{"id":7252,"date":"2020-12-04T11:20:59","date_gmt":"2020-12-04T10:20:59","guid":{"rendered":"https:\/\/astrakhan.fr\/digitalleadership\/?page_id=7252"},"modified":"2021-04-02T09:53:11","modified_gmt":"2021-04-02T07:53:11","slug":"data-engineering%e2%80%8b","status":"publish","type":"page","link":"https:\/\/astrakhan.fr\/digitalleadership\/formations\/data\/data-engineering%e2%80%8b\/","title":{"rendered":"Data Engineering\u200b"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"7252\" class=\"elementor elementor-7252\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-12ab88a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"12ab88a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2dedf6e\" data-id=\"2dedf6e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e38413b elementor-widget elementor-widget-heading\" data-id=\"e38413b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Data<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-084c4fc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"084c4fc\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-49f999a\" data-id=\"49f999a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cb336e0 elementor-widget elementor-widget-heading\" data-id=\"cb336e0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Data Engineering<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-d2877d8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d2877d8\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f937366\" data-id=\"f937366\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-113e735 elementor-widget elementor-widget-image\" data-id=\"113e735\" data-element_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<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/astrakhan.fr\/digitalleadership\/wp-content\/uploads\/sites\/6\/elementor\/thumbs\/DA06-Data-Engineering-p3fecn74wgm3ir3y2g10zwbpbqvzxdpy3aj1ajug18.jpg\" title=\"data engineering\" alt=\"data engineering\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\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-6d8dd27 elementor-widget elementor-widget-text-editor\" data-id=\"6d8dd27\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-895b086 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"895b086\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-234696c\" data-id=\"234696c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b2cc6b1 elementor-view-stacked elementor-shape-circle elementor-mobile-position-top elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"b2cc6b1\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span class=\"elementor-icon elementor-animation-\" >\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 59.73 65.46\"><defs><style>.cls-1,.cls-2{fill:#fff;}.cls-1,.cls-3{stroke:#303333;stroke-linecap:round;stroke-linejoin:round;stroke-width:2.79px;}.cls-3{fill:none;}<\/style><\/defs><g id=\"Calque_2\" data-name=\"Calque 2\"><g id=\"Calque_1-2\" data-name=\"Calque 1\"><path class=\"cls-1\" d=\"M52.9,6.83H6.84c-3,0-5.45,2.76-5.45,6.17V27.38h0V64.06h57V27.39h0V13C58.34,9.59,55.9,6.83,52.9,6.83Z\"><\/path><path class=\"cls-2\" 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class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t2 Jours\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\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-33 elementor-top-column elementor-element elementor-element-22b7e91\" data-id=\"22b7e91\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4f4aa4c elementor-view-stacked elementor-shape-circle elementor-mobile-position-top elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"4f4aa4c\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span 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class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1313a7f elementor-view-stacked elementor-shape-circle elementor-mobile-position-top elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"1313a7f\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span class=\"elementor-icon elementor-animation-\" >\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 54.01 40.59\"><defs><style>.cls-1{fill:#fff;stroke:#303333;stroke-linecap:round;stroke-linejoin:round;stroke-width:1.38px;}<\/style><\/defs><g id=\"Calque_2\" data-name=\"Calque 2\"><g id=\"Calque_1-2\" data-name=\"Calque 1\"><g id=\"_14-Hat\" data-name=\"14-Hat\"><path class=\"cls-1\" d=\"M4.73,13.58,27.59.94a2,2,0,0,1,1.92,0L52.37,13.58a1.77,1.77,0,0,1,1,1.56,1.8,1.8,0,0,1-1,1.56L29.51,29.34a2,2,0,0,1-1.92,0L4.73,16.7a1.81,1.81,0,0,1-.94-1.56A1.78,1.78,0,0,1,4.73,13.58Z\"><\/path><polygon