{"id":8012,"date":"2025-05-06T12:45:04","date_gmt":"2025-05-06T16:45:04","guid":{"rendered":"https:\/\/topo.art\/?post_type=formation&#038;p=8012"},"modified":"2025-05-30T12:15:43","modified_gmt":"2025-05-30T16:15:43","slug":"initiation-a-lintelligence-artificielle-avec-python-2","status":"publish","type":"formation","link":"https:\/\/stg.topo.art\/en\/formation\/initiation-a-lintelligence-artificielle-avec-python-2\/","title":{"rendered":"Introduction to artificial intelligence - Demystifying the tools"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"8012\" class=\"elementor elementor-8012\" data-elementor-post-type=\"formation\">\n\t\t\t\t<div class=\"elementor-element elementor-element-652ed88 e-con-full e-flex e-con e-parent\" data-id=\"652ed88\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-72cc624 elementor-widget elementor-widget-text-editor\" data-id=\"72cc624\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Dans un cadre collaboratif et sympathique, cette nouvelle formation se concentre sur l&rsquo;utilisation du langage de programmation Python pour interagir avec les diff\u00e9rentes interfaces (API) utilis\u00e9es en intelligence artificielle.<\/span><\/p><p><span style=\"font-weight: 400;\">Plusieurs concepts de base seront abord\u00e9s afin de d\u00e9mystifier l&rsquo;IA : l&rsquo;apprentissage supervis\u00e9 et non supervis\u00e9, les ensembles de donn\u00e9es, l&rsquo;entra\u00eenement des mod\u00e8les, l&rsquo;\u00e9valuation des performances, etc. <\/span><\/p><p><span style=\"font-weight: 400;\">Les concepts fondamentaux du langage de programmation Python seront pr\u00e9sent\u00e9s, y compris les types et structures de donn\u00e9es, les boucles, les conditions, les fonctions, la syntaxe et les biblioth\u00e8ques. De plus, les librairies les plus couramment utilis\u00e9es dans l\u2019apprentissage machine seront pr\u00e9sent\u00e9es, ainsi que les API commerciales d&rsquo;OpenAI, Anthropic, Midjourney, Stable Diffusion, etc. Les concepts d&rsquo;entra\u00eenement d\u2019algorithme seront couverts. Des sessions de codage guid\u00e9es sont pr\u00e9vues pour int\u00e9grer les acquis. D\u00e9monstration de l&rsquo;apprentissage machine interactif (IML) avec Touch Designer. Enfin, des questions d&rsquo;actualit\u00e9 seront abord\u00e9es afin de susciter une r\u00e9flexion critique.<\/span><\/p><h2>Programme d\u00e9taill\u00e9<\/h2><h3>SAMEDI 7 juin<\/h3><h4>Matin\u00e9e<\/h4><p><span style=\"font-weight: 400;\">Survol historique et explications des concepts fondamentaux de l&rsquo;apprentissage machine: entra\u00eenement supervis\u00e9 ou non supervis\u00e9, concept d&rsquo;entr\u00e9e\/sortie et exemples d&rsquo;applications artistiques. Exploration des types de mod\u00e8les g\u00e9n\u00e9ratifs, tels que le GAN (visuel), les transformeurs \/ GPT (textuel), omnimodal, etc.<\/span><\/p><h4>Apr\u00e8s-midi<\/h4><p><span style=\"font-weight: 400;\">Pr\u00e9sentation des concepts d&rsquo;apprentissage machine int\u00e9gr\u00e9 \u00e0 la programmation, notamment avec Python.<\/span>\u00a0<span style=\"font-weight: 400;\">Pr\u00e9sentation des librairies les plus utilis\u00e9es (Python\/Javascript) comme NumPy, Matplotlib, Scikit-learn, et TensorFlow ou PyTorch, mais aussi les API commerciales d\u2019OpenAI, Anthropic, Midjourney, Stable Diffusion. D\u00e9monstration interactive et ludique des mod\u00e8les g\u00e9n\u00e9ratifs. Courte s\u00e9ance d\u2019int\u00e9gration des acquis.<\/span><\/p><h4>Fin de journ\u00e9e<\/h4><p>En cl\u00f4ture de la journ\u00e9e du samedi, Gauthier Gidel abordera le sujet des droits d\u2019auteur confront\u00e9s par l\u2019IA et t\u00e9moignera de l\u2019engagement du MILA comme p\u00f4le mondial d\u2019avanc\u00e9es scientifiques inspirant l\u2019innovation et le d\u00e9veloppement de l\u2019IA au b\u00e9n\u00e9fice de tous et toutes.<\/p><h3>DIMANCHE 8 juin<\/h3><h4>Matin\u00e9e<\/h4><p><span style=\"font-weight: 400;\">Retour sur les concepts d&rsquo;entra\u00eenement (et comment am\u00e9liorer les r\u00e9sultats). Approfondissement du <i>pipeline<\/i> d&rsquo;apprentissage. Session guid\u00e9e participative de cr\u00e9ation de mod\u00e8le avec <i>Edge Impulse<\/i>.\u00a0<\/span><\/p><h4>Apr\u00e8s-midi<\/h4><p><span style=\"font-weight: 400;\">D\u00e9monstration d\u2019<\/span><i><span style=\"font-weight: 400;\">Interactive Machine Learning<\/span><\/i><span style=\"font-weight: 400;\"> (IML) avec Touch Designer et Max\/MSP. Session de codage libre, avec l\u2019aide et commentaires du formateur. Pr\u00e9sentation des enjeux actuels et r\u00e9flexions critiques des technologies d\u2019apprentissage machine.<\/span><\/p><h4>Mentorat post-formation<\/h4><p><strong>Chaque participant.e.s b\u00e9n\u00e9ficiera d\u2019une heure de mentorat avec le formateur dans les deux semaines suivantes, afin de l&rsquo;aider \u00e0 d\u00e9marrer un projet en I.A.