{"id":1656,"date":"2022-06-30T12:04:10","date_gmt":"2022-06-30T10:04:10","guid":{"rendered":"https:\/\/doptim.eu\/?page_id=1656"},"modified":"2025-02-10T10:16:57","modified_gmt":"2025-02-10T09:16:57","slug":"formation-deep-learning","status":"publish","type":"page","link":"https:\/\/doptim.eu\/index.php\/formation-deep-learning\/","title":{"rendered":"Formation &#8211; Deep Learning"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1656\" class=\"elementor elementor-1656\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-334e7346 elementor-section-content-middle elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"334e7346\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-5a5589d9\" data-id=\"5a5589d9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-68df6335 elementor-widget elementor-widget-image\" data-id=\"68df6335\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"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<img fetchpriority=\"high\" decoding=\"async\" width=\"1091\" height=\"901\" src=\"https:\/\/doptim.eu\/wp-content\/uploads\/2022\/07\/undraw_Developer_activity_re_39tg.png\" class=\"attachment-full size-full wp-image-1885\" alt=\"Doptim-Formation-Deep Learning\" srcset=\"https:\/\/doptim.eu\/wp-content\/uploads\/2022\/07\/undraw_Developer_activity_re_39tg.png 1091w, https:\/\/doptim.eu\/wp-content\/uploads\/2022\/07\/undraw_Developer_activity_re_39tg-300x248.png 300w, https:\/\/doptim.eu\/wp-content\/uploads\/2022\/07\/undraw_Developer_activity_re_39tg-1024x846.png 1024w, https:\/\/doptim.eu\/wp-content\/uploads\/2022\/07\/undraw_Developer_activity_re_39tg-768x634.png 768w\" sizes=\"(max-width: 1091px) 100vw, 1091px\" title=\"\">\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\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-42dd92ff\" data-id=\"42dd92ff\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-25cdba3d elementor-widget elementor-widget-heading\" data-id=\"25cdba3d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">NOS FORMATIONS<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f7419d2 elementor-widget elementor-widget-heading\" data-id=\"6f7419d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-xl\">Deep Learning &amp; IA g\u00e9n\u00e9ratives<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-161905b9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"161905b9\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-22297266\" data-id=\"22297266\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-11d1b2aa elementor-section-content-middle elementor-reverse-tablet elementor-reverse-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"11d1b2aa\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-21bc2d54\" data-id=\"21bc2d54\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-386accab elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"386accab\" 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><strong>Dur\u00e9e :<\/strong>\u00a04 demies-journ\u00e9es (14H)\u00a0<span style=\"font-weight: normal;\">&#8211; en web-atelier\u00a0<\/span><span style=\"font-weight: normal;\">ou en pr\u00e9sentiel<\/span><\/p><p><strong>Co\u00fbt :<\/strong>\u00a0Formation en partenariat avec\u00a0<a href=\"https:\/\/www.captronic.fr\/\" target=\"_blank\" rel=\"noopener\">Captronic\u00a0<\/a>\u2013 certifi\u00e9 Qualiopi<\/p><p><strong>Pour qui :<\/strong> un auditoire familier des manipulations et des calculs de donn\u00e9es, ayant besoin de mieux comprendre ce que repr\u00e9sente le Deep Learning, ses possibilit\u00e9s et son savoir-faire.<\/p><p><strong>Pr\u00e9-requis :<\/strong><\/p><ul><li>Connaissances en programmation Python. De nombreux supports existent sur le Web pour apprendre ce langage. Utilisation des librairies scikit-learn, tensorflow, pytorch et pandas.<\/li><li>Travailler sur son propre PC connect\u00e9 \u00e0 Internet.<\/li><\/ul>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4465e61d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4465e61d\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-150e72e0\" data-id=\"150e72e0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1fc90130 elementor-view-stacked elementor-shape-circle elementor-widget elementor-widget-icon\" data-id=\"1fc90130\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-user-graduate\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M319.4 320.6L224 416l-95.4-95.4C57.1 323.7 0 382.2 0 454.4v9.6c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48v-9.6c0-72.2-57.1-130.7-128.6-133.8zM13.6 79.8l6.4 1.5v58.4c-7 4.2-12 11.5-12 20.3 0 8.4 4.6 15.4 11.1 19.7L3.5 242c-1.7 6.9 2.1 14 7.6 14h41.8c5.5 0 9.3-7.1 7.6-14l-15.6-62.3C51.4 175.4 56 168.4 56 160c0-8.8-5-16.1-12-20.3V87.1l66 15.9c-8.6 17.2-14 36.4-14 57 0 70.7 57.3 128 128 128s128-57.3 128-128c0-20.6-5.3-39.8-14-57l96.3-23.2c18.2-4.4 18.2-27.1 0-31.5l-190.4-46c-13-3.1-26.7-3.1-39.7 0L13.6 48.2c-18.1 4.4-18.1 27.2 0 31.6z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-2160a047\" data-id=\"2160a047\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7600c9b1 elementor-widget elementor-widget-heading\" data-id=\"7600c9b1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Objectifs d'apprentissage<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-635e3646 elementor-widget