class=\"cls-1\" points=\"3.79 15.14 3.79 15.09 28.55 15.09 28.55 15.19 3.84 15.19 3.84 25.46 3.74 25.46 3.74 15.14 3.79 15.14\"><\/polygon><path class=\"cls-1\" d=\"M3.79,25.46a3.09,3.09,0,0,1,3.09,3.09v6.19H.69V28.55A3.09,3.09,0,0,1,3.79,25.46Z\"><\/path><path class=\"cls-1\" d=\"M45.06,33.4V20.74l-15.55,8.6a2,2,0,0,1-1.92,0L12,20.74V33.61a2.06,2.06,0,0,0,1,1.74A28.78,28.78,0,0,0,28.55,39.9,28.93,28.93,0,0,0,38.75,38,18.55,18.55,0,0,0,45.06,33.4Z\"><\/path><\/g><\/g><\/g><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t<span  >\n\t\t\t\t\t\tFormateur(s)\t\t\t\t\t<\/span>\n\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tThibault PERIER - Lead Data Engineer Astrakhan\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-e591482 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e591482\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-82801cc\" data-id=\"82801cc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e8ceb77 elementor-widget elementor-widget-spacer\" data-id=\"e8ceb77\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b01a9da elementor-widget elementor-widget-text-editor\" data-id=\"b01a9da\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><span data-usefontface=\"true\" data-contrast=\"none\">Dans ce programme, vous aborderez le Data Engineering, un domaine li\u00e9 \u00e0 l&#8217;augmentation rapide du nombre de donn\u00e9es collect\u00e9es ces derni\u00e8res\u00a0<\/span><span data-usefontface=\"true\" data-contrast=\"none\">ann\u00e9es. Il couvre de nombreuses comp\u00e9tences, que ce soit en architecture de donn\u00e9es, en stockage, en traitement de la donn\u00e9e et exige m\u00eame\u00a0<\/span><span data-usefontface=\"true\" data-contrast=\"none\">d\u2019aller jusqu\u2019\u00e0 conna\u00eetre des \u00e9l\u00e9ments de Data Science.<\/span><\/p><p data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><span data-usefontface=\"true\" data-contrast=\"none\">Cette formation aura pour but de pr\u00e9senter les concepts li\u00e9s au Data Engineering, les connaissances et les comp\u00e9tences du Data\u00a0<\/span><span data-usefontface=\"true\" data-contrast=\"none\">Engineer<\/span><span data-usefontface=\"true\" data-contrast=\"none\">\u00a0\u00e0 travers\u00a0<\/span><span data-usefontface=\"true\" data-contrast=\"none\">notamment la pr\u00e9sentation de quelques exemples concrets utilisant les outils ou langages de programmation les plus utilis\u00e9s pour chaque concept.\u00a0<\/span><span data-usefontface=\"true\" data-contrast=\"none\">Par rapport \u00e0 la formation Data Architect, la formation Data Engineering descend davantage dans le d\u00e9tail des technologies qui couvrent toute la\u00a0<\/span><span data-usefontface=\"true\" data-contrast=\"none\">cha\u00eene de traitement.<\/span><\/p>\t\t\t\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-dfb1f4a elementor-widget elementor-widget-spacer\" data-id=\"dfb1f4a\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-a1de57f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a1de57f\" data-element_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-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-411e49f\" data-id=\"411e49f\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-566dc23 elementor-widget elementor-widget-heading\" data-id=\"566dc23\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Public cible<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-da3b28f elementor-widget elementor-widget-text-editor\" data-id=\"da3b28f\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<ul><li><b>DBA<\/b><\/li><li><strong>Data Architects<\/strong><\/li><li><strong>Data Scientists<\/strong><\/li><\/ul>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\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-0eec9bd\" data-id=\"0eec9bd\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-746e7b8 elementor-widget elementor-widget-heading\" data-id=\"746e7b8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pr\u00e9requis<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d4ce96f elementor-widget elementor-widget-text-editor\" data-id=\"d4ce96f\" data-element_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<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<ul><li><strong><span class=\"TextRun BCX0 SCXP209669103\" lang=\"FR-FR\" xml:lang=\"FR-FR\" data-usefontface=\"true\" data-contrast=\"none\"><span class=\"NormalTextRun BCX0 SCXP209669103\">Quelques connaissances dans le domaine du traitement de la donn\u00e9e ou sur un sujet pr\u00e9cis (Analyse, Architecture, Stockage&#8230;)<\/span><\/span><\/strong><\/li><\/ul>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-e743a57 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e743a57\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e3f5f83\" data-id=\"e3f5f83\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bfd1b4e elementor-widget elementor-widget-spacer\" data-id=\"bfd1b4e\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-b7c9ddf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b7c9ddf\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-133366c\" data-id=\"133366c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-41c76bc elementor-widget elementor-widget-heading\" data-id=\"41c76bc\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Fonctionnement<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-0e41f7e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0e41f7e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cd1ec16\" data-id=\"cd1ec16\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e498fa9 elementor-widget elementor-widget-spacer\" data-id=\"e498fa9\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-6ecb9d8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6ecb9d8\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-6d64be5\" data-id=\"6d64be5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-64fcc19 elementor-view-stacked elementor-shape-circle elementor-mobile-position-top elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"64fcc19\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span class=\"elementor-icon elementor-animation-\" >\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 33.48 47.91\"><defs><style>.cls-1{fill:#fff;stroke:#303333;stroke-linecap:round;stroke-linejoin:round;stroke-width:2.13px;}<\/style><\/defs><g id=\"Calque_2\" data-name=\"Calque 2\"><g id=\"Calque_1-2\" data-name=\"Calque 1\"><path class=\"cls-1\" d=\"M16.74,1.07A15.65,15.65,0,0,1,32.41,16.59a16.78,16.78,0,0,1-2.51,8.47l0,0L17.81,46.22a1.24,1.24,0,0,1-2.15,0L3.56,25v0a17.38,17.38,0,0,1-2.5-8.44v0A15.64,15.64,0,0,1,16.74,1.07Zm0,9.68a6.11,6.11,0,1,0,6.1,6.11,6.11,6.11,0,0,0-6.1-6.11Z\"><\/path><\/g><\/g><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t<span  >\n\t\t\t\t\t\tSur place, <br>dans vos locaux\t\t\t\t\t<\/span>\n\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\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-33 elementor-top-column elementor-element elementor-element-c64592b\" data-id=\"c64592b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9a6ca16 elementor-view-stacked elementor-shape-circle elementor-mobile-position-top elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"9a6ca16\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span class=\"elementor-icon elementor-animation-\" >\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 59.98 36.71\"><defs><style>.cls-1{fill:#fff;}.cls-1,.cls-2{stroke:#000;stroke-linecap:round;stroke-linejoin:round;stroke-width:1.24px;}.cls-2{fill:none;}<\/style><\/defs><g id=\"Calque_2\" data-name=\"Calque 2\"><g id=\"Calque_1-2\" data-name=\"Calque 1\"><rect x=\"23.87\" y=\"32.38\" width=\"11.88\" height=\"1.98\"><\/rect><path class=\"cls-1\" 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y2=\"13.51\"><\/line><path class=\"cls-2\" d=\"M19.61,21.36A2.59,2.59,0,1,1,17,18.77,2.59,2.59,0,0,1,19.61,21.36Z\"><\/path><path class=\"cls-2\" d=\"M23.17,29.8V32H10.88V29.8A4.76,4.76,0,0,1,15.64,25h2.77A4.76,4.76,0,0,1,23.17,29.8Z\"><\/path><line class=\"cls-2\" x1=\"13.33\" y1=\"31.95\" x2=\"13.33\" y2=\"29.17\"><\/line><line class=\"cls-2\" x1=\"20.71\" y1=\"31.95\" x2=\"20.71\" y2=\"29.17\"><\/line><path class=\"cls-2\" d=\"M45.54,21.36A2.59,2.59,0,1,1,43,18.77,2.58,2.58,0,0,1,45.54,21.36Z\"><\/path><path class=\"cls-2\" d=\"M49.11,29.8V32H36.81V29.8A4.76,4.76,0,0,1,41.58,25h2.76A4.77,4.77,0,0,1,49.11,29.8Z\"><\/path><line class=\"cls-2\" x1=\"39.27\" y1=\"31.95\" x2=\"39.27\" y2=\"29.17\"><\/line><line class=\"cls-2\" x1=\"46.65\" y1=\"31.95\" x2=\"46.65\" y2=\"29.17\"><\/line><line class=\"cls-2\" x1=\"29.99\" y1=\"0.62\" x2=\"29.99\" y2=\"31.95\"><\/line><polyline class=\"cls-2\" points=\"4.83 16.29 10.69 16.29 13.15 16.29 20.53 16.29 22.99 16.29 29.99 16.29 55.15 16.29\"><\/polyline><\/g><\/g><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t<span  >\n\t\t\t\t\t\tA distance,<br> via Teams\t\t\t\t\t<\/span>\n\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\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-33 elementor-top-column elementor-element