{"id":167303,"date":"2023-03-21T10:52:43","date_gmt":"2023-03-21T09:52:43","guid":{"rendered":"https:\/\/datascientest.com\/en\/?page_id=167303"},"modified":"2025-09-15T13:33:19","modified_gmt":"2025-09-15T12:33:19","slug":"ml-ops-course","status":"publish","type":"page","link":"https:\/\/datascientest.com\/en\/ml-ops-course","title":{"rendered":"MLOps course"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"167303\" class=\"elementor elementor-167303\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3c38b4c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3c38b4c\" 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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-336fa8b\" data-id=\"336fa8b\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0e31100 elementor-widget elementor-widget-heading\" data-id=\"0e31100\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><span class=\"elementor-heading-title elementor-size-default\">EXPERT COURSE<\/span>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-31ce7e1 elementor-widget elementor-widget-heading\" data-id=\"31ce7e1\" 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\"><span style=\"color:#4628DD\">MLOps<\/span> - Training course<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-c1e817f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c1e817f\" 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<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-ae795cb\" data-id=\"ae795cb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-24cd7fb elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"24cd7fb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Bootcamp (8 weeks)<\/span>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8ba1aba elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"8ba1aba\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<span class=\"elementor-heading-title elementor-size-default\">or<\/span>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34ed14b elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"34ed14b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Part-time (4 months)<\/span>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-635db9e elementor-widget elementor-widget-global elementor-global-196844 elementor-widget-text-editor\" data-id=\"635db9e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>\u2b50\u2b50\u2b50\u2b50\u2b50 4.8\/5 \u2013 1,000+ alumni reviews<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cfefdb1 elementor-widget elementor-widget-shortcode\" data-id=\"cfefdb1\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"section\" data-elementor-id=\"196973\" class=\"elementor elementor-196973\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-36ad571 e-flex e-con-boxed e-con\" data-id=\"36ad571\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9802d03 elementor-widget elementor-widget-text-editor\" data-id=\"9802d03\" 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<p data-start=\"195\" data-end=\"528\"><strong data-start=\"148\" data-end=\"173\">135 hours of training<\/strong> to master MLOps \u2014 from containerizing models to orchestrating workflows and deploying Machine Learning pipelines in production \u2014 using <strong data-start=\"309\" data-end=\"417\">Docker, MLFlow, Airflow, DVC, Jenkins, Prometheus, Grafana, BentoML, Kubernetes, ZenML, Weights &amp; Biases<\/strong> and <strong data-start=\"422\" data-end=\"429\">AWS<\/strong>.<br data-start=\"430\" data-end=\"433\" \/>Certification delivered by <strong>Paris 1 Panth\u00e9on-Sorbonne University<\/strong>.<\/p>\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\t<\/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-1fd5e48 elementor-align-left button-principal-jaune elementor-widget elementor-widget-button\" data-id=\"1fd5e48\" 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 class=\"elementor-button elementor-button-link elementor-size-md\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjE5MDQ3MyIsInRvZ2dsZSI6ZmFsc2V9\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\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=\"eci  fontello-e95c4f2a-dowl\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Download program<\/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<div class=\"elementor-element elementor-element-716ce40 e-con-full e-flex e-con\" data-id=\"716ce40\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-299f7c8 e-con-full e-flex e-con\" data-id=\"299f7c8\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0168a66 elementor-widget elementor-widget-heading\" data-id=\"0168a66\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<span class=\"elementor-heading-title elementor-size-default\">OUR NEXT ENTRIES ARE:<\/span>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b34cb4b elementor-widget elementor-widget-heading\" data-id=\"b34cb4b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<span class=\"elementor-heading-title elementor-size-default\">\nOctober 28, 2025<br>\nNovember 17, 2025\n<\/span>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2fb0932 e-flex e-con-boxed e-con\" data-id=\"2fb0932\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-912152a e-con-full e-flex e-con\" data-id=\"912152a\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-41d9fa8 elementor-widget elementor-widget-image\" data-id=\"41d9fa8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"301\" height=\"120\" src=\"https:\/\/datascientest.com\/en\/files\/2023\/07\/Property-1Sorbonne.png\" class=\"attachment-large size-large wp-image-169126\" alt=\"\" \/>\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<div class=\"elementor-element elementor-element-02ed237 elementor-widget elementor-widget-heading\" data-id=\"02ed237\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Certificate delivered by University La Sorbonne\u200b<\/span>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-premium-element-link=\"{&quot;type&quot;:&quot;url&quot;,&quot;link&quot;:{&quot;url&quot;:&quot;https:\\\/\\\/www.coursereport.com\\\/schools\\\/datascientest&quot;,&quot;is_external&quot;:&quot;on&quot;,&quot;nofollow&quot;:&quot;on&quot;,&quot;custom_attributes&quot;:&quot;&quot;},&quot;href&quot;:&quot;https:\\\/\\\/www.coursereport.com\\\/schools\\\/datascientest&quot;}\" style=\"cursor: pointer\" class=\"elementor-element elementor-element-93a0aa6 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"93a0aa6\" 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\t\t\t\t\t\t\t<img decoding=\"async\" width=\"359\" height=\"252\" src=\"https:\/\/datascientest.com\/en\/files\/2025\/07\/Screenshot-2025-07-10-115813.png\" class=\"attachment-large size-large wp-image-197408\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2025\/07\/Screenshot-2025-07-10-115813.png 359w, https:\/\/datascientest.com\/en\/files\/2025\/07\/Screenshot-2025-07-10-115813-300x211.png 300w\" sizes=\"(max-width: 359px) 100vw, 359px\" \/>\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<div data-premium-element-link=\"{&quot;type&quot;:&quot;url&quot;,&quot;link&quot;:{&quot;url&quot;:&quot;http:\\\/\\\/bit.ly\\\/3TMpO41&quot;,&quot;is_external&quot;:&quot;on&quot;,&quot;nofollow&quot;:&quot;on&quot;,&quot;custom_attributes&quot;:&quot;&quot;},&quot;href&quot;:&quot;http:\\\/\\\/bit.ly\\\/3TMpO41&quot;}\" style=\"cursor: pointer\" class=\"elementor-element elementor-element-1891260 elementor-widget elementor-widget-image\" data-id=\"1891260\" 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\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"897\" src=\"https:\/\/datascientest.com\/en\/files\/2020\/08\/Bildungsgutschein.webp\" class=\"attachment-large size-large wp-image-167420\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2020\/08\/Bildungsgutschein.webp 768w, https:\/\/datascientest.com\/en\/files\/2020\/08\/Bildungsgutschein-257x300.webp 257w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\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\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-a5961cd elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"a5961cd\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-column 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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<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-3dff595 serpentin grandcarreau\" data-id=\"3dff595\" data-element_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-280dcd4 e-flex e-con-boxed e-con\" data-id=\"280dcd4\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a86e163 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-video\" data-id=\"a86e163\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=ugALxRuTh00&quot;,&quot;loop&quot;:&quot;yes&quot;,&quot;lazy_load&quot;:&quot;yes&quot;,&quot;video_type&quot;:&quot;youtube&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-video .elementor-widget-container{overflow:hidden;transform:translateZ(0)}.elementor-widget-video .elementor-wrapper{aspect-ratio:var(--video-aspect-ratio)}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{height:100%;width:100%;display:flex;border:none;background-color:#000}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-wrapper{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .elementor-open-inline .elementor-custom-embed-image-overlay{position:absolute;top:0;right:0;bottom:0;left:0;background-size:cover;background-position:50%}.elementor-widget-video .elementor-custom-embed-image-overlay{cursor:pointer;text-align:center}.elementor-widget-video .elementor-custom-embed-image-overlay:hover .elementor-custom-embed-play i{opacity:1}.elementor-widget-video .elementor-custom-embed-image-overlay img{display:block;width:100%;aspect-ratio:var(--video-aspect-ratio);-o-object-fit:cover;object-fit:cover;-o-object-position:center center;object-position:center center}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-custom-embed-image-overlay{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-custom-embed-image-overlay img{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .e-hosted-video .elementor-video{-o-object-fit:cover;object-fit:cover}.e-con-inner>.elementor-widget-video,.e-con>.elementor-widget-video{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\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-02ab5d0 elementor-widget elementor-widget-image\" data-id=\"02ab5d0\" 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\t\t\t\t\t\t\t\t<a href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjE4OTkzMSIsInRvZ2dsZSI6ZmFsc2V9\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1281\" height=\"720\" src=\"https:\/\/datascientest.com\/en\/files\/2024\/09\/Data-Science-video.png\" class=\"attachment-full size-full wp-image-190019\" alt=\"Data Science video\" srcset=\"https:\/\/datascientest.com\/en\/files\/2024\/09\/Data-Science-video.png 1281w, https:\/\/datascientest.com\/en\/files\/2024\/09\/Data-Science-video-300x169.png 300w, https:\/\/datascientest.com\/en\/files\/2024\/09\/Data-Science-video-1024x576.png 1024w, https:\/\/datascientest.com\/en\/files\/2024\/09\/Data-Science-video-768x432.png 768w\" sizes=\"(max-width: 1281px) 100vw, 1281px\" \/>\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\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\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-2a531bb e-flex e-con-boxed