{"id":98463,"date":"2024-03-04T14:12:49","date_gmt":"2024-03-04T14:12:49","guid":{"rendered":"https:\/\/www.ibiixo.com\/avez-vous-vraiment-besoin-dun-developpement-de-modele-ia-la-bonne-facon-dutiliser-ia\/"},"modified":"2025-10-27T15:26:43","modified_gmt":"2025-10-27T15:26:43","slug":"avez-vous-vraiment-besoin-dun-developpement-de-modele-ia-la-bonne-facon-dutiliser-ia","status":"publish","type":"post","link":"https:\/\/www.ibiixo.com\/fr\/avez-vous-vraiment-besoin-dun-developpement-de-modele-ia-la-bonne-facon-dutiliser-ia\/","title":{"rendered":"Avez-vous vraiment besoin de d\u00e9velopper un mod\u00e8le d\u2019IA ? &#8211; La bonne fa\u00e7on d&rsquo;utiliser l&rsquo;IA"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background fusion-parallax-none nonhundred-percent-fullwidth non-hundred-percent-height-scrolling fusion-no-small-visibility lazyload desktop-slider fusion-custom-z-index\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-z-index:9;--awb-padding-top:39px;--awb-padding-right:57px;--awb-padding-bottom:77px;--awb-padding-left:0px;--awb-margin-top:0px;--awb-margin-bottom:0px;--awb-background-size:cover;--awb-flex-wrap:wrap;\" data-bg=\"https:\/\/www.ibiixo.com\/wp-content\/uploads\/2024\/01\/Do-You-Really-Need-to-Develop-an-AI-Model-the-Correct-Way-of-Using-AI-3.jpg\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-end fusion-flex-justify-content-center fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_3_4 3_4 fusion-flex-column fusion-flex-align-self-center\" style=\"--awb-padding-top:10px;--awb-padding-left:19px;--awb-bg-size:cover;--awb-width-large:75%;--awb-margin-top-large:20px;--awb-spacing-right-large:0%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.56%;--awb-width-medium:75%;--awb-order-medium:0;--awb-spacing-right-medium:0%;--awb-spacing-left-medium:2.56%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-block\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color1);--awb-margin-bottom:30px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:0px;--awb-margin-left-small:0px;--awb-font-size:45px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;text-transform:uppercase;font-size:1em;--fontSize:45;line-height:1.2;\">Avez-vous vraiment besoin de d\u00e9velopper un mod\u00e8le d\u2019IA ? &#8211; La bonne fa\u00e7on d&rsquo;utiliser l&rsquo;IA<\/h2><\/div><div class=\"fusion-text fusion-text-1\" style=\"--awb-font-size:25px;--awb-line-height:36px;--awb-text-color:var(--awb-color1);--awb-margin-top:25px;\"><p>Imaginez-vous debout \u00e0 la lisi\u00e8re d&rsquo;une vaste for\u00eat inexplor\u00e9e, arm\u00e9 uniquement d&rsquo;un guide et des outils n\u00e9cessaires pour tracer votre propre chemin. C&rsquo;est ce que ressentent beaucoup lorsqu&rsquo;ils envisagent de d\u00e9velopper un mod\u00e8le d&rsquo;intelligence artificielle (IA) \u00e0 partir de z\u00e9ro.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_4 1_4 fusion-flex-column fusion-flex-align-self-center\" style=\"--awb-bg-size:cover;--awb-width-large:25%;--awb-margin-top-large:20px;--awb-spacing-right-large:7.68%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0%;--awb-width-medium:25%;--awb-order-medium:0;--awb-spacing-right-medium:7.68%;--awb-spacing-left-medium:0%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling fusion-no-medium-visibility fusion-no-large-visibility them1 mobile-slider fusion-custom-z-index\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-z-index:9;--awb-padding-right:0px;--awb-padding-left:0px;--awb-padding-top-small:27px;--awb-padding-bottom-small:30px;--awb-margin-top:30px;--awb-margin-bottom:0px;--awb-margin-top-small:0px;--awb-margin-bottom-small:0px;--awb-background-color:var(--awb-color4);--awb-background-image:radial-gradient(circle at right bottom, var(--awb-custom_color_2) 0%,var(--awb-custom_color_4) 51%);--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-end fusion-flex-justify-content-center fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_3_4 3_4 fusion-flex-column fusion-flex-align-self-flex-start\" style=\"--awb-padding-left:15px;--awb-padding-top-small:0px;--awb-padding-right-small:40px;--awb-padding-bottom-small:0px;--awb-padding-left-small:40px;--awb-bg-size:cover;--awb-width-large:75%;--awb-margin-top-large:130px;--awb-spacing-right-large:2.56%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.56%;--awb-width-medium:50%;--awb-order-medium:0;--awb-margin-top-medium:0px;--awb-spacing-right-medium:0%;--awb-margin-bottom-medium:20px;--awb-spacing-left-medium:3.84%;--awb-width-small:100%;--awb-order-small:1;--awb-margin-top-small:0px;--awb-spacing-right-small:1.92%;--awb-margin-bottom-small:0px;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-row\"><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color1);--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;--awb-font-size:25px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;text-transform:uppercase;font-size:1em;--fontSize:25;--minFontSize:25;line-height:1.2;\">Pourquoi l\u2019IA n\u2019est-elle pas adapt\u00e9e \u00e0 toutes les solutions commerciales ?<\/h2><\/div><div class=\"fusion-text fusion-text-2 fusion-text-no-margin\" style=\"--awb-font-size:26px;--awb-line-height:36px;--awb-text-color:var(--awb-color1);--awb-margin-top:15px;--awb-margin-right:0px;--awb-margin-bottom:0px;--awb-margin-left:0px;\"><p>L&rsquo;intelligence artificielle est souvent pr\u00e9sent\u00e9e comme le couteau suisse des solutions commerciales, un outil tout-en-un pr\u00eat \u00e0 r\u00e9soudre tous les probl\u00e8mes que vous pourriez rencontrer.