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-99495cf e-con-full e-flex e-con e-child\" data-id=\"99495cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9286146 elementor-grid-1 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-widget elementor-widget-loop-grid\" data-id=\"9286146\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;template_id&quot;:&quot;417&quot;,&quot;columns&quot;:1,&quot;_skin&quot;:&quot;post&quot;,&quot;columns_tablet&quot;:&quot;2&quot;,&quot;columns_mobile&quot;:&quot;1&quot;,&quot;edit_handle_selector&quot;:&quot;[data-elementor-type=\\&quot;loop-item\\&quot;]&quot;,&quot;row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"loop-grid.post\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-loop-container elementor-grid\">\n\t\t<style id=\"loop-417\">.elementor-417 .elementor-element.elementor-element-8bd6b09{--display:flex;--flex-direction:row;--container-widget-width:calc( ( 1 - var( --container-widget-flex-grow ) ) * 100% );--container-widget-height:100%;--container-widget-flex-grow:1;--container-widget-align-self:stretch;--flex-wrap-mobile:wrap;--align-items:center;--margin-top:0px;--margin-bottom:30px;--margin-left:0px;--margin-right:0px;}.elementor-417 .elementor-element.elementor-element-216708d{--display:flex;--justify-content:center;--align-items:center;--container-widget-width:calc( ( 1 - var( --container-widget-flex-grow ) ) * 100% );--gap:0px 0px;--row-gap:0px;--column-gap:0px;}.elementor-417 .elementor-element.elementor-element-9b68b46 img{border-radius:500px 500px 500px 500px;}.elementor-417 .elementor-element.elementor-element-9b68b46 > .elementor-widget-container{margin:0px 0px 0px 0px;padding:0px 0px 0px 0px;}.elementor-417 .elementor-element.elementor-element-28b2552{--display:flex;--gap:0px 0px;--row-gap:0px;--column-gap:0px;--margin-top:0px;--margin-bottom:0px;--margin-left:0px;--margin-right:0px;--padding-top:00px;--padding-bottom:0px;--padding-left:0px;--padding-right:0px;--position:absolute;bottom:0px;}.elementor-417 .elementor-element.elementor-element-28b2552:not(.elementor-motion-effects-element-type-background), .elementor-417 .elementor-element.elementor-element-28b2552 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-color:#FFFFFFAD;}body:not(.rtl) .elementor-417 .elementor-element.elementor-element-28b2552{left:0px;}body.rtl .elementor-417 .elementor-element.elementor-element-28b2552{right:0px;}.elementor-417 .elementor-element.elementor-element-36e64f0{text-align:center;}.elementor-417 .elementor-element.elementor-element-36e64f0 > .elementor-widget-container{margin:0px 0px 0px 0px;padding:0px 0px 0px 0px;}.elementor-417 .elementor-element.elementor-element-f5159dd{--display:flex;--gap:10px 10px;--row-gap:10px;--column-gap:10px;--padding-top:0px;--padding-bottom:0px;--padding-left:0px;--padding-right:0px;}.elementor-417 .elementor-element.elementor-element-6f0b7fac{--display:flex;}.elementor-417 .elementor-element.elementor-element-45b9685c{columns:1;text-align:start;}@media(min-width:768px){.elementor-417 .elementor-element.elementor-element-216708d{--width:21.875em;}.elementor-417 .elementor-element.elementor-element-6f0b7fac{--content-width:1000px;}}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"417\" class=\"elementor elementor-417 e-loop-item e-loop-item-7139 post-7139 artiste type-artiste status-publish has-post-thumbnail hentry categorie-artiste-formateur-trice\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-8bd6b09 e-flex e-con-boxed e-con e-parent\" data-id=\"8bd6b09\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-216708d e-con-full e-flex e-con e-child\" data-id=\"216708d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9b68b46 photo elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"9b68b46\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/stg.topo.art\/en\/artiste\/maxime-alexandre-gosselin\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/stg.topo.art\/app\/uploads\/elementor\/thumbs\/MaximeAlexandreGosselin_rond-qmkgrcqospzcpzwpooswn5296d9gy9sdh9bs0j8oj0.png\" title=\"MaximeAlexandreGosselin_rond\" alt=\"Maxime-Alexandre Gosselim, directeur technique de TOPO - Centre de cr\u00e9ation num\u00e9rique\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-28b2552 e-con-full credit-photo e-flex e-con e-child\" data-id=\"28b2552\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;position&quot;:&quot;absolute&quot;}\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f5159dd e-flex e-con-boxed e-con e-child\" data-id=\"f5159dd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21af79c elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"21af79c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Maxime-Alexandre Gosselin<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-88c3b2b liens-artistes elementor-widget