e-con\" data-id=\"2a531bb\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a6f235 elementor-widget elementor-widget-shortcode\" data-id=\"2a6f235\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"container\" data-elementor-id=\"196856\" class=\"elementor elementor-196856\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a4a2ccf e-flex e-con-boxed e-con\" data-id=\"a4a2ccf\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0453d79 elementor-widget elementor-widget-heading\" data-id=\"0453d79\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<p class=\"elementor-heading-title elementor-size-default\">They trust us<\/p>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ada8cc1 elementor-widget elementor-widget-html\" data-id=\"ada8cc1\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\r\n.image-bar-container {\r\n  display: flex;\r\n  padding: 0;\r\n  overflow: hidden;\r\n}\r\n\r\n.image-bar-container .image-track {\r\n  display: flex;\r\n  gap: 90px;\r\n}\r\n\r\n.image-bar-container img {\r\n  object-fit: contain;\r\n}\r\n\r\n\/* R\u00e9duction de la taille des logos uniquement sur desktop *\/\r\n@media (min-width: 769px) {\r\n  .image-bar-container img {\r\n    width: 120px; \/* Taille r\u00e9duite *\/\r\n    height: auto;\r\n  }\r\n}\r\n\r\n@media (max-width: 768px) {\r\n  .image-bar-container img {\r\n    width: 150px;\r\n    height: 100px;\r\n  }\r\n\r\n  .image-bar-container .image-track {\r\n    animation: scrollBar 15s linear infinite;\r\n  }\r\n\r\n  @keyframes scrollBar {\r\n    0% {\r\n      transform: translateX(0);\r\n    }\r\n    100% {\r\n      transform: translateX(-100%);\r\n    }\r\n  }\r\n}\r\n\r\n<\/style>\r\n\r\n<div class=\"image-bar-container\">\r\n\r\n  <div class=\"image-track\">\r\n    <img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/01\/Group-1409.svg\" alt=\"Cardif\">\r\n    <img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/01\/Group-1414.svg\" alt=\"caisse d'\u00e9pargne\">\r\n    <img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/01\/Group-1420.svg\" alt=\"club med\">\r\n    <img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/01\/Group-1429.svg\" alt=\"michelin\">\r\n    <img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/01\/Group-1431.svg\" alt=\"orange\">\r\n    <img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/01\/Group-1432.svg\" alt=\"safran\">\r\n\r\n    <img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/01\/Group-1409.svg\" alt=\"Cardif\">\r\n    <img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/01\/Group-1414.svg\" alt=\"caisse d'\u00e9pargne\">\r\n    <img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/01\/Group-1420.svg\" alt=\"club med\">\r\n    <img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/01\/Group-1429.svg\" alt=\"michelin\">\r\n    <img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/01\/Group-1431.svg\" alt=\"orange\">\r\n    <img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2025\/01\/Group-1432.svg\" alt=\"safran\">\r\n  <\/div>\r\n<\/div>\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\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<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d465640 relative elementor-hidden-mobile e-flex e-con-boxed e-con\" data-id=\"d465640\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:105,&quot;content_width&quot;:&quot;boxed&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_effects_offset&quot;:0}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d8c3bd6 sticky-blog e-n-menu-mobile e-full_width e-n-menu-layout-horizontal elementor-widget elementor-widget-n-menu\" data-id=\"d8c3bd6\" data-element_type=\"widget\" data-settings=\"{&quot;menu_items&quot;:[{&quot;item_title&quot;:&quot;Training content&quot;,&quot;_id&quot;:&quot;a833143&quot;,&quot;item_link&quot;:{&quot;url&quot;:&quot;#content&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;,&quot;custom_attributes&quot;:&quot;&quot;},&quot;item_dropdown_content&quot;:&quot;no&quot;,&quot;item_icon&quot;:{&quot;value&quot;:&quot;&quot;,&quot;library&quot;:&quot;&quot;},&quot;item_icon_active&quot;:null,&quot;element_id&quot;:&quot;&quot;},{&quot;item_title&quot;:&quot;The goals&quot;,&quot;item_link&quot;:{&quot;url&quot;:&quot;#goals&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;,&quot;custom_attributes&quot;:&quot;&quot;},&quot;_id&quot;:&quot;9bf6ec3&quot;,&quot;item_dropdown_content&quot;:&quot;no&quot;,&quot;item_icon&quot;:{&quot;value&quot;:&quot;&quot;,&quot;library&quot;:&quot;&quot;},&quot;item_icon_active&quot;:null,&quot;element_id&quot;:&quot;&quot;},{&quot;_id&quot;:&quot;6a068f2&quot;,&quot;item_title&quot;:&quot;Financing&quot;,&quot;item_link&quot;:{&quot;url&quot;:&quot;#money&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;,&quot;custom_attributes&quot;:&quot;&quot;},&quot;item_dropdown_content&quot;:&quot;no&quot;,&quot;item_icon&quot;:{&quot;value&quot;:&quot;&quot;,&quot;library&quot;:&quot;&quot;},&quot;item_icon_active&quot;:null,&quot;element_id&quot;:&quot;&quot;},{&quot;_id&quot;:&quot;809a448&quot;,&quot;item_title&quot;:&quot;FAQ&quot;,&quot;item_link&quot;:{&quot;url&quot;:&quot;#faq&quot;,&quot;is_external&quot;:&quot;&quot;,&quot;nofollow&quot;:&quot;&quot;,&quot;custom_attributes&quot;:&quot;&quot;},&quot;item_dropdown_content&quot;:&quot;no&quot;,&quot;item_icon&quot;:{&quot;value&quot;:&quot;&quot;,&quot;library&quot;:&quot;&quot;},&quot;item_icon_active&quot;:null,&quot;element_id&quot;:&quot;&quot;}],&quot;breakpoint_selector&quot;:&quot;mobile&quot;,&quot;content_width&quot;:&quot;full_width&quot;,&quot;item_layout&quot;:&quot;horizontal&quot;,&quot;open_on&quot;:&quot;hover&quot;,&quot;open_animation&quot;:&quot;none&quot;,&quot;menu_item_title_distance_from_content&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;menu_item_title_distance_from_content_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_item_title_distance_from_content_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"mega-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<link rel=\"stylesheet\" href=\"https:\/\/datascientest.com\/en\/files\/elementor\/css\/custom-pro-widget-mega-menu.min.css?ver=1721779070\">\t\t<nav class=\"e-n-menu\">\n\t\t\t\t\t<div class=\"e-n-menu-toggle\" role=\"button\" aria-label=\"Menu Toggle\">\n\t\t\t\t\t\t<span class=\"e-n-menu-toggle-icon e-open\">\n\t\t\t\t<svg class=\"e-font-icon-svg e-eicon-menu-bar\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M104 333H896C929 333 958 304 958 271S929 208 896 208H104C71 208 42 237 42 271S71 333 104 333ZM104 583H896C929 583 958 554 958 521S929 458 896 458H104C71 458 42 487 42 521S71 583 104 583ZM104 833H896C929 833 958 804 958 771S929 708 896 708H104C71 708 42 737 42 771S71 833 104 833Z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"e-n-menu-toggle-icon e-close\">\n\t\t\t\t<svg class=\"e-font-icon-svg e-eicon-close\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M742 167L500 408 258 167C246 154 233 150 217 150 196 150 179 158 167 167 154 179 150 196 150 212 150 229 154 242 171 254L408 500 167 742C138 771 138 800 167 829 196 858 225 858 254 829L496 587 738 829C750 842 767 846 783 846 800 846 817 842 829 829 842 817 846 804 846 783 846 767 842 750 829 737L588 500 833 258C863 229 863 200 833 171 804 137 775 137 742 167Z\"><\/path><\/svg>\t\t\t<\/span>\n\n\t\t\t<span class=\"elementor-screen-only\">Menu<\/span>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"e-n-menu-items-heading\">\n\t\t\t\t\t\t\t<div id=\"e-n-menu-item-title-2271\" class=\"e-n-menu-item-title e-normal e-anchor\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"e-n-tab-content-2271\" aria-expanded=\"false\" >\n\t\t\t\t<a class=\"e-n-menu-item-title-container e-link\" href=\"#content\" aria-current=\"page\">\t\t\t\t\t\t\t\t\t\t<span class=\"e-n-menu-item-title-text\" >\n\t\t\t\t\t\tTraining content\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t<div id=\"e-n-menu-item-title-2272\" class=\"e-n-menu-item-title e-normal e-anchor\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-2272\" aria-expanded=\"false\" >\n\t\t\t\t<a class=\"e-n-menu-item-title-container e-link\" href=\"#goals\" aria-current=\"page\">\t\t\t\t\t\t\t\t\t\t<span class=\"e-n-menu-item-title-text\" >\n\t\t\t\t\t\tThe goals\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t<div id=\"e-n-menu-item-title-2273\" class=\"e-n-menu-item-title e-normal e-anchor\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-2273\" aria-expanded=\"false\" >\n\t\t\t\t<a class=\"e-n-menu-item-title-container e-link\" href=\"#money\" aria-current=\"page\">\t\t\t\t\t\t\t\t\t\t<span class=\"e-n-menu-item-title-text\" >\n\t\t\t\t\t\tFinancing\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t<div id=\"e-n-menu-item-title-2274\" class=\"e-n-menu-item-title e-normal e-anchor\" aria-selected=\"false\" data-tab=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-2274\" aria-expanded=\"false\" >\n\t\t\t\t<a class=\"e-n-menu-item-title-container e-link\" href=\"#faq\" aria-current=\"page\">\t\t\t\t\t\t\t\t\t\t<span class=\"e-n-menu-item-title-text\" >\n\t\t\t\t\t\tFAQ\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t<div class=\"e-n-menu-items-content\" aria-orientation=\"vertical\">\n\t\t\t\t\t\t\t<div id=\"e-n-menu-item-title-2271\" class=\"e-n-menu-item-title e-collapse e-anchor\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"e-n-tab-content-2271\" aria-expanded=\"false\" >\n\t\t\t\t<a class=\"e-n-menu-item-title-container e-link\" href=\"#content\" aria-current=\"page\">\t\t\t\t\t\t\t\t\t\t<span class=\"e-n-menu-item-title-text\" >\n\t\t\t\t\t\tTraining content\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t<div id=\"e-n-menu-item-title-2272\" class=\"e-n-menu-item-title e-collapse e-anchor\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-2272\" aria-expanded=\"false\" >\n\t\t\t\t<a class=\"e-n-menu-item-title-container e-link\" href=\"#goals\" aria-current=\"page\">\t\t\t\t\t\t\t\t\t\t<span class=\"e-n-menu-item-title-text\" >\n\t\t\t\t\t\tThe goals\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t<div id=\"e-n-menu-item-title-2273\" class=\"e-n-menu-item-title e-collapse e-anchor\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-2273\" aria-expanded=\"false\" >\n\t\t\t\t<a class=\"e-n-menu-item-title-container e-link\" href=\"#money\" aria-current=\"page\">\t\t\t\t\t\t\t\t\t\t<span class=\"e-n-menu-item-title-text\" >\n\t\t\t\t\t\tFinancing\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t<div id=\"e-n-menu-item-title-2274\" class=\"e-n-menu-item-title e-collapse e-anchor\" aria-selected=\"false\" data-tab=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"e-n-tab-content-2274\" aria-expanded=\"false\" >\n\t\t\t\t<a class=\"e-n-menu-item-title-container e-link\" href=\"#faq\" aria-current=\"page\">\t\t\t\t\t\t\t\t\t\t<span class=\"e-n-menu-item-title-text\" >\n\t\t\t\t\t\tFAQ\t\t\t\t\t<\/span>\n\n\t\t\t\t\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/nav>\n\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-264f71e e-flex e-con-boxed e-con\" data-id=\"264f71e\" data-element_type=\"container\" id=\"content\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-739d005 elementor-widget elementor-widget-heading\" data-id=\"739d005\" 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-large\">Training content<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e17bf36 elementor-widget