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container has-pattern-background has-mask-background hundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:0px;--awb-padding-right:50px;--awb-padding-bottom:50px;--awb-padding-left:50px;--awb-padding-top-small:0px;--awb-padding-right-small:50px;--awb-padding-bottom-small:50px;--awb-padding-left-small:50px;--awb-margin-top:0px;--awb-margin-bottom:0px;--awb-margin-top-small:0px;--awb-margin-bottom-small:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_3_4 3_4 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:75%;--awb-margin-top-large:20px;--awb-spacing-right-large:2.56%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.56%;--awb-width-medium:75%;--awb-order-medium:0;--awb-spacing-right-medium:2.56%;--awb-spacing-left-medium:2.56%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-block\"><div class=\"fusion-text fusion-text-3\" style=\"--awb-font-size:15px;\"><p>J&rsquo;ai travers\u00e9 cette for\u00eat et je suis ici pour vous dire qu&rsquo;il existe peut-\u00eatre un itin\u00e9raire plus facile. Vous n\u2019aurez peut-\u00eatre pas du tout besoin de d\u00e9velopper un mod\u00e8le d\u2019IA ; peut-\u00eatre avez-vous besoin d\u2019en former un existant. Mais comment d\u00e9cider ? Comment trouver le mod\u00e8le adapt\u00e9 \u00e0 vos besoins et quel est le compromis entre d\u00e9lai, co\u00fbt et pr\u00e9cision ? Nous sommes sur le point de nous lancer dans un voyage pour r\u00e9pondre \u00e0 ces questions, alors restez dans les parages, cette exploration pourrait changer votre fa\u00e7on d&rsquo;aborder l&rsquo;IA.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-text-color:var(--awb-color5);--awb-margin-bottom:0px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;--awb-font-size:18px;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;text-transform:uppercase;font-size:1em;--fontSize:18;--minFontSize:18;line-height:1.3;\">Points cl\u00e9s \u00e0 retenir POUR le d\u00e9veloppement de mod\u00e8les d\u2019IA<\/h3><\/div><div class=\"fusion-text fusion-text-4\" style=\"--awb-font-size:15px;\"><ul>\n<li><span style=\"color: rgba(0, 0, 0, 0);\"><br \/>\n  <span style=\"color: #141617;\">Le d\u00e9veloppement de mod\u00e8les d\u2019IA<\/span><br \/>\n<\/span> implique diverses \u00e9tapes telles que l\u2019identification des probl\u00e8mes, la collecte de donn\u00e9es, la cr\u00e9ation de mod\u00e8les, la formation, les tests et le d\u00e9ploiement.<\/li>\n<li>L&rsquo;exactitude et la diversit\u00e9 des donn\u00e9es jouent un r\u00f4le crucial dans les performances du mod\u00e8le d&rsquo;IA.<\/li>\n<li>Le choix du bon algorithme est important pour r\u00e9soudre le probl\u00e8me sp\u00e9cifique en question.<\/li>\n<li>Une surveillance et une mise \u00e0 jour continues du mod\u00e8le d&rsquo;IA sont n\u00e9cessaires pour une am\u00e9lioration et de meilleurs r\u00e9sultats.<\/li>\n<\/ul>\n<\/div><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-text-color:var(--awb-color3);--awb-margin-bottom:0px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;--awb-font-size:16px;\"><h4 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;text-transform:uppercase;font-size:1em;--fontSize:16;--minFontSize:16;line-height:1.42;\">Qu\u2019est-ce qu\u2019un d\u00e9veloppement de mod\u00e8le d\u2019IA ?<\/h4><\/div><div class=\"fusion-text fusion-text-5\" style=\"--awb-font-size:15px;\"><p>Alors, qu\u2019implique exactement le d\u00e9veloppement d\u2019un mod\u00e8le d\u2019IA ? C&rsquo;est un processus qui comporte plusieurs \u00e9tapes. Dans un premier temps, il faut identifier un probl\u00e8me qui<b><a style=\"color: var(--awb-color4);\" href=\"https:\/\/www.ibiixo.com\/fr\/societe-de-developpement-dintelligence-artificielle\/\">D\u00e9veloppement de l&rsquo;intelligence artificielle<\/a><\/b> peut potentiellement r\u00e9soudre. Cela peut aller de la pr\u00e9vision du comportement des clients \u00e0 l\u2019optimisation des cha\u00eenes d\u2019approvisionnement.<\/p>\n<p>Une fois le probl\u00e8me d\u00e9fini, les donn\u00e9es sont collect\u00e9es. Ceci est crucial, car l\u2019IA s\u2019appuie sur les donn\u00e9es pour apprendre et faire des pr\u00e9dictions. Plus les donn\u00e9es sont pr\u00e9cises et diversifi\u00e9es, meilleures sont les performances du mod\u00e8le. Apr\u00e8s la collecte, les donn\u00e9es sont ensuite nettoy\u00e9es et pr\u00e9trait\u00e9es pour supprimer toute inexactitude potentielle ou information non pertinente.<\/p>\n<p>Ensuite, le mod\u00e8le proprement dit est construit. Cela implique de choisir l\u2019algorithme qui convient le mieux au probl\u00e8me pos\u00e9. Le mod\u00e8le est ensuite entra\u00een\u00e9 \u00e0 l&rsquo;aide des donn\u00e9es pr\u00e9par\u00e9es, o\u00f9 il \u00ab apprend \u00bb \u00e0 identifier des mod\u00e8les et \u00e0 faire des pr\u00e9dictions.<\/p>\n<p>Apr\u00e8s la formation, le mod\u00e8le est test\u00e9 et \u00e9valu\u00e9 pour sa pr\u00e9cision. Si ce n\u2019est pas \u00e0 la hauteur, il est peaufin\u00e9 et test\u00e9 \u00e0 nouveau. Une fois satisfaisant, il est d\u00e9ploy\u00e9 dans un environnement r\u00e9el.<\/p>\n<p>Enfin, le mod\u00e8le est continuellement surveill\u00e9 et mis \u00e0 jour si n\u00e9cessaire. Apr\u00e8s tout, l\u2019une des principales forces de l\u2019IA est sa capacit\u00e9 \u00e0 apprendre et \u00e0 s\u2019am\u00e9liorer au fil du temps. Il s\u2019agit d\u2019un processus it\u00e9ratif complexe, mais potentiellement tr\u00e8s gratifiant.