elementor-element-a433721\" data-id=\"a433721\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0906bc8 elementor-view-stacked elementor-shape-circle elementor-mobile-position-top elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"0906bc8\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span class=\"elementor-icon elementor-animation-\" >\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 48.29 48.29\"><defs><style>.cls-1{fill:#fff;stroke:#303333;stroke-linecap:round;stroke-linejoin:round;stroke-width:1.58px;}<\/style><\/defs><g id=\"Calque_2\" data-name=\"Calque 2\"><g id=\"Calque_1-2\" data-name=\"Calque 1\"><path class=\"cls-1\" d=\"M34.93,17.13a3.42,3.42,0,0,0-2.8-1l5-5L28.46,2.57a6.13,6.13,0,0,0-8.63,0L11.2,11.2l5,5a3.44,3.44,0,1,1,3,3l5,5,5-5a3.43,3.43,0,1,0,5.82-2.05Z\"><\/path><path class=\"cls-1\" d=\"M31.16,34.93a3.42,3.42,0,0,0,1-2.8l5,5,8.63-8.63a6.13,6.13,0,0,0,0-8.63L37.09,11.2l-5,5a3.44,3.44,0,1,1-3,3l-5,5,5,5a3.43,3.43,0,1,0,2.05,5.82Z\"><\/path><path class=\"cls-1\" d=\"M13.36,31.16a3.42,3.42,0,0,0,2.8,1l-5,5,8.63,8.63a6.13,6.13,0,0,0,8.63,0l8.63-8.63-5-5a3.44,3.44,0,1,1-3-3l-5-5-5,5a3.43,3.43,0,1,0-5.82,2.05Z\"><\/path><path class=\"cls-1\" d=\"M17.13,13.36a3.42,3.42,0,0,0-1,2.8l-5-5L2.57,19.83a6.13,6.13,0,0,0,0,8.63l8.63,8.63,5-5a3.44,3.44,0,1,1,3-3l5-5-5-5a3.43,3.43,0,1,0-2.05-5.82Z\"><\/path><\/g><\/g><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t<span  >\n\t\t\t\t\t\tWorkshops\t\t\t\t\t<\/span>\n\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-3bb4aba elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3bb4aba\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3427a7e\" data-id=\"3427a7e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3e3140c elementor-widget elementor-widget-spacer\" data-id=\"3e3140c\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-e1fc008 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e1fc008\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-96242b3\" data-id=\"96242b3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fbf212f elementor-widget elementor-widget-heading\" data-id=\"fbf212f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Programme d\u00e9taill\u00e9<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-a09cee7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a09cee7\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-75cd82e\" data-id=\"75cd82e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4e08012 elementor-widget elementor-widget-spacer\" data-id=\"4e08012\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-3b708f6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3b708f6\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5b5df1c\" data-id=\"5b5df1c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-aafbe59 elementor-widget elementor-widget-accordion\" data-id=\"aafbe59\" data-element_type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-accordion\" role=\"tablist\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1791\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"tab\" aria-controls=\"elementor-tab-content-1791\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-plus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" href=\"\">Jour 1<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1791\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1791\"><p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><b><span data-usefontface=\"true\" data-contrast=\"none\">Introduction au Data Engineering<\/span><\/b><\/p>\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><b><span data-usefontface=\"true\" data-contrast=\"none\">Comment en est-on arriv\u00e9 au Data Engineering ?<\/span><\/b><\/p>\n<ul style=\"font-weight: 400\">\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Ere des donn\u00e9es relationnelles &amp; Business Intelligence traditionnelle<\/span><\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Big Data, Hadoop &amp; nouvelles technologies de stockage<\/span><\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Big Data &amp; nouvelles m\u00e9thodes d&#8217;int\u00e9gration<\/span><\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Infrastructures &amp; industrialisation (intro)<\/span><\/li>\n<\/ul>\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><b><span data-usefontface=\"true\" data-contrast=\"none\">La place du Data Engineering<\/span><\/b><\/p>\n<ul style=\"font-weight: 400\">\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"5\" data-aria-level=\"1\">Chaine de valeur Data<\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"6\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">R\u00f4les