elementor-widget-html\" data-id=\"e17bf36\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"container d-flex\">\r\n    <div class=\"navbar\">\r\n        <div class=\"nav\">\r\n            <ul class=\"nav-list\">\r\n                <li>\r\n                    <a href=\"#module-1\">\r\n                        <span class=\"d-none\">Module <\/span>\r\n                        1\r\n                        <span class=\"progress-bar--circle\"><\/span>\r\n                    <\/a>\r\n                <\/li>\r\n                <li>\r\n                    <a href=\"#module-2\"><span class=\"d-none\">Module <\/span>\r\n                        2\r\n                        <span class=\"progress-bar--circle\"><\/span>\r\n                    <\/a>\r\n                <\/li>\r\n                <li>\r\n                    <a href=\"#module-3\"><span class=\"d-none\">Module <\/span>\r\n                        3\r\n                        <span class=\"progress-bar--circle\"><\/span>\r\n                    <\/a>\r\n                <\/li>\r\n                <li>\r\n                    <a href=\"#module-4\"><span class=\"d-none\">Module <\/span>\r\n                        4\r\n                        <span class=\"progress-bar--circle\"><\/span>\r\n                    <\/a>\r\n                <\/li>\r\n            <\/ul>\r\n            <div class=\"progress-bar\"><\/div>\r\n            <div class=\"progress-bar--increment\"><\/div>\r\n        <\/div>\r\n    <\/div>\r\n\r\n    <div class=\"main mh-350\">\r\n        <div class=\"scrollable-section\" id=\"module-1\">\r\n            <div class=\"d-flex my-0\">\r\n                <div class=\"mt-5px\">\r\n                    <img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/09\/Systemes-Linux-et-Agilite.svg\" alt=\"Python\" \/>\u00a0\r\n                <\/div>\r\n                <h3 class=\"title-programme\">Advanced programming (40h)<\/h3>\r\n            <\/div>\r\n            <ul class=\"liste-check\">\r\n                <li>Webscraping<\/li>\r\n                <li>Linux & Bash<\/li>\r\n                <li>Git\/Github<\/li>\r\n                <li>Unit-Tests<\/li>\r\n            <\/ul>\r\n        <\/div>\r\n        <div class=\"scrollable-section\" id=\"module-2\">\r\n            <div class=\"d-flex\">\r\n                <div class=\"mt-5px\">\r\n                    <img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/Cloud-DevOps.svg\" alt=\"illu-1\" \/>\u00a0\r\n                <\/div>\r\n                <h3 class=\"title-programme\">DataOps - Isolation (60)<\/h3>\r\n            <\/div>\r\n            <ul class=\"liste-check\">\r\n                <li>FastAPI<\/li>\r\n                <li>API Security<\/li>\r\n                <li>Docker<\/li>\r\n                <li>Flask & Bootstraps<\/li>\r\n            <\/ul>\r\n        <\/div>\r\n        <div class=\"scrollable-section\" id=\"module-3\">\r\n            <div class=\"d-flex\">\r\n                <div class=\"mt-5px\">\r\n                    <img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DataOps.svg\" alt=\"illu-2\" \/>\u00a0\r\n                <\/div>\r\n                <h3 class=\"title-programme\">DataOps - Orchestrierung (60)<\/h3>\r\n            <\/div>\r\n            <ul class=\"liste-check\">\r\n                <li>Kubernetes<\/li>\r\n                <li>Airflow<\/li>\r\n            <\/ul>\r\n        <\/div>\r\n        <div class=\"scrollable-section\" id=\"module-4\">\r\n            <div class=\"d-flex\">\r\n                <div class=\"mt-5px\">\r\n                    <img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/10\/DataOps-Orchestration.svg\" alt=\"illu-3\" \/>\u00a0\r\n                <\/div>\r\n                <h3 class=\"title-programme\">ModelOps (40h)<\/h3>\r\n            <\/div>\r\n            <ul class=\"liste-check\">\r\n                <li>MLflow<\/li>\r\n                <li>Data Acculturation<\/li>\r\n            <\/ul>\r\n        <\/div>\r\n        <div class=\"h-50\"><\/div>\r\n    <\/div>\r\n<\/div>\r\n<script src=\"https:\/\/code.jquery.com\/jquery-3.6.0.min.js\"><\/script>\r\n<script>\r\n    $(document).ready(function () {\r\n        var links = $(\".navbar ul li a\");\r\n        var circles = $(\".progress-bar--circle\");\r\n        var progressBarIncrement = $(\".progress-bar--increment\");\r\n        var activeModuleIndex = -1;\r\n        var scrolling = false;\r\n        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elementor-element-cbcb3ed e-flex e-con-boxed e-con\" data-id=\"cbcb3ed\" data-element_type=\"container\" id=\"goals\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3e20c16 elementor-widget elementor-widget-heading\" data-id=\"3e20c16\" 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\">The <span class=\"titreitalic surlignement\"> goals<\/span> of the MLOps training course<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-604a2b2 elementor-widget elementor-widget-text-editor\" data-id=\"604a2b2\" 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<p>The goal of an MLOps team is to <strong>automate the use<\/strong> of Machine Learning models in the company&#8217;s software system. In other words, it is about <strong>automating the complete steps of the &#8220;ML&#8221; workflow<\/strong> without any manual intervention.<\/p>\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<div class=\"elementor-element elementor-element-2db60af e-flex e-con-boxed e-con\" data-id=\"2db60af\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d5241b9 e-flex e-con-boxed e-con\" data-id=\"d5241b9\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-384abd8 elementor-widget elementor-widget-image\" data-id=\"384abd8\" 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\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/06\/Target.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\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<div class=\"elementor-element elementor-element-a4d4209 elementor-widget elementor-widget-heading\" data-id=\"a4d4209\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Advanced programming<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-491b4d1 elementor-widget elementor-widget-text-editor\" data-id=\"491b4d1\" 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<p>Acquire the essential tools of advanced programming.<\/p>\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<div class=\"elementor-element elementor-element-f6e201e e-flex e-con-boxed e-con\" data-id=\"f6e201e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6386d3b elementor-widget elementor-widget-image\" data-id=\"6386d3b\" 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\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/06\/Deep-Learning.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\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<div class=\"elementor-element elementor-element-f411bac elementor-widget elementor-widget-heading\" data-id=\"f411bac\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Master APIs<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b28f544 elementor-widget elementor-widget-text-editor\" data-id=\"b28f544\" 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<p>Be able to build, deploy and secure an API.<\/p>\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<div class=\"elementor-element elementor-element-ede4895 e-flex e-con-boxed e-con\" data-id=\"ede4895\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f60af55 elementor-widget elementor-widget-image\" data-id=\"f60af55\" 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\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/06\/Computer.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\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<div class=\"elementor-element elementor-element-c6a91fb elementor-widget elementor-widget-heading\" data-id=\"c6a91fb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Orchestrate and automate<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56bcdac elementor-widget elementor-widget-text-editor\" data-id=\"56bcdac\" 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\tLearn how to manage, orchestrate and automate the necessary tasks within applications.\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<div class=\"elementor-element elementor-element-ab0aca7 e-flex e-con-boxed e-con\" data-id=\"ab0aca7\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ac650aa elementor-widget elementor-widget-image\" data-id=\"ac650aa\" 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\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/06\/Briefcase.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\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<div class=\"elementor-element elementor-element-de2bd3b elementor-widget elementor-widget-heading\" data-id=\"de2bd3b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Manage and monitor<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ad26e1 elementor-widget elementor-widget-text-editor\" data-id=\"7ad26e1\" 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<p>Ensure, monitor, operationalize and manage AI models used in production.<\/p>\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-cd17c2b e-flex e-con-boxed e-con\" data-id=\"cd17c2b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-11ef526 elementor-align-left button-principal elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"11ef526\" 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 class=\"elementor-button elementor-button-link elementor-size-md\" href=\"\/en\/appointment\">\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\">Book an appointment<\/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<div class=\"elementor-element elementor-element-adf318e elementor-align-left button-principal-jaune elementor-widget elementor-widget-button\" data-id=\"adf318e\" 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 class=\"elementor-button elementor-button-link elementor-size-md\" href=\"#syllabus\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\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=\"eci  fontello-e95c4f2a-dowl\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Download program<\/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<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fcaaa6e e-flex e-con-boxed e-con\" data-id=\"fcaaa6e\" data-element_type=\"container\" id=\"money\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-513321e elementor-widget elementor-widget-heading\" data-id=\"513321e\" 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\">Find the right <span class=\"titreitalic surlignement\"> financing option<\/span><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-55c3f3f elementor-widget elementor-widget-heading\" data-id=\"55c3f3f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Cost of the MLOps training: <span class=\"bleuelectric\">\n  <span style=\"text-decoration: \n  &lt;strong style=\" margin-left:=\"\" 10px;\"=\"\">3,990 \u20ac<\/span><\/span><\/span>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-32391c6 e-con-full e-flex e-con\" data-id=\"32391c6\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-1755cae e-con-full e-flex e-con\" data-id=\"1755cae\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3668682 elementor-widget elementor-widget-heading\" data-id=\"3668682\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Financing - Overview<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41aa90c elementor-widget elementor-widget-text-editor\" data-id=\"41aa90c\" 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<p>We&#8217;re happy to help you find the best financing option for your personal situation.