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-five\" style=\"--awb-text-color:var(--awb-color4);--awb-margin-bottom:0px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;--awb-font-size:15px;\"><h5 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;text-transform:uppercase;font-size:1em;--fontSize:15;--minFontSize:15;line-height:1.4;\">Utiliser un mod\u00e8le d&rsquo;IA open source par rapport au d\u00e9veloppement de mod\u00e8les d&rsquo;IA ? Temps et co\u00fbt<\/h5><\/div><div class=\"fusion-text fusion-text-6\" style=\"--awb-font-size:15px;\"><p>En pesant le choix entre exploiter un mod\u00e8le open source mature et en d\u00e9velopper un nouveau, il est essentiel de prendre en compte les implications en termes de temps et de co\u00fbts de chaque option. Un mod\u00e8le open source mature n\u00e9cessite souvent moins de temps et de ressources, car il a d\u00e9j\u00e0 \u00e9t\u00e9 d\u00e9velopp\u00e9, test\u00e9 et affin\u00e9 par une communaut\u00e9 de contributeurs. Vous pouvez profiter de la sagesse collective et de l\u2019exp\u00e9rience des autres, ce qui peut conduire \u00e0 des \u00e9conomies substantielles en temps et en argent.<\/p>\n<p>Cependant, il est important de comprendre que l\u2019utilisation d\u2019un mod\u00e8le open source ne signifie pas qu\u2019il n\u2019y a aucun travail \u00e0 faire. Vous devrez toujours investir du temps pour entra\u00eener le mod\u00e8le sur vos donn\u00e9es sp\u00e9cifiques, le peaufiner et l&rsquo;int\u00e9grer dans votre syst\u00e8me. Il peut \u00e9galement y avoir des co\u00fbts cach\u00e9s en termes de support et de maintenance, en particulier si le mod\u00e8le n&rsquo;est pas activement maintenu par sa communaut\u00e9.<\/p>\n<p>D\u2019un autre c\u00f4t\u00e9, d\u00e9velopper un nouveau mod\u00e8le \u00e0 partir de z\u00e9ro peut \u00eatre un processus long et co\u00fbteux. Cela n\u00e9cessite un investissement important en termes de ressources et d\u2019expertise. Pourtant, cela permet une plus grande flexibilit\u00e9 et un plus grand contr\u00f4le, car vous pouvez adapter le mod\u00e8le pr\u00e9cis\u00e9ment \u00e0 vos besoins. Par cons\u00e9quent, la d\u00e9cision doit \u00eatre bas\u00e9e sur une analyse approfondie de vos besoins et contraintes sp\u00e9cifiques.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-five\" style=\"--awb-text-color:var(--awb-color4);--awb-margin-bottom:0px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;--awb-font-size:15px;\"><h5 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;text-transform:uppercase;font-size:1em;--fontSize:15;--minFontSize:15;line-height:1.4;\">Regardez la vid\u00e9o d\u00e9taill\u00e9e sur le d\u00e9veloppement de mod\u00e8les d&rsquo;IA et voyez en avez-vous vraiment besoin ?<\/p><\/h5><\/div><div class=\"fusion-video fusion-youtube fusion-aligncenter\" style=\"--awb-max-width:600px;--awb-max-height:360px;--awb-width:100%;\"><div class=\"video-shortcode\"><lite-youtube videoid=\"dALIIqoecm0\" class=\"landscape\" params=\"wmode=transparent&autoplay=1&amp;enablejsapi=1\" title=\"YouTube video player 1\" data-button-label=\"Play Video\" width=\"600\" height=\"360\" data-thumbnail-size=\"auto\" data-no-cookie=\"on\"><\/lite-youtube><\/div><\/div><div class=\"fusion-title title fusion-title-7 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-text-color:var(--awb-color3);--awb-margin-bottom:0px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;--awb-font-size:16px;\"><h4 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;text-transform:uppercase;font-size:1em;--fontSize:16;--minFontSize:16;line-height:1.42;\">Qu\u2019est-ce que la formation d\u2019un mod\u00e8le IA ?<\/h4><\/div><div class=\"fusion-text fusion-text-7\" style=\"--awb-font-size:15px;\"><p>Entra\u00eener un mod\u00e8le d\u2019IA, phase essentielle de son d\u00e9veloppement, consiste \u00e0 l\u2019alimenter avec des donn\u00e9es pr\u00e9trait\u00e9es, lui permettant d\u2019apprendre, de s\u2019adapter et \u00e9ventuellement de faire des pr\u00e9dictions pr\u00e9cises. Ce processus s\u2019apparente \u00e0 l\u2019enseignement \u00e0 un enfant, o\u00f9 l\u2019enfant est le mod\u00e8le d\u2019IA et les le\u00e7ons sont les donn\u00e9es. Plus les donn\u00e9es sont diverses et pr\u00e9cises, plus le mod\u00e8le devient efficace.<\/p>\n<p>Le processus de formation est complexe et n\u00e9cessite un \u00e9quilibre d\u00e9licat entre la quantit\u00e9 et la qualit\u00e9 des donn\u00e9es. Le sous-apprentissage et le surapprentissage sont des probl\u00e8mes courants. Le sous-ajustement se produit lorsque le mod\u00e8le ne parvient pas \u00e0 apprendre des donn\u00e9es en raison d&rsquo;entr\u00e9es insuffisantes, tandis que le surajustement se produit lorsque le mod\u00e8le apprend trop bien, devient trop sp\u00e9cifique et perd sa capacit\u00e9 \u00e0 g\u00e9n\u00e9raliser. Il est donc crucial de maintenir un \u00e9quilibre.<\/p>\n<p>Le processus de formation peut \u00eatre supervis\u00e9, non supervis\u00e9, semi-supervis\u00e9 ou bas\u00e9 sur le renforcement. Dans l&rsquo;apprentissage supervis\u00e9, le mod\u00e8le apprend \u00e0 partir de donn\u00e9es \u00e9tiquet\u00e9es. L\u2019apprentissage non supervis\u00e9, quant \u00e0 lui, implique que le mod\u00e8le identifie des mod\u00e8les dans des donn\u00e9es non \u00e9tiquet\u00e9es. L\u2019apprentissage semi-supervis\u00e9 combine les deux approches, tandis que l\u2019apprentissage par renforcement repose sur des essais et des erreurs, le mod\u00e8le apprenant de ses erreurs.<\/p>\n<p>Former un mod\u00e8le d\u2019IA est un processus hautement strat\u00e9gique. Il ne s\u2019agit pas seulement de donn\u00e9es abondantes, mais aussi de donn\u00e9es ad\u00e9quates, utilis\u00e9es de la bonne mani\u00e8re.