autour de la chaine de valeur Data<\/span><\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"7\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Data Engineering vs Data Scientist<\/span><\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"8\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Data Science &amp; Machine Learning<\/span><\/li>\n<\/ul>\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><b><span data-usefontface=\"true\" data-contrast=\"none\">Le Data Engineer<\/span><\/b><\/p>\n<ul style=\"font-weight: 400\">\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"10\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Connaissances de base en informatique requises<\/span><\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"11\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Comp\u00e9tences en langages de programmation pour chaque partie de la chaine de traitement des donn\u00e9es<\/span><\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"12\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Connaissance des bases de donn\u00e9es<\/span><\/li>\n<\/ul>\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><b>Stockage de donn\u00e9es<\/b><\/p>\n<ul style=\"font-weight: 400\">\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"14\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Base de donn\u00e9es relationnelles et SQL (MySQL, Oracle, SQL Server, PostgreSQL),&nbsp;<\/span><\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"15\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">NoSQL (MongoDB, Elasticsearch\u2026)<\/span><\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"16\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Hadoop (HDFS)<\/span><\/li>\n<\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1792\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"tab\" aria-controls=\"elementor-tab-content-1792\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-plus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" href=\"\">Jour 2<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1792\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1792\"><p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><b>Traitement des donn\u00e9es<\/b><\/p>\n<ul style=\"font-weight: 400\">\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Qu&#8217;est-ce que c&#8217;est ?<\/span><\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Types de traitement<\/span><\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Exemple avec&nbsp;<\/span><span data-usefontface=\"true\" data-contrast=\"none\">Pyspark<\/span><span data-usefontface=\"true\" data-contrast=\"none\">&nbsp;(Spark avec Python)<\/span><\/li>\n<\/ul>\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><span style=\"font-weight: bold\">Construction de&nbsp;<\/span><b><span data-usefontface=\"true\" data-contrast=\"none\">Workflow&nbsp;<\/span><\/b><\/p>\n<ul style=\"font-weight: 400\">\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Planification de workflow<\/span><\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Suivi des pipelines de donn\u00e9es<\/span><\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"6\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Exemple de planification de workflow avec Apache <\/span><span data-usefontface=\"true\" data-contrast=\"none\">Airflow<\/span><\/li>\n<\/ul>\n<p data-ccp-props=\"{&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><b><span data-usefontface=\"true\" data-contrast=\"none\">L&#8217;infrastructure comme code<\/span><\/b><\/p>\n<ul style=\"font-weight: 400\">\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"7\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Infrastructures &amp; industrialisation<\/span><\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"8\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Conteneurs (Docker)<\/span><\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"9\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Orchestration des conteneurs (Kubernetes)<\/span><\/li>\n<li data-charcodes=\"8226\" data-font=\"Arial,Sans-Serif\" data-buautonum=\"8\" data-margin=\"270\" data-aria-posinset=\"10\" data-aria-level=\"1\"><span data-usefontface=\"true\" data-contrast=\"none\">Mise \u00e0 disposition d&#8217;infrastructures (Terraform, Amazon <\/span><span data-usefontface=\"true\" data-contrast=\"none\">Cloud formation, Azure Resource manager)<\/span><\/li>\n<\/ul><\/div>\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>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-8447f92 