{"id":58,"date":"2026-06-04T11:00:52","date_gmt":"2026-06-04T11:00:52","guid":{"rendered":"https:\/\/im2ag-ltdln-blog.univ-grenoble-alpes.fr\/?p=58"},"modified":"2026-07-20T11:10:43","modified_gmt":"2026-07-20T11:10:43","slug":"enseigner-le-big-data-avec-aws","status":"publish","type":"post","link":"https:\/\/im2ag-ltdln-blog.univ-grenoble-alpes.fr\/?p=58","title":{"rendered":"Enseigner le Big Data avec AWS &#8211; par Javier Espinosa"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title ez-toc-toggle\" style=\"cursor:pointer\">Contenus de la page<\/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 of Content\"><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: #000000;color:#000000\" 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: #000000;color:#000000\" 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-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"#\" data-href=\"https:\/\/im2ag-ltdln-blog.univ-grenoble-alpes.fr\/?p=58\/#Resume\" >R\u00e9sum\u00e9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"#\" data-href=\"https:\/\/im2ag-ltdln-blog.univ-grenoble-alpes.fr\/?p=58\/#Intervenant\" >Intervenant<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"#\" data-href=\"https:\/\/im2ag-ltdln-blog.univ-grenoble-alpes.fr\/?p=58\/#Les_slides\" >Les slides<\/a><\/li><\/ul><\/nav><\/div>\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Resume\"><\/span>R\u00e9sum\u00e9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Les solutions modernes pour le traitement du Big Data (telles que Databricks, BigQuery ou Snowflake) reposent sur des services de stockage et de calcul propos\u00e9s par des hyperscalers.<br>Lors de cette pr\u00e9sentation, l\u2019intervenant a partag\u00e9 son retour d&rsquo;exp\u00e9rience de l\u2019utilisation des services AWS dans le cadre de l\u2019enseignement de l\u2019analyse du Big Data, \u00e0 la fois \u00e0 l\u2019universit\u00e9 et en \u00e9cole d\u2019ing\u00e9nieurs.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Date de la session: Le 4 juin 2026.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Intervenant\"><\/span>Intervenant<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Javier Espinosa<\/strong>, est ma\u00eetre de conf\u00e9rences au d\u00e9partement d\u2019informatique de l\u2019Universit\u00e9 Lyon 1, ses activit\u00e9s d\u2019enseignement portent principalement sur le cloud et les syst\u00e8mes Big Data.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Les_slides\"><\/span>Les slides<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/im2ag-ltdln-blog.univ-grenoble-alpes.fr\/wp-content\/uploads\/2026\/06\/Espinosa-Teaching-Big-Data-with-AWS.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Contenu embarqu\u00e9 Espinosa Teaching Big Data with AWS.\"><\/object><a id=\"wp-block-file--media-25bc07d9-6008-41f4-bd55-b969e55b6a58\" href=\"https:\/\/im2ag-ltdln-blog.univ-grenoble-alpes.fr\/wp-content\/uploads\/2026\/06\/Espinosa-Teaching-Big-Data-with-AWS.pdf\">Espinosa Teaching Big Data with AWS<\/a><a href=\"https:\/\/im2ag-ltdln-blog.univ-grenoble-alpes.fr\/wp-content\/uploads\/2026\/06\/Espinosa-Teaching-Big-Data-with-AWS.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-25bc07d9-6008-41f4-bd55-b969e55b6a58\">T\u00e9l\u00e9charger<\/a><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>R\u00e9sum\u00e9 Les solutions modernes pour le traitement du Big Data (telles que Databricks, BigQuery ou Snowflake) reposent sur des services de stockage et de calcul propos\u00e9s par des hyperscalers.Lors de cette pr\u00e9sentation, l\u2019intervenant a partag\u00e9 son retour d&rsquo;exp\u00e9rience de l\u2019utilisation des services AWS dans le cadre de l\u2019enseignement de l\u2019analyse du Big Data, \u00e0 la [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":true,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-58","post","type-post","status-publish","format-standard","hentry","category-retour-sur-seminaires"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/im2ag-ltdln-blog.univ-grenoble-alpes.fr\/index.php?rest_route=\/wp\/v2\/posts\/58","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/im2ag-ltdln-blog.univ-grenoble-alpes.fr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/im2ag-ltdln-blog.univ-grenoble-alpes.fr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/im2ag-ltdln-blog.univ-grenoble-alpes.fr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/im2ag-ltdln-blog.univ-grenoble-alpes.fr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=58"}],"version-history":[{"count":25,"href":"https:\/\/im2ag-ltdln-blog.univ-grenoble-alpes.fr\/index.php?rest_route=\/wp\/v2\/posts\/58\/revisions"}],"predecessor-version":[{"id":366,"href":"https:\/\/im2ag-ltdln-blog.univ-grenoble-alpes.fr\/index.php?rest_route=\/wp\/v2\/posts\/58\/revisions\/366"}],"wp:attachment":[{"href":"https:\/\/im2ag-ltdln-blog.univ-grenoble-alpes.fr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=58"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/im2ag-ltdln-blog.univ-grenoble-alpes.fr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=58"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/im2ag-ltdln-blog.univ-grenoble-alpes.fr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=58"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}