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-8 fusion-sep-none fusion-title-text fusion-title-size-five\" style=\"--awb-text-color:var(--awb-color4);--awb-margin-bottom:0px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;--awb-font-size:15px;\"><h5 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;text-transform:uppercase;font-size:1em;--fontSize:15;--minFontSize:15;line-height:1.4;\">Comment trouver un mod\u00e8le d&rsquo;IA existant adapt\u00e9 \u00e0 vos besoins et que vous pouvez entra\u00eener ?<\/h5><\/div><div class=\"fusion-text fusion-text-8\" style=\"--awb-font-size:15px;\"><p>Une fois que vous avez compris les subtilit\u00e9s de la formation d&rsquo;un mod\u00e8le d&rsquo;IA, la prochaine \u00e9tape cruciale consiste \u00e0 identifier un mod\u00e8le existant qui correspond \u00e0 vos besoins sp\u00e9cifiques et qui peut \u00eatre entra\u00een\u00e9 davantage pour atteindre les r\u00e9sultats souhait\u00e9s. Cela semble complexe, mais en suivant une approche syst\u00e9matique, vous pouvez vous y retrouver en douceur. Voici un guide concis sur la fa\u00e7on de proc\u00e9der :<\/p>\n<ul>\n<li><em><strong>Identifiez vos besoins :<\/strong><\/em> D\u00e9crivez clairement les sp\u00e9cificit\u00e9s de votre projet, les objectifs et le type de donn\u00e9es avec lequel vous travaillez.<\/li>\n<li><em><strong>Recherche:<\/strong><\/em> Recherchez des mod\u00e8les pr\u00e9-form\u00e9s qui correspondent \u00e0 vos besoins. Les plates-formes d&rsquo;IA r\u00e9put\u00e9es telles que TensorFlow et PyTorch proposent une vari\u00e9t\u00e9 de mod\u00e8les.<\/li>\n<li><em><strong>\u00c9valuer:<\/strong><\/em> Analysez les mesures de performances des mod\u00e8les potentiels. Tenez compte de facteurs tels que la pr\u00e9cision, la vitesse et la taille.<\/li>\n<li><em><strong>Test:<\/strong><\/em> Mettre en \u0153uvre le mod\u00e8le dans un environnement contr\u00f4l\u00e9 pour valider son efficience et son efficacit\u00e9.<\/li>\n<li><em><strong>R\u00e9p\u00e9ter:<\/strong><\/em> Si le mod\u00e8le ne r\u00e9pond pas \u00e0 vos attentes, n&rsquo;h\u00e9sitez pas \u00e0 retourner \u00e0 la planche \u00e0 dessin et \u00e0 r\u00e9p\u00e9ter le processus.<\/li>\n<\/ul>\n<blockquote>\n<p><b>Consultez le blog sur les <span style=\"color: rgba(0, 0, 0, 0);\"><br \/>\n  <a style=\"color: var(--awb-color4);\" href=\"https:\/\/www.ibiixo.com\/fr\/avantages-a-implementer-lia-dans-votre-site-web-et-votre-application-mobile-existants\/\">avantages de la mise en \u0153uvre de l\u2019intelligence artificielle sur votre site Web et votre application mobile<\/a><br \/>\n<\/span><\/b><\/p>\n<\/blockquote>\n<\/div><div class=\"fusion-title title fusion-title-9 fusion-sep-none fusion-title-text fusion-title-size-five\" style=\"--awb-text-color:var(--awb-color4);--awb-margin-bottom:0px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;--awb-font-size:15px;\"><h5 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;text-transform:uppercase;font-size:1em;--fontSize:15;--minFontSize:15;line-height:1.4;\">Foire aux questions sur le d\u00e9veloppement de mod\u00e8les d&rsquo;IA d&rsquo;intelligence artificielle<\/h5><\/div><div class=\"fusion-text fusion-text-9\" style=\"--awb-font-size:15px;\"><p><b><i>Quels sont les risques et les inconv\u00e9nients potentiels li\u00e9s \u00e0 l\u2019utilisation d\u2019un mod\u00e8le d\u2019IA existant ?<\/i><\/b><br \/>\n<span style=\"font-weight: 400;\">Utiliser un mod\u00e8le d\u2019IA existant peut \u00eatre risqu\u00e9. Il se peut que cela ne corresponde pas parfaitement \u00e0 mes donn\u00e9es, ce qui pourrait entra\u00eener des inexactitudes. De plus, il existe un risque de biais dans le mod\u00e8le pr\u00e9existant affectant mes r\u00e9sultats. Ce n&rsquo;est pas toujours id\u00e9al.<\/span><\/p>\n<p><b><i>Quel est le r\u00f4le des donn\u00e9es dans le d\u00e9veloppement des mod\u00e8les d\u2019IA ?<\/i><\/b><br \/>\n<span style=\"font-weight: 400;\">Les donn\u00e9es jouent un r\u00f4le essentiel dans le d\u00e9veloppement de mod\u00e8les d\u2019IA. C&rsquo;est le fondement des algorithmes de formation. Plus je dispose de donn\u00e9es de qualit\u00e9, plus mon mod\u00e8le devient pr\u00e9cis et efficace. Tout est question de quantit\u00e9 et de qualit\u00e9 des donn\u00e9es.<\/span><\/p>\n<p><b><i>Comment garantir la s\u00e9curit\u00e9 et la confidentialit\u00e9 des donn\u00e9es lors de l\u2019utilisation de mod\u00e8les d\u2019IA ?<\/i><\/b><br \/>\n<span style=\"font-weight: 400;\">Pour garantir la s\u00e9curit\u00e9 et la confidentialit\u00e9 des donn\u00e9es dans les mod\u00e8les d&rsquo;IA, j&#8217;emploierais des m\u00e9thodes de cryptage fortes, mettrais en \u0153uvre des contr\u00f4les d&rsquo;acc\u00e8s robustes, auditerais r\u00e9guli\u00e8rement les entr\u00e9es et sorties du mod\u00e8le et utiliserais des techniques de confidentialit\u00e9 diff\u00e9rentielles pour prot\u00e9ger les donn\u00e9es individuelles au sein d&rsquo;ensembles de donn\u00e9es plus importants.<\/span><\/p>\n<p><b><i>Est-il possible de d\u00e9velopper un mod\u00e8le d\u2019IA sans aucune exp\u00e9rience pr\u00e9alable en codage ?<\/i><\/b><br \/>\n<span style=\"font-weight: 400;\">Oui, il est possible de d\u00e9velopper un mod\u00e8le d&rsquo;IA sans exp\u00e9rience pr\u00e9alable en codage. De nombreuses plates-formes proposent des interfaces glisser-d\u00e9poser et des mod\u00e8les pr\u00e9d\u00e9finis. Cependant, une compr\u00e9hension de base des principes de l\u2019IA est cruciale pour utiliser et interpr\u00e9ter efficacement ces mod\u00e8les.