA sur trois est couronn\u00e9 de succ\u00e8s. Pour en tirer le maximum d'avantages, les chefs de projet doivent planifier leur strat\u00e9gie avant d'ex\u00e9cuter leur projet d'IA.<br \/>\nVoici dix points que les chefs de projet doivent prendre en compte avant de lancer leur prochain projet d'IA.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"10_Things_to_Consider_in_Any_AI_Project\"><\/span>10 \u00e9l\u00e9ments \u00e0 prendre en compte dans tout projet d'IA<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2022\/12\/221209-2_10-Things-to-Consider-in-Any-AI-Project-1200x628-2.jpg\" alt=\"\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Ensure_high-quality_data\"><\/span>1. Garantir des donn\u00e9es de haute qualit\u00e9.<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Des donn\u00e9es de haute qualit\u00e9 constituent la ressource la plus importante pour la mise en \u0153uvre r\u00e9ussie de votre projet d'IA. Les donn\u00e9es font partie int\u00e9grante de l'efficacit\u00e9 de votre mod\u00e8le d'IA dans le cadre de votre analyse de rentabilisation.<\/p>\n<p>Veillez \u00e0 ce que la planification de votre projet d'IA pr\u00e9voie suffisamment de temps et de ressources pour obtenir des donn\u00e9es de bonne qualit\u00e9.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_Check_if_AI_is_Feasible_for_your_Project_Requirements\"><\/span>2. V\u00e9rifier si l'IA est faisable pour les exigences de votre projet.<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Avant de choisir la technologie de l'IA pour votre prochain projet, vous devez vous assurer que l'IA est une solution plausible pour votre probl\u00e8me commercial. Avec l'aide d'un partenaire de conseil en IA qualifi\u00e9, vous pouvez d\u00e9terminer si votre projet d'IA est une solution r\u00e9alisable pour un d\u00e9fi commercial sp\u00e9cifique.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_Quantify_the_Output_of_the_AI_Project\"><\/span>3. Quantifier les r\u00e9sultats du projet d'IA.<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Quel devrait \u00eatre le r\u00e9sultat attendu d'un projet d'IA r\u00e9ussi ? Sans attentes clairement d\u00e9finies, il est difficile pour les gestionnaires de projet de quantifier les r\u00e9sultats de leurs projets d'IA. <\/p>\n<p>Pour faire face \u00e0 cette situation, traitez toujours la premi\u00e8re version de votre mise en \u0153uvre de l'IA comme un cas de base pour juger si la qualit\u00e9 de la solution est suffisante pour r\u00e9soudre le probl\u00e8me initial. Si la pr\u00e9cision initiale est bien inf\u00e9rieure \u00e0 la moyenne humaine, cela signifie que vous avez des probl\u00e8mes avec la quantit\u00e9 ou la qualit\u00e9 des donn\u00e9es, ou que la m\u00e9thodologie que vous utilisez pour votre sch\u00e9ma de classification doit \u00eatre adapt\u00e9e \u00e0 ce qui peut \u00eatre exprim\u00e9 dans les donn\u00e9es.<\/p>\n<p>Une fois que vous avez \u00e9tabli un sc\u00e9nario de base et identifi\u00e9 les solutions viables compte tenu des chiffres de pr\u00e9cision initiaux, utilisez les versions et it\u00e9rations ult\u00e9rieures pour am\u00e9liorer la valeur commerciale et le retour sur investissement.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"4_Define_the_Problem_to_be_Solved\"><\/span>4. D\u00e9finir le probl\u00e8me \u00e0 r\u00e9soudre<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>De nombreux chefs de projet et entreprises mettent en \u0153uvre des projets d'IA sans avoir une compr\u00e9hension claire du probl\u00e8me ou de l'objectif commercial qu'ils tentent de r\u00e9soudre. L'engouement g\u00e9n\u00e9ral pour la technologie de l'IA donne l'impression qu'elle peut r\u00e9soudre tous les types de probl\u00e8mes. En r\u00e9alit\u00e9, ce n'est pas le cas.<\/p>\n<p>D\u00e9finir le probl\u00e8me de l'entreprise - et d\u00e9terminer s'il est trop complexe pour \u00eatre r\u00e9solu par une solution bas\u00e9e sur l'IA.