<br data-start=\"150\" data-end=\"153\" \/>Explore what options are available for self-funding, discover special solutions for freelancers, and learn how to make the most of potential tax refunds.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-73649a0 elementor-widget elementor-widget-text-editor\" data-id=\"73649a0\" 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<p><a href=\"https:\/\/datascientest.com\/en\/financing\" target=\"_blank\" rel=\"noopener\"><strong><span style=\"text-decoration: underline; color: #333399;\">Learn more<\/span><span style=\"color: #333399;\">\u00a0\u2192<\/span><\/strong><\/a><\/p>\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 class=\"elementor-element elementor-element-f8ef979 elementor-widget elementor-widget-spacer\" data-id=\"f8ef979\" 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<div class=\"elementor-element elementor-element-8fc23e0 e-con-full e-flex e-con\" data-id=\"8fc23e0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9aa6add elementor-widget elementor-widget-heading\" data-id=\"9aa6add\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Bildungsgutschein (education voucher)<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-492814b elementor-widget elementor-widget-text-editor\" data-id=\"492814b\" 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<p>Are you currently unemployed, seeking work, or at risk of unemployment?<br data-start=\"708\" data-end=\"711\" \/>If so, you may have a good chance of receiving the\u00a0<span data-start=\"762\" data-end=\"783\">Bildungsgutschein<\/span>.<br data-start=\"784\" data-end=\"787\" \/>This would cover the full cost of your training at DataScientest.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1075cd8 elementor-widget elementor-widget-text-editor\" data-id=\"1075cd8\" 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<p><a href=\"https:\/\/datascientest.com\/en\/bildungsgutschein\" target=\"_blank\" rel=\"noopener\"><strong><span style=\"text-decoration: underline; color: #333399;\">Learn more<\/span><span style=\"color: #333399;\">\u00a0\u2192<\/span><\/strong><\/a><\/p>\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 class=\"elementor-element elementor-element-9da4398 elementor-widget elementor-widget-spacer\" data-id=\"9da4398\" 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<div class=\"elementor-element elementor-element-d5bdd4b e-con-full e-flex e-con\" data-id=\"d5bdd4b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a1db19d elementor-widget elementor-widget-heading\" data-id=\"a1db19d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Employer-funded training<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e507cf elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-text-editor\" data-id=\"0e507cf\" 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<p>If you are employed, check with your employer whether they can cover the cost of your training. Under certain conditions, your company can also support you through the&nbsp;Qualification Opportunities Act.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-83081e5 elementor-hidden-desktop elementor-widget elementor-widget-text-editor\" data-id=\"83081e5\" 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<p>If you are employed, check with your employer whether they can cover the cost of your training. Under certain conditions, your company can also support you through the\u00a0Qualification Opportunities Act.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d51188b elementor-widget elementor-widget-text-editor\" data-id=\"d51188b\" 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<p><strong><span style=\"color: #333399;\"><a style=\"color: #333399;\" href=\"https:\/\/datascientest.com\/en\/employee-funding\" target=\"_blank\" rel=\"noopener\"><span style=\"text-decoration: underline;\">Learn more<\/span>\u00a0\u2192<\/a><\/span><\/strong><\/p>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7ed395a e-flex e-con-boxed e-con\" data-id=\"7ed395a\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-66ca3a7 e-flex e-con-boxed e-con\" data-id=\"66ca3a7\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-04acec3 elementor-widget elementor-widget-video\" data-id=\"04acec3\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=btyTwkQ6aHI&quot;,&quot;loop&quot;:&quot;yes&quot;,&quot;lazy_load&quot;:&quot;yes&quot;,&quot;video_type&quot;:&quot;youtube&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\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-d8012b7 e-flex e-con-boxed e-con\" data-id=\"d8012b7\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-afe444e elementor-widget elementor-widget-heading\" data-id=\"afe444e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">What our alumni say about our DataScientest training courses!<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9991efd elementor-widget elementor-widget-text-editor\" data-id=\"9991efd\" 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<p>Patricia Jan, Data Scientist and alumni of DataScientest, tells you today in a video about her experience of further training and how data plays a role in her everyday life!<\/p><p>\ud83c\udf89 Would you also like to get started with one of our courses? New courses start every month and good news: We&#8217;ve just launched the DevOps course to extend our Data Science trainings!<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e02d23 elementor-widget elementor-widget-menu-anchor\" data-id=\"2e02d23\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\nbody.elementor-page .elementor-widget-menu-anchor{margin-bottom:0}<\/style>\t\t<div id=\"temoignages\" class=\"elementor-menu-anchor\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac806ea elementor-align-left button-principal-jaune elementor-widget elementor-widget-button\" data-id=\"ac806ea\" 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 class=\"elementor-button elementor-button-link elementor-size-md\" href=\"#syllabus\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\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=\"eci  fontello-e95c4f2a-dowl\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Download program<\/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<\/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-997cc53 e-flex e-con-boxed e-con\" data-id=\"997cc53\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9989f02 e-flex e-con-boxed e-con\" data-id=\"9989f02\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1a769e3 elementor-widget-mobile__width-initial elementor-widget__width-auto elementor-widget-tablet__width-auto elementor-widget elementor-widget-image\" data-id=\"1a769e3\" 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\t\t\t\t\t\t\t<img decoding=\"async\" width=\"708\" height=\"168\" src=\"https:\/\/datascientest.com\/en\/files\/2022\/02\/switchup-1.png\" class=\"attachment-full size-full wp-image-140912\" alt=\"\" srcset=\"https:\/\/datascientest.com\/en\/files\/2022\/02\/switchup-1.png 708w, https:\/\/datascientest.com\/en\/files\/2022\/02\/switchup-1-300x71.png 300w\" sizes=\"(max-width: 708px) 100vw, 708px\" \/>\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\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a3c77a4 elementor-testimonial--align-left elementor-testimonial--skin-default elementor-testimonial--layout-image_inline elementor-arrows-yes elementor-widget elementor-widget-testimonial-carousel\" data-id=\"a3c77a4\" data-element_type=\"widget\" data-settings=\"{&quot;slides_per_view&quot;:&quot;2&quot;,&quot;slides_per_view_tablet&quot;:&quot;2&quot;,&quot;slides_per_view_mobile&quot;:&quot;1&quot;,&quot;slides_to_scroll&quot;:&quot;1&quot;,&quot;space_between&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:40,&quot;sizes&quot;:[]},&quot;show_arrows&quot;:&quot;yes&quot;,&quot;speed&quot;:500,&quot;loop&quot;:&quot;yes&quot;,&quot;space_between_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;space_between_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]}}\" data-widget_type=\"testimonial-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<link rel=\"stylesheet\" href=\"https:\/\/datascientest.com\/en\/wp-content\/plugins\/elementor-pro\/assets\/css\/widget-carousel.min.css\">\t\t<div class=\"elementor-swiper\">\n\t\t\t<div class=\"elementor-main-swiper swiper-container\">\n\t\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial__content\">\n\t\t\t\t\t<div class=\"elementor-testimonial__text\">\n\t\t\t\t\t\t \u201cI found the training very interesting. The content is very rich and accessible. The 75% autonomy format is particularly beneficial. By being mentored and \"pushed\" to pass certifications to reach specific milestones, it maintains a pace.\"\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-testimonial__footer\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial__image\">\n\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/en\/files\/2022\/11\/adrien.webp\" alt=\"Adrien M.\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<cite class=\"elementor-testimonial__cite\"><span class=\"elementor-testimonial__name\">Adrien M.<\/span><span class=\"elementor-testimonial__title\">Data Scientist @Siderlog Conseil<\/span><\/cite>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial__content\">\n\t\t\t\t\t<div class=\"elementor-testimonial__text\">\n\t\t\t\t\t\t\"The curriculum is very educational and covers all the notions necessary for the position of a data scientist: from learning python to data acquisition, notably via web\nscrapping to the most advanced skills in machine learning, deep learning, and reinforcement learning.\"\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-testimonial__footer\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial__image\">\n\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/06\/1628607215698-1.jpg\" alt=\"Cyrille C.\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<cite class=\"elementor-testimonial__cite\"><span class=\"elementor-testimonial__name\">Cyrille C.<\/span><span class=\"elementor-testimonial__title\">Data Engineer @GoWizYou<\/span><\/cite>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial__content\">\n\t\t\t\t\t<div class=\"elementor-testimonial__text\">\n\t\t\t\t\t\t\u201cThe courses available on the platform are very pedagogical, and you gradually gain competences on complex concepts. We have access to many resources to help us, a forum, a live chat and the possibility to make regular video calls with the supervisors\u201d.\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-testimonial__footer\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial__image\">\n\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/06\/1618241972244.jpg\" alt=\"Emeline S.\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<cite class=\"elementor-testimonial__cite\"><span class=\"elementor-testimonial__name\">Emeline S.<\/span><span class=\"elementor-testimonial__title\">Data Scientist @Green-Got<\/span><\/cite>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial__content\">\n\t\t\t\t\t<div class=\"elementor-testimonial__text\">\n\t\t\t\t\t\t\"I took the part-time course at DataScientest. The training was complete, perfectly surveyed, and completely professionalizing.  