<\/span><\/p>\n<p><b><i>Quelles sont les applications concr\u00e8tes ou les \u00e9tudes de cas de mod\u00e8les d\u2019IA d\u00e9velopp\u00e9s avec succ\u00e8s ?<\/i><\/b><br \/>\n<span style=\"font-weight: 400;\">Il existe une myriade d&rsquo;applications d&rsquo;IA dans le monde r\u00e9el. De Watson d&rsquo;IBM aidant les m\u00e9decins \u00e0 diagnostiquer les maladies, aux chatbots am\u00e9liorant le service client, en passant par les voitures autonomes de Tesla, les mod\u00e8les d&rsquo;IA transforment avec succ\u00e8s les industries et ont un impact significatif.<\/span><\/p>\n<blockquote>\n<p><b>Consultez plus <a href=\"https:\/\/www.ibiixo.com\/fr\/les-questions-les-meilleures-des-questions-d-intelligence-artificielle-repondues-aux-questions-sur-votre-guide-ultime-de-la-faq-de-l-ai-en-2024\/\"><br \/>\n  <span style=\"color: var(--awb-color4);\">de FAQ Des questions sur l\u2019intelligence artificielle ?<\/span><br \/>\n<\/a><\/b><\/p>\n<\/blockquote>\n<\/div><div class=\"fusion-title title fusion-title-10 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-text-color:var(--awb-color5);--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;--awb-font-size:20px;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;text-transform:uppercase;font-size:1em;--fontSize:20;--minFontSize:20;line-height:1.3;\">R\u00e9sumer<\/h3><\/div><div class=\"fusion-text fusion-text-10\" style=\"--awb-font-size:15px;\"><p><a href=\"https:\/\/www.ibiixo.com\/fr\/avez-vous-vraiment-besoin-dun-developpement-de-modele-ia-la-bonne-facon-dutiliser-ia\/\"><b style=\"color: var(--awb-color4);\">Le d\u00e9veloppement de mod\u00e8les d\u2019IA<\/b><\/a> \u00e0 partir de z\u00e9ro n\u2019est pas toujours n\u00e9cessaire ni rentable. Au contraire, la formation d\u2019un mod\u00e8le open source existant et mature peut \u00e9galement r\u00e9pondre \u00e0 vos besoins. La cl\u00e9 est d\u2019identifier le bon mod\u00e8le qui correspond \u00e0 vos besoins sp\u00e9cifiques.<\/p>\n<p>Cette approche permet de gagner du temps, de r\u00e9duire les co\u00fbts et de tirer parti de la sagesse collective de la communaut\u00e9 de l&rsquo;IA. N&rsquo;oubliez pas qu&rsquo;une utilisation intelligente de l&rsquo;IA ne consiste pas \u00e0 r\u00e9inventer la roue, mais \u00e0 savoir comment la conduire efficacement.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 awb-sticky awb-sticky-small awb-sticky-medium awb-sticky-large fusion_builder_column_1_4 1_4 fusion-flex-column fusion-no-small-visibility color\" style=\"--awb-padding-right:10px;--awb-padding-left:10px;--awb-bg-size:cover;--awb-width-large:25%;--awb-margin-top-large:20px;--awb-spacing-right-large:0%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:0%;--awb-width-medium:25%;--awb-order-medium:0;--awb-spacing-right-medium:0%;--awb-spacing-left-medium:0%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-block\"><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><section class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-0 fusion_builder_column_inner_1_1 1_1 fusion-flex-column color\" style=\"--awb-padding-right:5px;--awb-padding-left:10px;--awb-overflow:hidden;--awb-bg-color:var(--awb-color3);--awb-bg-color-hover:var(--awb-color3);--awb-bg-image:linear-gradient(180deg, var(--awb-color3) 0%,var(--awb-color3) 100%);--awb-bg-size:cover;--awb-border-radius:25px 25px 25px 25px;--awb-width-large:100%;--awb-margin-top-large:35px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-block\"><div class=\"fusion-title title fusion-title-11 fusion-sep-none fusion-title-text fusion-title-size-four\" style=\"--awb-margin-right:10px;--awb-margin-bottom:0px;--awb-margin-left:15px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;--awb-font-size:17px;\"><h4 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;font-size:1em;--fontSize:17;--minFontSize:17;line-height:1.42;\">Latest Blogs<\/h4><\/div><div class=\"fusion-blog-shortcode fusion-blog-shortcode-1 fusion-blog-archive fusion-blog-layout-medium fusion-blog-no fusion-blog-no-images color\" style=\"margin-top:20px;margin-right:10px;margin-bottom:5px;margin-left:15px;--awb-title-font-size:15px;\"><div class=\"fusion-posts-container fusion-posts-container-no fusion-no-meta-info\" data-pages=\"26\"><article id=\"blog-1-post-106717\" class=\"fusion-post-medium post-106717 post type-post status-publish format-standard has-post-thumbnail hentry category-affaire category-cout-de-lia category-couts-de-lia category-couts-de-lintelligence-artificielle category-developpement-dapplications-fr category-developpement-dapplications-dintelligence-artificielle category-developpement-dapplications-ia category-developpement-dapplications-mobiles category-developpement-de-site-web category-intelligence-artificielle category-lia-dans-le-commerce-electronique category-lia-en-entreprise category-limpact-de-lia category-lintelligence-artificielle-dans-le-commerce-electronique category-la-technologie category-societe-de-developpement-dapplications-dintelligence-artificielle category-societe-de-developpement-dapplications-ia tag-couts-de-developpement-de-lia tag-couts-de-lia tag-couts-de-lintelligence-artificielle tag-developpement-dapplications-dintelligence-artificielle tag-developpement-dapplications-ia tag-developpement-dapplications tag-developpement-dapplications-mobiles tag-lia-dans-le-commerce-de-detail tag-lia-dans-le-commerce-electronique tag-lintelligence-artificielle-dans-le-commerce-de-detail tag-lintelligence-artificielle-dans-le-commerce-electronique tag-societe-de-developpement-dapplications-dintelligence-artificielle tag-societe-de-developpement-dapplications-ia\">\n<div class=\"fusion-post-content post-content\"><h5 class=\"blog-shortcode-post-title entry-title\"><a href=\"https:\/\/www.ibiixo.com\/fr\/quels-sont-les-couts-du-developpement-de-lintelligence-artificielle-de-lia-dans-lindustrie-de-la-vente-au-detail-et-du-commerce-electronique\/\" target=\"_blank\" rel=\"noopener noreferrer\">Quel est le co\u00fbt du d\u00e9veloppement de l\u2019IA (intelligence artificielle) dans le secteur de la vente au d\u00e9tail et du commerce \u00e9lectronique ?