elementor-widget-shortcode\" data-id=\"88c3b2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><a target=\"_blank\" href=\"https:\/\/www.instagram.com\/alexandre.gosselin\/\">Instagram<\/a><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6f0b7fac e-flex e-con-boxed e-con e-parent\" data-id=\"6f0b7fac\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-45b9685c elementor-widget elementor-widget-text-editor\" data-id=\"45b9685c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tL&rsquo;artiste-programmeur Maxime-Alexandre Gosselin d\u00e9tient un dipl\u00f4me en sciences informatiques et en arts num\u00e9riques \u00e0 l&rsquo;Universit\u00e9 Concordia, ce qui l&rsquo;expose aux plus r\u00e9centes avenues de d\u00e9veloppement et d&rsquo;exploration de l&rsquo;intelligence artificielle. Ses recherches en agriculture augment\u00e9e, en apprentissage machine interactif, et en g\u00e9n\u00e9ration d\u2019images le placent \u00e0 l\u2019avant-plan des nouvelles technologies, de leurs possibilit\u00e9s et des enjeux qui y sont li\u00e9s. De plus, Maxime-Alexandre Gosselin a collabor\u00e9 avec de nombreux artistes \u00e0 la r\u00e9alisation de projets, ce qui lui permet de bien cibler les besoins techniques des projets atypiques. Il est aussi dipl\u00f4m\u00e9 en photographie (Concordia) et occupe le poste de directeur technique pour le centre d\u2019artistes TOPO depuis 2019.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"417\" class=\"elementor elementor-417 e-loop-item e-loop-item-8065 post-8065 artiste type-artiste status-publish has-post-thumbnail hentry\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-8bd6b09 e-flex e-con-boxed e-con e-parent\" data-id=\"8bd6b09\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-216708d e-con-full e-flex e-con e-child\" data-id=\"216708d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9b68b46 photo elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"9b68b46\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/stg.topo.art\/en\/artiste\/gauthier-gidel\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/stg.topo.art\/app\/uploads\/elementor\/thumbs\/gauthier-gidel-1x1-1-r5uzsyfax064s0hnt0llam8mj7lpzgil25fl6lrewc.jpg\" title=\"gauthier-gidel-1&#215;1\" alt=\"gauthier-gidel-1x1\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-28b2552 e-con-full credit-photo e-flex e-con e-child\" data-id=\"28b2552\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;position&quot;:&quot;absolute&quot;}\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f5159dd e-flex e-con-boxed e-con e-child\" data-id=\"f5159dd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21af79c elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"21af79c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Gauthier Gidel<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-88c3b2b liens-artistes elementor-widget elementor-widget-shortcode\" data-id=\"88c3b2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><a target=\"_blank\" href=\"https:\/\/gauthiergidel.github.io\/\">Gauthier Gidel<\/a><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6f0b7fac e-flex e-con-boxed e-con e-parent\" data-id=\"6f0b7fac\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-45b9685c elementor-widget elementor-widget-text-editor\" data-id=\"45b9685c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tGauthier Gidel est titulaire d\u2019une chaire en IA Canada-CIFAR, associ\u00e9e \u00e0 l&rsquo;Institut qu\u00e9b\u00e9cois d\u2019intelligence artificielle MILA, et professeur adjoint au d\u00e9partement d\u2019informatique et de recherche op\u00e9rationnelle (DIRO) de l\u2019Universit\u00e9 de Montr\u00e9al. Ses int\u00e9r\u00eats de recherche se situent \u00e0 l&rsquo;intersection de la th\u00e9orie des jeux, de l&rsquo;optimisation et de l&rsquo;apprentissage automatique.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"featured_media":7207,"template":"","meta":{"_acf_changed":false},"periode":[71],"class_list":["post-8012","formation","type-formation","status-publish","has-post-thumbnail","hentry","periode-2024-2025"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Formation Initiation \u00e0 l&#039;intelligence artificielle - D\u00e9mystifier les outils &#8226; TOPO - Centre de cr\u00e9ation num\u00e9rique<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Formation Initiation \u00e0 l&#039;intelligence artificielle - D\u00e9mystifier les outils &#8226; TOPO - Centre de cr\u00e9ation num\u00e9rique\" \/>\n<meta property=\"og:description\" content=\"Dans un cadre collaboratif et sympathique, cette nouvelle formation se concentre sur l&rsquo;utilisation du langage de programmation Python pour interagir avec les diff\u00e9rentes interfaces (API) utilis\u00e9es en intelligence artificielle. 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