I can only recommend the institute's training courses and I intend to follow others!\"\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-testimonial__footer\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial__image\">\n\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/06\/1655113023907.jpg\" alt=\"Victor L.\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<cite class=\"elementor-testimonial__cite\"><span class=\"elementor-testimonial__name\">Victor L.<\/span><span class=\"elementor-testimonial__title\">Data Scientist @Veltys<\/span><\/cite>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-chevron-left\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M646 125C629 125 613 133 604 142L308 442C296 454 292 471 292 487 292 504 296 521 308 533L604 854C617 867 629 875 646 875 663 875 679 871 692 858 704 846 713 829 713 812 713 796 708 779 692 767L438 487 692 225C700 217 708 204 708 187 708 171 704 154 692 142 675 129 663 125 646 125Z\"><\/path><\/svg>\t\t\t\t\t\t\t<span class=\"elementor-screen-only\">Previous<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-chevron-right\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M696 533C708 521 713 504 713 487 713 471 708 454 696 446L400 146C388 133 375 125 354 125 338 125 325 129 313 142 300 154 292 171 292 187 292 204 296 221 308 233L563 492 304 771C292 783 288 800 288 817 288 833 296 850 308 863 321 871 338 875 354 875 371 875 388 867 400 854L696 533Z\"><\/path><\/svg>\t\t\t\t\t\t\t<span class=\"elementor-screen-only\">Next<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\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<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a8b46d3 e-flex e-con-boxed e-con\" data-id=\"a8b46d3\" data-element_type=\"container\" id=\"faq\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-1930647 e-con-full e-flex e-con\" data-id=\"1930647\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-32d9070 elementor-widget elementor-widget-heading\" data-id=\"32d9070\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Do you have any questions? <span class=\"titreitalic\">We have the answers!<\/span><\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-582a36e elementor-hidden-mobile elementor-widget elementor-widget-eael-adv-tabs\" data-id=\"582a36e\" data-element_type=\"widget\" data-widget_type=\"eael-adv-tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t        <div data-scroll-on-click=\"no\" data-scroll-speed=\"300\" id=\"eael-advance-tabs-582a36e\" class=\"eael-advance-tabs eael-tabs-vertical eael-tab-auto-active  active-caret-on\" data-tabid=\"582a36e\">\n            <div class=\"eael-tabs-nav\">\n                <ul class=\"eael-tab-inline-icon\" role=\"tablist\">\n                                            <li id=\"the-job\" class=\"inactive eael-tab-item-trigger\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"the-job-tab\" aria-expanded=\"false\">\n                            \n                                                                <i class=\"eci  fontello-2708e10d-flechequestion\"><\/i>                                                            \n                                                            <span class=\"eael-tab-title  title-after-icon\">The job<\/span>                            \n                                                    <\/li>\n                                            <li id=\"key-information\" class=\"inactive eael-tab-item-trigger\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"key-information-tab\" aria-expanded=\"false\">\n                            \n                                                                <i class=\"eci  fontello-2708e10d-flechequestion\"><\/i>                                                            \n                                                            <span class=\"eael-tab-title  title-after-icon\">Key information<\/span>                            \n                                                    <\/li>\n                                            <li id=\"the-training\" class=\"inactive eael-tab-item-trigger\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"the-training-tab\" aria-expanded=\"false\">\n                            \n                                                                <i class=\"eci  fontello-2708e10d-flechequestion\"><\/i>                                                            \n                                                            <span class=\"eael-tab-title  title-after-icon\">The training<\/span>                            \n                                                    <\/li>\n                                            <li id=\"the-career\" class=\"inactive eael-tab-item-trigger\" aria-selected=\"false\" data-tab=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"the-career-tab\" aria-expanded=\"false\">\n                            \n                                                                <i class=\"eci  fontello-2708e10d-flechequestion\"><\/i>                                                            \n                                                            <span class=\"eael-tab-title  title-after-icon\">The career<\/span>                            \n                                                    <\/li>\n                                            <li id=\"our-services\" class=\"inactive eael-tab-item-trigger\" aria-selected=\"false\" data-tab=\"5\" role=\"tab\" tabindex=\"-1\" aria-controls=\"our-services-tab\" aria-expanded=\"false\">\n                            \n                                                                <i class=\"eci  fontello-2708e10d-flechequestion\"><\/i>                                                            \n                                                            <span class=\"eael-tab-title  title-after-icon\">Our services<\/span>                            \n                                                    <\/li>\n                                    <\/ul>\n            <\/div>\n            \n            <div class=\"eael-tabs-content\">\n\t\t        \n                    <div id=\"the-job-tab\" class=\"clearfix eael-tab-content-item inactive\" data-title-link=\"the-job-tab\">\n\t\t\t\t                                    \t\t<div data-elementor-type=\"archive\" data-elementor-id=\"167314\" class=\"elementor elementor-167314\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4181c96 e-flex e-con-boxed e-con\" data-id=\"4181c96\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-469a20e e-con-full e-flex e-con\" data-id=\"469a20e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8f16d31 elementor-widget elementor-widget-accordion\" data-id=\"8f16d31\" data-element_type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>.elementor-accordion{text-align:left}.elementor-accordion .elementor-accordion-item{border:1px solid #d5d8dc}.elementor-accordion .elementor-accordion-item+.elementor-accordion-item{border-top:none}.elementor-accordion .elementor-tab-title{margin:0;padding:15px 20px;font-weight:700;line-height:1;cursor:pointer;outline:none}.elementor-accordion .elementor-tab-title .elementor-accordion-icon{display:inline-block;width:1.5em}.elementor-accordion .elementor-tab-title .elementor-accordion-icon svg{width:1em;height:1em}.elementor-accordion .elementor-tab-title .elementor-accordion-icon.elementor-accordion-icon-right{float:right;text-align:right}.elementor-accordion .elementor-tab-title .elementor-accordion-icon.elementor-accordion-icon-left{float:left;text-align:left}.elementor-accordion .elementor-tab-title .elementor-accordion-icon .elementor-accordion-icon-closed{display:block}.elementor-accordion .elementor-tab-title .elementor-accordion-icon .elementor-accordion-icon-opened,.elementor-accordion .elementor-tab-title.elementor-active .elementor-accordion-icon-closed{display:none}.elementor-accordion .elementor-tab-title.elementor-active .elementor-accordion-icon-opened{display:block}.elementor-accordion .elementor-tab-content{display:none;padding:15px 20px;border-top:1px solid #d5d8dc}@media (max-width:767px){.elementor-accordion .elementor-tab-title{padding:12px 15px}.elementor-accordion .elementor-tab-title .elementor-accordion-icon{width:1.2em}.elementor-accordion .elementor-tab-content{padding:7px 15px}}.e-con-inner>.elementor-widget-accordion,.e-con>.elementor-widget-accordion{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1501\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1501\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">Titre d\u2019accord\u00e9on<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1501\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1501\">Accordion Content<\/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-1502\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1502\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What is MLOps?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1502\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1502\"><p>Until a few years ago, to leverage data, companies hired only Data Scientists and Machine Learning Engineers. These professionals could build predictive models, allowing companies to leverage locally and make (some) important decisions.<br \/>However, Machine Learning projects failed when they were supposed to go into production. Companies missed opportunities and customers were dissatisfied.<\/p><p>Data Scientists focus exclusively on building Machine Learning Models. Once in the hands of the end user, there is no system in place to ensure that these models will work properly in the real world and in an environment different from the one in which they were trained.<br \/>However, the real world is unpredictable and constantly changing. Therefore, the performance of a Machine Learning model can change drastically from one day to the next.<\/p><p>For example, the slightest change in the training database can affect the accuracy of the model. This phenomenon is called \u201c<strong>data drift<\/strong>\u201d\u00a0and must be detected quickly to update the model before it becomes biased.<br \/>Similarly, seasonality causes regular and predictable changes to the data at specific time intervals. Machine Learning Models need to be regularly updated with these seasonal changes.<\/p><p>In addition, many Machine Learning models are not suitable for production use because they cannot handle the large volumes of data entering the system in real time.<\/p><p>These phenomena, related to a lack of procedures for using machine learning models, can have an extremely negative impact on the performance of algorithms in production. To address this problem, the profession of MLOps (Machine Learning Operations) was created.<\/p><p>An MLOps has both Machine Learning and operations skills. His job is to <strong>support the workflow that follows the construction of the Machine Learning Model<\/strong>.<\/p><\/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-1503\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1503\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What are the tasks of an MLOps Engineer?