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"5_Ensure_all_Project_Stakeholders_have_the_same_Understanding_of_AI\"><\/span>5. S'assurer que tous les acteurs du projet ont la m\u00eame compr\u00e9hension de l'IA<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Sur la base de leur exp\u00e9rience et de leur apprentissage ant\u00e9rieurs, les parties prenantes, y compris les chefs de projet, les chefs d'\u00e9quipe et les d\u00e9veloppeurs, ont une compr\u00e9hension diff\u00e9rente de la technologie de l'IA. <\/p>\n<p>Une solution d'IA est g\u00e9n\u00e9ralement limit\u00e9e par les donn\u00e9es disponibles pour la formation et l'expertise n\u00e9cessaire pour faire fonctionner les solutions avec les donn\u00e9es dont vous disposez. Souvent, il n'y a pas de code ou de donn\u00e9es disponibles pour recr\u00e9er les derni\u00e8res recherches. C'est pourquoi l'IA n'est pas une solution que l'on ach\u00e8te et que l'on oublie, c'est un processus qui n\u00e9cessite des apports constants et les parties prenantes doivent red\u00e9finir leurs attentes par rapport \u00e0 d'autres solutions logicielles.<\/p>\n<p>Avant de mettre en \u0153uvre un projet d'IA, il convient d'\u00e9laborer une approche coh\u00e9rente de la mise en \u0153uvre de la solution d'IA.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"6_Define_the_Scope_of_the_AI_Project\"><\/span>6. D\u00e9finir la port\u00e9e du projet d'IA<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Malgr\u00e9 ses nombreux avantages, les projets d'IA sont comme tous les autres projets informatiques et de d\u00e9veloppement, et sont g\u00e9n\u00e9ralement assortis d'un d\u00e9lai et d'un budget. En fonction des ressources qui vous sont allou\u00e9es, d\u00e9finissez la port\u00e9e globale de votre projet d'IA, c'est-\u00e0-dire ce que vous envisagez de r\u00e9aliser. \u00c9tablissez un calendrier pour la collecte et le nettoyage des donn\u00e9es qui alimenteront le projet et identifiez les besoins en donn\u00e9es qui pourraient retarder un projet et qui seront responsables de la fourniture de ces donn\u00e9es.<\/p>\n<p>\u00c9valuez la port\u00e9e de votre projet en termes de co\u00fbts, de ressources disponibles et de retour sur investissement.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"7_Choose_the_Correct_Data\"><\/span>7. Choisir les donn\u00e9es correctes<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Avant de choisir le bon algorithme d'IA, les \u00e9quipes de projet doivent s\u00e9lectionner, nettoyer et filtrer les donn\u00e9es d'entra\u00eenement en fonction de la t\u00e2che \u00e0 accomplir. En pr\u00e9parant et en rassemblant les bons ensembles de donn\u00e9es pour l'entra\u00eenement des mod\u00e8les, les ing\u00e9nieurs de projet peuvent acc\u00e9l\u00e9rer le d\u00e9veloppement et les exp\u00e9riences futures en mati\u00e8re d'IA. Pour une formation ad\u00e9quate, les \u00e9quipes de gestion de projet ont besoin d'experts comp\u00e9tents en science des donn\u00e9es pour comprendre ce qui est significatif dans les donn\u00e9es et les r\u00e9sultats, et de langages de programmation comme Python, mais la compr\u00e9hension de l'utilisation de Java aide \u00e0 cr\u00e9er des applications c\u00f4t\u00e9 client qui peuvent fonctionner sur une machine individuelle.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"8_Choose_the_Correct_AI_Algorithm\"><\/span>8. Choisir le bon algorithme d'IA<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Qu'il s'agisse d'apprentissage supervis\u00e9 ou non supervis\u00e9, les chefs de projet doivent choisir l'algorithme d'IA appropri\u00e9 pour leurs projets. Il est important de noter qu'en fonction des exigences du projet, il existe diff\u00e9rents types d'algorithmes d'IA pour chaque t\u00e2che, notamment pour les t\u00e2ches de classification, la reconnaissance d'entit\u00e9s, la recommandation, la g\u00e9n\u00e9ration de texte, la g\u00e9n\u00e9ration de contenu visuel, le regroupement, la d\u00e9tection d'anomalies et la for\u00eat al\u00e9atoire, parmi lesquels il est possible de choisir.