<\/a><\/h5><\/div><div class=\"fusion-clearfix\"><\/div><\/article>\n<article id=\"blog-1-post-106435\" class=\"fusion-post-medium post-106435 post type-post status-publish format-standard has-post-thumbnail hentry category-affaire category-combien-coute-lintelligence-artificielle category-cout-de-lia category-cout-de-lintelligence-artificielle category-couts-de-lintelligence-artificielle category-developpement-dapplications-fr category-developpement-dapplications-dintelligence-artificielle category-developpement-dapplications-ia category-developpement-dapplications-mobiles category-developpement-de-site-web category-intelligence-artificielle category-lia-dans-le-divertissement category-lia-en-entreprise category-lintelligence-artificielle-dans-le-divertissement category-lintelligence-artificielle-dans-les-medias category-la-technologie category-societe-de-developpement-dapplications-dintelligence-artificielle category-societe-de-developpement-dapplications-ia tag-combien-coute-lintelligence-artificielle tag-couts-de-developpement-de-lia tag-couts-de-lintelligence-artificielle tag-developpement-dapplications-dintelligence-artificielle tag-developpement-dapplications-ia tag-developpement-dapplications tag-developpement-dapplications-mobiles tag-lia-dans-le-divertissement tag-lia-dans-les-medias tag-lintelligence-artificielle-dans-les-medias tag-societe-de-developpement-dapplications-dintelligence-artificielle tag-societe-de-developpement-dapplications-ia\">\n<div class=\"fusion-post-content post-content\"><h5 class=\"blog-shortcode-post-title entry-title\"><a href=\"https:\/\/www.ibiixo.com\/fr\/combien-coute-lintelligence-artificielle-dans-les-medias-et-le-divertissement\/\" target=\"_blank\" rel=\"noopener noreferrer\">Combien co\u00fbte l\u2019intelligence artificielle dans les m\u00e9dias et le divertissement ?<\/a><\/h5><\/div><div class=\"fusion-clearfix\"><\/div><\/article>\n<article id=\"blog-1-post-106231\" class=\"fusion-post-medium post-106231 post type-post status-publish format-standard has-post-thumbnail hentry category-affaire category-cout-de-lia category-cout-de-lia-dans-les-soins-de-sante category-cout-de-lintelligence-artificielle category-cout-de-lintelligence-artificielle-dans-les-soins-de-sante category-cout-des-applications-medicales category-couts-de-lintelligence-artificielle category-developpement-dapplications-fr category-developpement-dapplications-dintelligence-artificielle category-developpement-dapplications-ia category-developpement-dapplications-mobiles category-developpement-de-site-web category-intelligence-artificielle category-lia-dans-le-domaine-medical category-lia-dans-les-soins-de-sante category-lia-en-entreprise category-la-technologie category-societe-de-developpement-dapplications-dintelligence-artificielle category-societe-de-developpement-dapplications-ia category-startups-fr tag-cout-de-lia tag-cout-de-lia-dans-les-soins-de-sante tag-cout-de-lia-en-medecine tag-cout-de-lintelligence-artificielle-dans-les-soins-de-sante tag-couts-de-developpement-de-lia tag-couts-de-lintelligence-artificielle tag-developpement-dapplications-dintelligence-artificielle tag-developpement-dapplications-ia tag-developpement-dapplications tag-developpement-dapplications-mobiles tag-lia-en-medecine tag-societe-de-developpement-dapplications-dintelligence-artificielle tag-societe-de-developpement-dapplications-ia\">\n<div class=\"fusion-post-content post-content\"><h5 class=\"blog-shortcode-post-title entry-title\"><a href=\"https:\/\/www.ibiixo.com\/fr\/cout-de-lintelligence-artificielle-dans-les-soins-de-sante-comprendre-les-implications-financieres-de-lia-en-medecine\/\" target=\"_blank\" rel=\"noopener noreferrer\">Co\u00fbt de l\u2019intelligence artificielle dans les soins de sant\u00e9 : comprendre les implications financi\u00e8res de l\u2019IA en m\u00e9decine<\/a><\/h5><\/div><div class=\"fusion-clearfix\"><\/div><\/article>\n<\/div><\/div><\/div><\/section><\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><section class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-1 fusion_builder_column_inner_1_1 1_1 fusion-flex-column\" style=\"--awb-padding-right:5px;--awb-padding-left:5px;--awb-overflow:hidden;--awb-bg-color:var(--awb-color3);--awb-bg-color-hover:var(--awb-color3);--awb-bg-image:linear-gradient(180deg, var(--awb-color3) 0%,var(--awb-color3) 100%);--awb-bg-size:cover;--awb-border-radius:25px 25px 25px 25px;--awb-width-large:100%;--awb-margin-top-large:10px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-block\"><div class=\"fusion-widget-area awb-widget-area-element fusion-widget-area-1 fusion-content-widget-area\" style=\"--awb-margin-bottom:-20px;--awb-title-size:18px;--awb-title-color:var(--awb-color1);--awb-padding:0px 0px 0px 0px;\"><div id=\"text-23\" class=\"widget widget_text\" style=\"padding: 10px;margin: 10px;border-style: solid;border-color:transparent;border-width:0px;\">\t\t\t<div class=\"textwidget\"><h4 style=\"color: #fff; font-size: 18px; margin-top: 0px !important; margin-bottom: 5px;\">NOS SERVICES<\/h4>\n<p><a style=\"color: #fff; font-size: 15px;\" href=\"https:\/\/www.ibiixo.com\/fr\/developpement-de-site-web\/\">D\u00e9veloppement<br \/>\n Web<\/a> <a style=\"color: #fff; font-size: 15px;\" href=\"https:\/\/www.ibiixo.com\/fr\/uber-for-x\/\">D\u00e9veloppement d\u2019applications \u00e0 la demande<\/a><a style=\"color: #fff; font-size: 15px;\" href=\"https:\/\/www.ibiixo.com\/fr\/developpement-de-site-web\/\"><br \/>\n<\/a><a style=\"color: #fff; font-size: 15px;\" href=\"https:\/\/www.ibiixo.com\/fr\/developpement_dapplications-mobiles\/\">D\u00e9veloppement 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25px;--awb-width-large:75%;--awb-margin-top-large:20px;--awb-spacing-right-large:2.56%;--awb-margin-bottom-large:10px;--awb-spacing-left-large:2.56%;--awb-width-medium:75%;--awb-order-medium:0;--awb-spacing-right-medium:2.56%;--awb-spacing-left-medium:2.56%;--awb-width-small:100%;--awb-order-small:0;--awb-margin-top-small:10px;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\" data-scroll-devices=\"small-visibility,medium-visibility,large-visibility\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-block\"><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-3 fusion_builder_column_inner_1_1 1_1 fusion-flex-column hid\" style=\"--awb-padding-top:10px;--awb-padding-right:20px;--awb-padding-bottom:10px;--awb-padding-left:20px;--awb-padding-left-small:41px;--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-margin-top-small:28px;--awb-spacing-right-small:4.896%;--awb-spacing-left-small:1.92%;\" id=\"hid\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-block\"><div class=\"fusion-text fusion-text-11 fusion-text-no-margin\" 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style=\"--awb-padding-top:10px;--awb-padding-right:20px;--awb-padding-bottom:10px;--awb-padding-left:20px;--awb-padding-top-small:15px;--awb-padding-right-small:20px;--awb-padding-bottom-small:15px;--awb-padding-left-small:20px;--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-margin-top-small:0px;--awb-spacing-right-small:1.92%;--awb-margin-bottom-small:0px;--awb-spacing-left-small:1.92%;\" id=\"hid\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-center fusion-content-layout-row fusion-flex-align-items-center\"><div class=\"fusion-text fusion-text-12 fusion-text-no-margin\" style=\"--awb-font-size:20px;--awb-text-color:var(--awb-color1);--awb-margin-top:5px;--awb-margin-right:0px;--awb-margin-bottom:10px;--awb-margin-left:20px;\"><p>Donnez-nous vos impressions sur cet article<\/p>\n<\/div><div style=\"text-align:center;\"><a class=\"fusion-button button-flat fusion-button-default-size button-custom fusion-button-default button-3 fusion-button-default-span fusion-button-default-type send\" style=\"--awb-margin-bottom:10px;--button_accent_color:var(--awb-color4);--button_border_color:blue;--button_accent_hover_color:var(--awb-color1);--button_border_hover_color:#ffffff;--button-border-radius-top-left:50px;--button-border-radius-top-right:50px;--button-border-radius-bottom-right:50px;--button-border-radius-bottom-left:50px;--button_gradient_top_color:white;--button_gradient_bottom_color:white;--button_gradient_top_color_hover:var(--awb-color4);--button_gradient_bottom_color_hover:var(--awb-color4);\" target=\"_self\" href=\"#respond\" id=\"send\"><span 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fusion-flex-content-wrap\" style=\"width:calc( 100% + 12px ) !important;max-width:calc( 100% + 12px ) !important;margin-left: calc(-12px \/ 2 );margin-right: calc(-12px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-7 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-flex-align-self-stretch\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:20px;--awb-spacing-right-large:6px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:6px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:6px;--awb-margin-bottom-medium:20px;--awb-spacing-left-medium:6px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:6px;--awb-margin-bottom-small:16px;--awb-spacing-left-small:6px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-row\"><div class=\"fusion-title title fusion-title-13 fusion-sep-none fusion-title-center fusion-title-text fusion-title-size-three\" style=\"--awb-text-color:var(--awb-color5);--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:20px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-center fusion-responsive-typography-calculated\" style=\"margin:0;text-transform:uppercase;--fontSize:36;line-height:1.3;\">Latest insights<\/h3><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-8 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:20px;--awb-spacing-right-large:6px;--awb-margin-bottom-large:45px;--awb-spacing-left-large:6px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:6px;--awb-spacing-left-medium:6px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:6px;--awb-spacing-left-small:6px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-block\"><div class=\"fusion-blog-shortcode fusion-blog-shortcode-2 fusion-blog-archive fusion-blog-layout-grid-wrapper fusion-blog-pagination fusion-blog-layout-center\" style=\"--awb-title-font-size:25px;--awb-title-text-transform:uppercase;--grid_separator_color:var(--awb-color1);\"><style type=\"text\/css\">.fusion-blog-shortcode-2 .fusion-blog-layout-grid .fusion-post-grid{padding:4px;}.fusion-blog-shortcode-2 .fusion-posts-container{margin-left: -4px !important; margin-right:-4px !important;}<\/style><div