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1503\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-1503\"><p>The MLOps job involves the <strong>deployment<\/strong> and <strong>ongoing maintenance<\/strong> of Machine Learning models. This job is at the crossroads of Machine Learning, Data Engineering and DevOps.<\/p><p>One of his tasks is to <strong>refactor<\/strong> the Data Scientists&#8217; code to make it ready for production. He\/she must ensure that the code changes made by the Data Scientists are delivered to production in a stable and timely manner. He\/she has a deep knowledge of machine learning algorithms. He is also an expert in DevOps: the software development methodology based on collaboration between development and operations teams and on workflow automation.<\/p><p>The MLOps engineer role is very similar to the DevOps Engineer role but the main difference is the use of Machine Learning Models. They also master automation through CI\/CD (continuous integration and continuous deployment\/delivery) pipelines.<\/p><p>The data science teams build the Machine Learning Model, but the MLOps handles the code changes for deployment. It integrates the Machine Learning Model with the company&#8217;s existing data infrastructure and optimizes it to handle Big Data in a production environment.<\/p><\/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<\/div>\n\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\t                            <\/div>\n\t\t        \n                    <div id=\"key-information-tab\" class=\"clearfix eael-tab-content-item inactive\" data-title-link=\"key-information-tab\">\n\t\t\t\t                                    \t\t<div data-elementor-type=\"archive\" data-elementor-id=\"167316\" class=\"elementor elementor-167316\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-475961f1 e-flex e-con-boxed e-con\" data-id=\"475961f1\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-25cd9ed9 e-con-full e-flex e-con\" data-id=\"25cd9ed9\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2360e2b elementor-widget elementor-widget-accordion\" data-id=\"2360e2b\" 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\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-3701\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-3701\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">Titre d\u2019accord\u00e9on<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-3701\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-3701\">Accordion Content<\/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-3702\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-3702\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">How does the registration process work?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-3702\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-3702\"><p>After your registration on our website, we will contact you and give you a presentation of DataScientest. We will discuss your background and your wishes and give you an overview of what we offer. The idea is to <strong>align your expectations with our training courses<\/strong>.<\/p><p>Afterwards, we will redirect you to our <strong>placement test<\/strong>. It will allow us to know your background and your mathematical \/ data science level.<\/p><p>Once you have passed this test, a member of the admissions team will contact you to discuss your results and validate your professional project, your motivations and finally the relevance of your <strong>educational project<\/strong>.<\/p><p>Once your project is confirmed, you will go through the <strong>registration phase<\/strong> with our teams who will initiate your MLOps training and set it up with you in all its aspects.<br \/>Of course you can always book a meeting with one of our counselors now, <a href=\"\/en\/appointment\">click here!<\/a><\/p><\/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-3703\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-3703\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What is the training format? Can the training be taken entirely remotely?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-3703\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-3703\"><p>DataScientest is the only company offering hybrid training.<\/p><p>This translates into 85% learning on the coached platform and 15% masterclass session by videoconference in order to combine flexibility and rigor without compromising on one or the other. It is a carefully considered choice that motivates our pedagogy to allow quality learning while maintaining your motivation.<\/p><p>Discover our pedagogical approach in this <a href=\"https:\/\/www.youtube.com\/watch?v=9UIHp6DCjbU\"><span style=\"color: #1155cc;\"><span style=\"font-family: Rubik;\"><span style=\"font-size: medium;\"><u>video<\/u><\/span><\/span><\/span><\/a>.<\/p><\/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-3704\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-3704\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">Is there human and personalized support throughout the training?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-3704\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-3704\"><p>Obviously ! And who better to provide support than our teachers, who also designed the program. They are available and attentive to all questions, whether theoretical or practical and will be able to demonstrate pedagogy in their response.<\/p><p>In addition, to ensure everyone\u2019s completion and commitment, our teachers follow your progress closely. As soon as you stop logging in for an extended period, your cohort manager will hear from you: <strong>we won\u2019t let you down!<\/strong><\/p><p>Finally, our papers, exams and defenses are also corrected by hand by our panel of qualified teachers: everything is done so that everyone can progress effectively at their own pace. <strong>At DataScientest we are convinced that only personalized monitoring ensures quality learning!<\/strong><\/p><\/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<\/div>\n\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\t                            <\/div>\n\t\t        \n                    <div id=\"the-training-tab\" class=\"clearfix eael-tab-content-item inactive\" data-title-link=\"the-training-tab\">\n\t\t\t\t                                    \t\t<div data-elementor-type=\"archive\" data-elementor-id=\"167319\" class=\"elementor elementor-167319\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fc4a2ce e-flex e-con-boxed e-con\" data-id=\"fc4a2ce\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3ba4129 e-con-full e-flex e-con\" data-id=\"3ba4129\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d5d5720 elementor-widget elementor-widget-accordion\" data-id=\"d5d5720\" 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\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2241\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-2241\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">Titre d\u2019accord\u00e9on<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2241\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-2241\">Accordion Content<\/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-2242\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-2242\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What are the course prerequisites?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2242\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-2242\"><p>In order to integrate the MLOps training, the minimum requirement is intensive experience as a Data Scientist.<\/p><p>Moreover, programming is essential to the production of any Machine Learning project.<\/p><p>A placement test in the form of MCQs will allow us to <strong>assess your level before you enter the course<\/strong>.<\/p><p>Since the terminology, documentation and online resources are mainly in English, we recommend that you are comfortable with the English language.<\/p><\/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-2243\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-2243\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">How is the curriculum structured?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2243\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-2243\"><p>The curriculum is structured in several modules, which are divided into different learning units. This way, you can acquire the skills that are relevant to the Machine Learning Engineer profession.<\/p><p>Thanks to our studies and surveys with our DataBoss communities, graduates, etc., our Data Science experts have been able to build a curriculum that exactly matches the skills recruiters are looking for.<\/p><p>Throughout the course, you will master the following tools : Python, Git and Github, Flask, FastAPI, Docker, Kubernetes, Airflow &#8230;<\/p><p>With a total of 150 hours, 85% of your training will take place on a personalized coaching platform, while the remaining 15% will be in the form of masterclasses, where an experienced teacher will guide the course and answer all your questions.<\/p><p>Beyond the platform and the masterclasses, you will work on a <strong>project<\/strong> that will <strong>confirm the acquired skills and allow you to be directly operational<\/strong>.<\/p><p>The MLOps course is only available in the &#8220;part-time&#8221; format, which requires a commitment of approximately 8 to 10 hours per week for 4 months.<\/p><p align=\"left\"><a href=\"https:\/\/datascientest.com\/en\/appointment\"><span style=\"color: #1155cc;\"><span style=\"font-family: Rubik;\"><span style=\"font-size: medium;\"><u>Book an appointment now to get more information!<\/u><\/span><\/span><\/span><\/a><\/p><\/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-2244\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-2244\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What skills will you have acquired at the end of the Machine Learning Operations?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2244\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-2244\"><p>At the end of your training you will:<\/p><ul><li>Have learned and acquired the fundamental tools of <strong>advanced programming<\/strong><\/li><li>Be able to <strong>build<\/strong>, <strong>deploy<\/strong> and <strong>secure<\/strong> an API<\/li><li>Be able to <strong>manage<\/strong>, <strong>orchestrate<\/strong> and <strong>automate tasks<\/strong> within applications<\/li><li>Be able to <strong>secure<\/strong>, <strong>monitor<\/strong>, <strong>operationalize<\/strong> and <strong>manage AI models<\/strong> used in production.<\/li><\/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-2245\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-2245\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What is the red thread project of the training?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2245\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-2245\"><p>Throughout your training, and as your skills are developed, <strong>you will carry out a data science project<\/strong>.<\/p><p>This project may come from our catalog, composed of various subjects, with technical business issues and using rich and complex data. You can also propose a personal project, as long as the data is accessible and our teaching team validates it.<\/p><p>It is an extremely effective way <strong>to move from theory to practice<\/strong> and to ensure that you apply the themes covered in class.