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"9_Ensure_Data_Security\"><\/span>9. Garantir la s\u00e9curit\u00e9 des donn\u00e9es<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Comme toute solution logicielle, une solution bas\u00e9e sur l'IA doit \u00e9galement r\u00e9pondre \u00e0 toutes les exigences en mati\u00e8re de s\u00e9curit\u00e9. En tant que chef de projet, vous devez prendre les mesures appropri\u00e9es pour prot\u00e9ger tout syst\u00e8me d'IA contre les attaquants potentiels. En outre, veillez \u00e0 respecter les r\u00e8gles de s\u00e9curit\u00e9 des donn\u00e9es lorsque vous travaillez sur un projet de d\u00e9veloppement de l'IA.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"10_Customize_your_AI_Solution\"><\/span>10. Personnalisez votre solution d'IA<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Aucun logiciel bas\u00e9 sur l'IA n'est un type de solution unique, principalement parce que les donn\u00e9es avec lesquelles vous travaillez et les solutions qui sont uniques pour votre entreprise et votre secteur d'activit\u00e9 n\u00e9cessitent des donn\u00e9es de niche ou des donn\u00e9es personnalis\u00e9es pour votre entreprise. Les solutions doivent \u00eatre personnalis\u00e9es en fonction des besoins uniques de l'entreprise. Si votre entreprise travaille avec un partenaire technologique, v\u00e9rifiez s'il peut fournir des solutions d'IA personnalis\u00e9es et comment ses mod\u00e8les peuvent \u00eatre adapt\u00e9s \u00e0 vos donn\u00e9es.<\/p>\n<p>En plus de la personnalisation, construisez votre produit d'IA de mani\u00e8re \u00e0 ce qu'il s'int\u00e8gre facilement aux syst\u00e8mes tiers utilis\u00e9s par votre organisation.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span>Conclusion<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Comme d'autres technologies, l'IA n'est pas une \"solution miracle\" capable de r\u00e9soudre \u00e0 elle seule les probl\u00e8mes des entreprises. Les chefs de projet doivent aborder l'IA diff\u00e9remment des autres projets informatiques, en commen\u00e7ant par ce que les donn\u00e9es montrent avec votre solution de base. Entre autres consid\u00e9rations, les \u00e9quipes de gestion de projet doivent d\u00e9finir clairement le probl\u00e8me commercial qu'elles tentent de r\u00e9soudre \u00e0 l'aide de la technologie de l'IA.<\/p>","protected":false},"excerpt":{"rendered":"<p>10 Things Projects Managers Should Know Before Starting an AI Project AI and machine learning technologies are transforming the way organizations streamline their business processes and operations. Across industries, companies are realizing the benefits of AI technology like data-driven outcomes, automated processes, and faster implementation. A recent TechRepublic survey found that 90% of organizations are [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":4889,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"single-custom-post-template.php","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[125,67,78],"tags":[],"class_list":["post-4890","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enterprise-ai-blog","category-ml-nlp","category-ai-project-management"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>10 Things Projects Managers Should Know Before Starting an AI Project - Skim AI<\/title>\n<meta name=\"description\" content=\"Starting an AI project can be hard here are 10 Things Projects Managers Should Know Before Starting any AI Project\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/skimai.com\/fr\/10-choses-que-les-chefs-de-projet-doivent-savoir-avant-de-lancer-un-projet-ia\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"10 Things Projects Managers Should Know Before Starting an AI Project - 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