class=\"fusion-posts-container fusion-posts-container-pagination fusion-no-meta-info fusion-blog-rollover fusion-blog-layout-grid fusion-blog-layout-grid-4 isotope fusion-blog-equal-heights\" data-pages=\"19\" data-grid-col-space=\"8\" style=\"margin: -4px -4px 0;min-height:500px;\"><article id=\"blog-2-post-106717\" class=\"fusion-post-grid post-106717 post type-post status-publish format-standard has-post-thumbnail hentry category-affaire category-cout-de-lia category-couts-de-lia category-couts-de-lintelligence-artificielle category-developpement-dapplications-fr category-developpement-dapplications-dintelligence-artificielle category-developpement-dapplications-ia category-developpement-dapplications-mobiles category-developpement-de-site-web category-intelligence-artificielle category-lia-dans-le-commerce-electronique category-lia-en-entreprise category-limpact-de-lia category-lintelligence-artificielle-dans-le-commerce-electronique category-la-technologie category-societe-de-developpement-dapplications-dintelligence-artificielle category-societe-de-developpement-dapplications-ia tag-couts-de-developpement-de-lia tag-couts-de-lia tag-couts-de-lintelligence-artificielle tag-developpement-dapplications-dintelligence-artificielle tag-developpement-dapplications-ia tag-developpement-dapplications tag-developpement-dapplications-mobiles tag-lia-dans-le-commerce-de-detail tag-lia-dans-le-commerce-electronique tag-lintelligence-artificielle-dans-le-commerce-de-detail tag-lintelligence-artificielle-dans-le-commerce-electronique tag-societe-de-developpement-dapplications-dintelligence-artificielle tag-societe-de-developpement-dapplications-ia\">\n<div class=\"fusion-post-wrapper\" style=\"background-color:rgba(255,255,255,0);border:1px solid var(--awb-color8);border-bottom-width:3px;\">\n\n\t\t\t<div class=\"fusion-flexslider flexslider fusion-flexslider-loading fusion-post-slideshow\" style=\"border-color:var(--awb-color8);\">\n\t\t<ul class=\"slides\">\n\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><div  class=\"fusion-image-wrapper\" aria-haspopup=\"true\">\n\t\t\t\t<img decoding=\"async\" width=\"600\" height=\"600\" src=\"https:\/\/ecgch65mejh.exactdn.com\/wp-content\/uploads\/2024\/06\/What-is-the-Cost-of-AI-Artificial-Intelligence-Development-in-the-Retail-and-eCommerce-Industry-Thumbnail.jpg?strip=all\" class=\"attachment-full size-full lazyload 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tag-developpement-dapplications tag-developpement-dapplications-mobiles tag-lia-en-medecine tag-societe-de-developpement-dapplications-dintelligence-artificielle tag-societe-de-developpement-dapplications-ia\">\n<div class=\"fusion-post-wrapper\" style=\"background-color:rgba(255,255,255,0);border:1px solid var(--awb-color8);border-bottom-width:3px;\">\n\n\t\t\t<div class=\"fusion-flexslider flexslider fusion-flexslider-loading fusion-post-slideshow\" style=\"border-color:var(--awb-color8);\">\n\t\t<ul class=\"slides\">\n\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><div  class=\"fusion-image-wrapper\" aria-haspopup=\"true\">\n\t\t\t\t<img decoding=\"async\" width=\"600\" height=\"600\" src=\"https:\/\/ecgch65mejh.exactdn.com\/wp-content\/uploads\/2024\/06\/Cost-of-Artificial-Intelligence-in-Healthcare-Understanding-the-Financial-Implications-of-AI-in-Medicine-Thumbnail.jpg?strip=all\" class=\"attachment-full size-full lazyload wp-post-image\" 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m\u00e9decine\"><\/a>\n\t<\/div>\n<\/div>\n<\/div>\n<\/li>\n\t\t\t\n\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t<\/div>\n\t<div class=\"fusion-post-content-wrapper\" style=\"padding:30px 25px 0px 30px; display:none;\"><div class=\"fusion-post-content post-content\"><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div>\n<\/article>\n<article id=\"blog-2-post-105992\" class=\"fusion-post-grid post-105992 post type-post status-publish format-standard has-post-thumbnail hentry category-affaire category-cout-de-lia category-couts-de-lintelligence-artificielle category-developpement-dapplications-fr category-developpement-dapplications-dintelligence-artificielle category-developpement-dapplications-ia category-developpement-dapplications-mobiles category-developpement-de-site-web category-intelligence-artificielle category-lia-dans-la-finance 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fusion-post-slideshow\" style=\"border-color:var(--awb-color8);\">\n\t\t<ul class=\"slides\">\n\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><div  class=\"fusion-image-wrapper\" aria-haspopup=\"true\">\n\t\t\t\t<img decoding=\"async\" width=\"600\" height=\"600\" src=\"https:\/\/ecgch65mejh.exactdn.com\/wp-content\/uploads\/2024\/06\/Cost-of-AI-in-Finance-Understanding-the-Financial-Implications-of-Fintech-App-Thumbnail.jpg?strip=all\" class=\"attachment-full size-full lazyload wp-post-image\" alt=\"Cost-of-AI-in-FinTech-ibiixo\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27600%27%20height%3D%27600%27%20viewBox%3D%270%200%20600%20600%27%3E%3Crect%20width%3D%27600%27%20height%3D%27600%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/ecgch65mejh.exactdn.com\/wp-content\/uploads\/2024\/06\/Cost-of-AI-in-Finance-Understanding-the-Financial-Implications-of-Fintech-App-Thumbnail.jpg?strip=all\" 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class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Curabitur et Lion maintenant le vestibule mauris, ou avant la fin du plus grand, ni comme un lion plein de 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