<\/p><p>It is also a project <strong>highly appreciated by companies<\/strong> because it ensures the quality of the training and the knowledge acquired at the end of the Data Scientist training since the use of soft-skills is also very present.<\/p><ul><li>Ability to transmit information<\/li><li>Know how to present and popularize your work<\/li><li>Know how to highlight data with interactive tools (Dashboard, Streamlit, etc.)<\/li><\/ul><p>It is a project that will require a real investment: at least a third of your time spent on training will be on this project.<\/p><p>The project is supervised by a DataScientest mentor who will regularly discuss with you to ensure your progress and to guide you.<\/p><\/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-2246\" class=\"elementor-tab-title\" data-tab=\"6\" role=\"button\" aria-controls=\"elementor-tab-content-2246\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What is the recognition of the diploma?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2246\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"region\" aria-labelledby=\"elementor-tab-title-2246\"><p>Thanks to the validation of the competences developed during our Data MLOps training, you can obtain the nationally recognized certification <strong>\u201cArtificial Intelligence Project Manager\u201d<\/strong>, opening many doors in the job market.<\/p><p>As the B2B leader in Data Science training, DataScientest is highly regarded by companies that entrust it with the training of their teams in Data Science.<\/p><\/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<\/div>\n\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\t                            <\/div>\n\t\t        \n                    <div id=\"the-career-tab\" class=\"clearfix eael-tab-content-item inactive\" data-title-link=\"the-career-tab\">\n\t\t\t\t                                    \t\t<div data-elementor-type=\"archive\" data-elementor-id=\"167322\" class=\"elementor elementor-167322\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c1a7707 e-flex e-con-boxed e-con\" data-id=\"c1a7707\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6cd4309e e-con-full e-flex e-con\" data-id=\"6cd4309e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a9c9eca elementor-widget elementor-widget-accordion\" data-id=\"2a9c9eca\" 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\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-7141\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-7141\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">Titre d\u2019accord\u00e9on<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-7141\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-7141\">Accordion Content<\/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-7142\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-7142\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What are the remunerations that you can claim at the end? And in the medium\/long term?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-7142\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-7142\"><p>As for the Data Scientist, Data Analyst or Data Engineer, the salary that a Machine Learning Engineer can expect <strong>varies according to his experience<\/strong>, the company that hires him and the city where he works.<\/p><p>On average, a <strong>junior MLOps Engineer<\/strong> can earn between 35 000\u20ac and 40 000\u20ac \/ year. The salary of an <strong>expert<\/strong> can go up to 60 000\u20ac \/ year. The average salary in France is 40 000\u20ac per year, while it can be over 100,000 \u20ac in the United States!<\/p><\/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-7143\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-7143\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What is the professional integration of learners of the MLOps course?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-7143\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-7143\"><p><strong>The demand of work and therefore the supply of jobs in AI and especially in MLOps is exploding<\/strong>. The job market in Machine Learning is even currently in a shortage. Companies are becoming more and more aware of the added value of Machine Learning in order to take full and more efficient advantage of their data and are struggling to find the right profiles. This opens the doors to candidates and increases the pressure on salaries!<\/p><p>Today, there are hardly any sectors that do not compete for talent. The applications of Machine Learning touch the fields of education, health, industry, IT, etc. Moreover, they are as varied as the data itself: image and speech recognition, customer insight, risk management and fraud prevention.<\/p><\/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-7144\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-7144\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">Will I get help in my job search during and after my training?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-7144\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-7144\"><p>On the first day of your training, you will be presented with a platform dedicated to<strong> career services<\/strong>, containing all the workshops essential to your job search.<br \/>You can access it continuously, even after the end of your training.<\/p><p>Estelle and Morgane, our career managers, are entirely dedicated to you throughout your training. It is possible to make an <strong>individual appointment<\/strong> with one of them to accompany you and answer your questions about your career plan.<\/p><p>Each month :<\/p><ul><li>A full day is organized to help you <strong>optimize your job search<\/strong> with different topics on presentation, career change, salary negotiation and technical test training. In addition to these topics, other workshops are organized according to your needs.<\/li><li>You will benefit from a <strong>career workshop<\/strong> with the intervention of a senior expert consultant.<\/li><li>Different topics to help in the job search are discussed: how to fight the imposter syndrome, how to create a network, how to write a good CV and LinkedIn oriented Data.<\/li><li>Participate in an \u201c<strong>Alumni Talk<\/strong>\u201d. An alumnus speaks to share his experience of training, job search and give you tips.<\/li><\/ul><p>On the other hand, concrete actions are set up to help you in your job search: the <strong>recruitment fair<\/strong> organized by DataScientest with its partner companies, organization of <strong>webinars with data experts, communication actions to boost your visibility<\/strong> (CV contest, DataDays, project articles published on the blog and external reference media).<\/p><p>Finally, you should know that a specific <strong>Slack channel<\/strong> has been set up for people looking for a job, on which all the information about workshops and job offers are transmitted.<\/p><p>To learn more about DataScientest\u2019s career support activities, <a href=\"\/en\/career-management\">click on this link<\/a>.<\/p><\/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-7145\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-7145\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What about soft skills?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-7145\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-7145\"><p>If we refer to the Data managers of the big CAC 40 groups, it is more important for an MLOps to know how to communicate in writing and orally, than to master the company\u2019s own business.<br \/>Therefore, we have integrated into our curriculum modules that allow you to practice these soft skills with :<\/p><ul><li>Oral presentations of the project, which allow developing these skills.<\/li><li>Masterclasses dedicated to project management and results interpretation.<\/li><li>Masterclasses on best practices in data visualization and dedicated tools.<\/li><\/ul><p>You will also have the opportunity to participate in CV workshops and career coaching via DataScientest&#8217;s career managers.<\/p><\/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<\/div>\n\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\t                            <\/div>\n\t\t        \n                    <div id=\"our-services-tab\" class=\"clearfix eael-tab-content-item inactive\" data-title-link=\"our-services-tab\">\n\t\t\t\t                                    \t\t<div data-elementor-type=\"archive\" data-elementor-id=\"167326\" class=\"elementor elementor-167326\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7a608112 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7a608112\" 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<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-327c2c7e\" data-id=\"327c2c7e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-71ffe736 elementor-widget elementor-widget-accordion\" data-id=\"71ffe736\" 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\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1911\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1911\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\"> How can I ensure my technological monitoring at the end of the training?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1911\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1911\"><p><strong>Newsletters<\/strong> developed by our data scientists are sent regularly and are a reliable source of specialized data science information.<\/p><p>At the same time, the DataScientest community continues to grow, and with it all of its alumni.<\/p><p>To keep in touch and allow former students to communicate with each other, DataScientest has set up a group\u00a0<a href=\"https:\/\/www.linkedin.com\/groups\/13606280\/\">of alumni on LinkedIn\u00a0<\/a>\u00a0who share and discuss various themes around Data Science.<\/p><\/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-1912\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1912\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">The Alumni community, what does it consist of?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1912\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1912\"><p>The DatAlumni community is a LinkedIn community that brings together DataScientest alumni. On this page, questions, tips, and technology news are shared on this page for the benefit of all. You will be invited to join it at the beginning of your training.<\/p><p>This makes it possible to create strong links with the <strong>major groups<\/strong>, which have <strong>ensured the growth of our structure<\/strong>.<\/p><\/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-1913\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1913\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">Who are our partner companies? How did we choose them?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1913\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-1913\"><p>Initially, DataScientest supported the data transition of companies. This has made it possible to create strong links with the major groups which have ensured the growth of our structure.