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8447f92\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c671fa5\" data-id=\"c671fa5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3a3e2af elementor-widget elementor-widget-spacer\" data-id=\"3a3e2af\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-785c608a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"785c608a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-638360dd\" data-id=\"638360dd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-64927e06 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"64927e06\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a href=\"https:\/\/astrakhan.fr\/digitalleadership\/contact\/\" class=\"elementor-button-link elementor-button elementor-size-md\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Demander un devis<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-0df714e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0df714e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8083811\" data-id=\"8083811\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1511a9f elementor-widget elementor-widget-spacer\" data-id=\"1511a9f\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-334a2fb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"334a2fb\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0ae59dd\" data-id=\"0ae59dd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f1f0039 elementor-widget elementor-widget-heading\" data-id=\"f1f0039\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">D\u00e9couvrez \u00e9galement sur notre blog : <\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\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-79d0a99 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"79d0a99\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8676d7e\" data-id=\"8676d7e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-325bcb9 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"325bcb9\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a href=\"https:\/\/astrakhan.fr\/blog\/levolution-du-role-de-data-engineer\/\" target=\"_blank\" class=\"elementor-button-link elementor-button elementor-size-lg\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t<span class=\"elementor-button-icon elementor-align-icon-left\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-newspaper\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"elementor-button-text\">L\u2019\u00e9volution du r\u00f4le de Data Engineer<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Data<br \/>\nData Engineering<\/p>\n<p>\t\t\t\t.cls-1,.cls-2{fill:#fff;}.cls-1,.cls-3{stroke:#303333;stroke-linecap:round;stroke-linejoin:round;stroke-width:2.79px;}.cls-3{fill:none;}\t\t\t\t<\/p>\n<p>\t\t\t\t\tDur\u00e9e<\/p>\n<p>2 Jours<br \/>\n\t\t\t\t.cls-1{fill:#fff;}.cls-1,.cls-2,.cls-3{stroke:#303333;stroke-linecap:round;stroke-linejoin:round;}.cls-1,.cls-3{stroke-width:2.11px;}.cls-2{fill:#303333;}.cls-3{fill:none;}\t\t\t\t<\/p>\n<p>\t\t\t\t\tLangues<\/p>\n<p>Anglais &#8211; Fran\u00e7ais<br \/>\n\t\t\t\t.cls-1{fill:#fff;stroke:#303333;stroke-linecap:round;stroke-linejoin:round;stroke-width:1.38px;}\t\t\t\t<\/p>\n<p>\t\t\t\t\tFormateur(s)<\/p>\n<p>Thibault PERIER &#8211; Lead Data Engineer Astrakhan<br \/>\nDans ce programme, vous aborderez le Data Engineering, un domaine li\u00e9 \u00e0 <\/p>\n","protected":false},"author":15,"featured_media":0,"parent":6813,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"pmpro_default_level":0},"acf":[],"_links":{"self":[{"href":"https:\/\/astrakhan.fr\/digitalleadership\/wp-json\/wp\/v2\/pages\/7252"}],"collection":[{"href":"https:\/\/astrakhan.fr\/digitalleadership\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/astrakhan.fr\/digitalleadership\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/astrakhan.fr\/digitalleadership\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/astrakhan.fr\/digitalleadership\/wp-json\/wp\/v2\/comments?post=7252"}],"version-history":[{"count":3,"href":"https:\/\/astrakhan.fr\/digitalleadership\/wp-json\/wp\/v2\/pages\/7252\/revisions"}],"predecessor-version":[{"id":13640,"href":"https:\/\/astrakhan.fr\/digitalleadership\/wp-json\/wp\/v2\/pages\/7252\/revisions\/13640"}],"up":[{"embeddable":true,"href":"https:\/\/astrakhan.fr\/digitalleadership\/wp-json\/wp\/v2\/pages\/6813"}],"wp:attachment":[{"href":"https:\/\/astrakhan.fr\/digitalleadership\/wp-json\/wp\/v2\/media?parent=7252"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}