elementor-widget-spacer\" data-id=\"635e3646\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e4996d3 elementor-widget elementor-widget-heading\" data-id=\"5e4996d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Au programme<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7271ca88 elementor-widget elementor-widget-text-editor\" data-id=\"7271ca88\" 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<ul style=\"font-style: normal; caret-color: #000000; color: #000000;\"><li><span class=\"S1PPyQ\">Comprendre le fonctionnement du Deep Learning<br \/><\/span><\/li><li><span class=\"S1PPyQ\">Savoir comment monter un projet IA<br \/><\/span><\/li><li><span class=\"S1PPyQ\">Conna\u00eetre plusieurs familles de mod\u00e8les IA<\/span><\/li><li><span class=\"S1PPyQ\">Construire des algorithmes avec des outils de r\u00e9f\u00e9rence<br \/><\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6cbfa193 elementor-widget elementor-widget-text-editor\" data-id=\"6cbfa193\" 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 class=\"_04xlpA direction-ltr align-start para-style-body\"><strong><span class=\"S1PPyQ\">Concepts IA et l&rsquo;\u00e9cosyst\u00e8me IA<br \/><\/span><\/strong><\/p><ul><li><span class=\"S1PPyQ\">IA\u00a0: les objectifs, la complexit\u00e9, le niveau d\u2019intelligence<\/span><\/li><li><span class=\"S1PPyQ\">Les grandes familles d\u2019usage de l\u2019IA en entreprise<\/span><\/li><li><span class=\"S1PPyQ\">Les fournisseurs de l\u2019IA, les embl\u00e8mes, le march\u00e9<\/span><\/li><li><span class=\"S1PPyQ\">Les architectures informatiques<\/span><\/li><li><span class=\"S1PPyQ\">Les enjeux soci\u00e9taux et \u00e9thiques, et la r\u00e9gulation europ\u00e9enne<\/span><\/li><\/ul><p class=\"_04xlpA direction-ltr align-start para-style-body\"><strong><span class=\"S1PPyQ\">Organisation de projet IA<\/span><\/strong><\/p><ul><li><span class=\"S1PPyQ\">La d\u00e9marche agile<\/span><\/li><li><span class=\"S1PPyQ\">Les \u00e9tapes de construction d\u2019un mod\u00e8le<\/span><\/li><li><span class=\"S1PPyQ\">Les mod\u00e9lisations supervis\u00e9es, non-supervis\u00e9es, par renforcement<\/span><\/li><li><span class=\"S1PPyQ\">L\u2019\u00e9valuation des mod\u00e8les et le traitement des erreurs<\/span><\/li><\/ul><p class=\"_04xlpA direction-ltr align-start para-style-body\"><strong><span class=\"S1PPyQ\">Diff\u00e9rents algorithmes de Deep Learning<\/span><\/strong><\/p><ul><li><span class=\"S1PPyQ\">Les r\u00e9seaux compl\u00e8tement connect\u00e9s (DNN)<\/span><\/li><li><span class=\"S1PPyQ\">Les r\u00e9seaux convolutifs (CNN)<\/span><\/li><li><span class=\"S1PPyQ\">Les autoencoders (AE)<\/span><\/li><li><span class=\"S1PPyQ\">Les Generative Adversarial Networks (GAN)<\/span><\/li><\/ul><p class=\"_04xlpA direction-ltr align-start para-style-body\"><span class=\"S1PPyQ\">Chaque mod\u00e8le est accompagn\u00e9 d\u2019un exemple pr\u00e9-cod\u00e9. Les exercices s\u2019intercalent dans la pr\u00e9sentation pour permettre \u00e0 chaque \u00e9quipe de tester les mod\u00e8les sur leur propre jeu de donn\u00e9es.<\/span><\/p>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-128cd240 elementor-widget elementor-widget-heading\" data-id=\"128cd240\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-medium\">Cette formation vous int\u00e9resse ?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57136a5b elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"57136a5b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/doptim.eu\/index.php\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contactez-nous<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77eb0b30 elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"77eb0b30\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/doptim.eu\/index.php\/formations-data-science\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">D\u00e9couvrez toutes nos formations<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>NOS FORMATIONS Deep Learning &amp; IA g\u00e9n\u00e9ratives Dur\u00e9e :\u00a04 demies-journ\u00e9es (14H)\u00a0&#8211; en web-atelier\u00a0ou en pr\u00e9sentiel Co\u00fbt :\u00a0Formation en partenariat avec\u00a0Captronic\u00a0\u2013 certifi\u00e9 Qualiopi Pour qui : un auditoire familier des manipulations et des calculs de donn\u00e9es, ayant besoin de mieux comprendre ce que repr\u00e9sente le Deep Learning, ses possibilit\u00e9s et son savoir-faire. Pr\u00e9-requis : Connaissances en [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-1656","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/doptim.eu\/index.php\/wp-json\/wp\/v2\/pages\/1656","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/doptim.eu\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/doptim.eu\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/doptim.eu\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/doptim.eu\/index.php\/wp-json\/wp\/v2\/comments?post=1656"}],"version-history":[{"count":17,"href":"https:\/\/doptim.eu\/index.php\/wp-json\/wp\/v2\/pages\/1656\/revisions"}],"predecessor-version":[{"id":3601,"href":"https:\/\/doptim.eu\/index.php\/wp-json\/wp\/v2\/pages\/1656\/revisions\/3601"}],"wp:attachment":[{"href":"https:\/\/doptim.eu\/index.php\/wp-json\/wp\/v2\/media?parent=1656"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}