<\/p><p>Subsequently, they are the ones who motivated the launch of our offer to individuals in order to compensate for the lack of competent profiles. This need for good profiles is reflected in the survey we conducted among <strong>30 CAC 40<\/strong> groups. Even if they had tight budget constraints, only 4% believe they would downsize their data scientist workforce; by comparison, 28% would still seek to increase their number by more than 20%.<\/p><p>Thanks to our experience with large companies, we regularly organize <strong>recruitment fairs<\/strong> for all our students and alumni <strong>with our partner companies<\/strong>.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"How can I ensure my technological monitoring at the end of the training?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p><strong>Newsletters<\\\/strong> developed by our data scientists are sent regularly and are a reliable source of specialized data science information.<\\\/p><p>At the same time, the DataScientest community continues to grow, and with it all of its alumni.<\\\/p><p>To keep in touch and allow former students to communicate with each other, DataScientest has set up a group\\u00a0<a href=\\\"https:\\\/\\\/www.linkedin.com\\\/groups\\\/13606280\\\/\\\">of alumni on LinkedIn\\u00a0<\\\/a>\\u00a0who share and discuss various themes around Data Science.<\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"The Alumni community, what does it consist of?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>The DatAlumni community is a LinkedIn community that brings together DataScientest alumni. On this page, questions, tips, and technology news are shared on this page for the benefit of all. You will be invited to join it at the beginning of your training.<\\\/p><p>This makes it possible to create strong links with the <strong>major groups<\\\/strong>, which have <strong>ensured the growth of our structure<\\\/strong>.<\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"Who are our partner companies? How did we choose them?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Initially, DataScientest supported the data transition of companies. This has made it possible to create strong links with the major groups which have ensured the growth of our structure.<\\\/p><p>Subsequently, they are the ones who motivated the launch of our offer to individuals in order to compensate for the lack of competent profiles. This need for good profiles is reflected in the survey we conducted among <strong>30 CAC 40<\\\/strong> groups. Even if they had tight budget constraints, only 4% believe they would downsize their data scientist workforce; by comparison, 28% would still seek to increase their number by more than 20%.<\\\/p><p>Thanks to our experience with large companies, we regularly organize <strong>recruitment fairs<\\\/strong> for all our students and alumni <strong>with our partner companies<\\\/strong>.<\\\/p>\"}}]}<\/script>\n\t\t\t\t\t<\/div>\n\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t                            <\/div>\n\t\t                    <\/div>\n        <\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e59a371 elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-eael-adv-accordion\" data-id=\"e59a371\" data-element_type=\"widget\" data-widget_type=\"eael-adv-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t        <div class=\"eael-adv-accordion\" id=\"eael-adv-accordion-e59a371\" data-scroll-on-click=\"no\" data-scroll-speed=\"300\" data-accordion-id=\"e59a371\" data-accordion-type=\"accordion\" data-toogle-speed=\"300\">\n    <div class=\"eael-accordion-list\">\n                <div id=\"the-job\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"1\" aria-controls=\"elementor-tab-content-2401\"><span class=\"eael-advanced-accordion-icon-closed\"><i aria-hidden=\"true\" class=\"fa-accordion-icon icon icon-faq\"><\/i><\/span><span class=\"eael-advanced-accordion-icon-opened\"><\/span><span class=\"eael-accordion-tab-title\">The job<\/span><i aria-hidden=\"true\" class=\"fa-toggle eci  fontello-d71a055e-right\"><\/i><\/div><div id=\"elementor-tab-content-2401\" class=\"eael-accordion-content clearfix\" data-tab=\"1\" aria-labelledby=\"the-job\"><style>.elementor-167314 .elementor-element.elementor-element-4181c96{--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;--align-items:stretch;--gap:10px;--background-transition:0.3s;}.elementor-167314 .elementor-element.elementor-element-469a20e{--display:flex;--background-transition:0.3s;--padding-top:0px;--padding-right:0px;--padding-bottom:0px;--padding-left:0px;}.elementor-167314 .elementor-element.elementor-element-469a20e:not(.elementor-motion-effects-element-type-background), .elementor-167314 .elementor-element.elementor-element-469a20e > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-color:var( --e-global-color-c9f7a90 );}.elementor-167314 .elementor-element.elementor-element-469a20e, .elementor-167314 .elementor-element.elementor-element-469a20e::before{--border-transition:0.3s;}.elementor-167314 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'Rubik';\n\tfont-style: normal;\n\tfont-weight: normal;\n\tfont-display: auto;\n\tsrc: url('http:\/\/multi.datascientest.com\/wp-content\/blogs.dir\/9\/files\/2022\/02\/Rubik-Regular.ttf') format('truetype');\n}\n\/* End Custom Fonts CSS *\/<\/style>\t\t<div data-elementor-type=\"archive\" data-elementor-id=\"167314\" class=\"elementor elementor-167314\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4181c96 e-flex e-con-boxed e-con\" data-id=\"4181c96\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-469a20e e-con-full e-flex e-con\" data-id=\"469a20e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8f16d31 elementor-widget elementor-widget-accordion\" data-id=\"8f16d31\" 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\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1501\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1501\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">Titre d\u2019accord\u00e9on<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1501\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1501\">Accordion Content<\/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-1502\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1502\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What is MLOps?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1502\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1502\"><p>Until a few years ago, to leverage data, companies hired only Data Scientists and Machine Learning Engineers. These professionals could build predictive models, allowing companies to leverage locally and make (some) important decisions.<br \/>However, Machine Learning projects failed when they were supposed to go into production. Companies missed opportunities and customers were dissatisfied.<\/p><p>Data Scientists focus exclusively on building Machine Learning Models. Once in the hands of the end user, there is no system in place to ensure that these models will work properly in the real world and in an environment different from the one in which they were trained.<br \/>However, the real world is unpredictable and constantly changing. Therefore, the performance of a Machine Learning model can change drastically from one day to the next.<\/p><p>For example, the slightest change in the training database can affect the accuracy of the model. This phenomenon is called \u201c<strong>data drift<\/strong>\u201d\u00a0and must be detected quickly to update the model before it becomes biased.<br \/>Similarly, seasonality causes regular and predictable changes to the data at specific time intervals. Machine Learning Models need to be regularly updated with these seasonal changes.<\/p><p>In addition, many Machine Learning models are not suitable for production use because they cannot handle the large volumes of data entering the system in real time.<\/p><p>These phenomena, related to a lack of procedures for using machine learning models, can have an extremely negative impact on the performance of algorithms in production. To address this problem, the profession of MLOps (Machine Learning Operations) was created.<\/p><p>An MLOps has both Machine Learning and operations skills. His job is to <strong>support the workflow that follows the construction of the Machine Learning Model<\/strong>.<\/p><\/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-1503\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1503\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What are the tasks of an MLOps Engineer?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1503\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-1503\"><p>The MLOps job involves the <strong>deployment<\/strong> and <strong>ongoing maintenance<\/strong> of Machine Learning models. This job is at the crossroads of Machine Learning, Data Engineering and DevOps.<\/p><p>One of his tasks is to <strong>refactor<\/strong> the Data Scientists&#8217; code to make it ready for production. He\/she must ensure that the code changes made by the Data Scientists are delivered to production in a stable and timely manner. He\/she has a deep knowledge of machine learning algorithms. He is also an expert in DevOps: the software development methodology based on collaboration between development and operations teams and on workflow automation.<\/p><p>The MLOps engineer role is very similar to the DevOps Engineer role but the main difference is the use of Machine Learning Models. They also master automation through CI\/CD (continuous integration and continuous deployment\/delivery) pipelines.<\/p><p>The data science teams build the Machine Learning Model, but the MLOps handles the code changes for deployment. It integrates the Machine Learning Model with the company&#8217;s existing data infrastructure and optimizes it to handle Big Data in a production environment.<\/p><\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n                <\/div><div class=\"eael-accordion-list\">\n                <div id=\"key-information\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"2\" aria-controls=\"elementor-tab-content-2402\"><span class=\"eael-advanced-accordion-icon-closed\"><i aria-hidden=\"true\" class=\"fa-accordion-icon icon icon-faq\"><\/i><\/span><span class=\"eael-advanced-accordion-icon-opened\"><\/span><span class=\"eael-accordion-tab-title\">Key information<\/span><i aria-hidden=\"true\" class=\"fa-toggle eci  fontello-d71a055e-right\"><\/i><\/div><div id=\"elementor-tab-content-2402\" class=\"eael-accordion-content clearfix\" data-tab=\"2\" aria-labelledby=\"key-information\"><style>.elementor-167316 .elementor-element.elementor-element-475961f1{--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;--align-items:stretch;--gap:10px;--background-transition:0.3s;}.elementor-167316 .elementor-element.elementor-element-25cd9ed9{--display:flex;--background-transition:0.3s;--padding-top:0px;--padding-right:0px;--padding-bottom:0px;--padding-left:0px;}.elementor-167316 .elementor-element.elementor-element-25cd9ed9:not(.elementor-motion-effects-element-type-background), .elementor-167316 .elementor-element.elementor-element-25cd9ed9 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-color:var( --e-global-color-c9f7a90 );}.elementor-167316 .elementor-element.elementor-element-25cd9ed9, .elementor-167316 .elementor-element.elementor-element-25cd9ed9::before{--border-transition:0.3s;}.elementor-167316 .elementor-element.elementor-element-2360e2b .elementor-active .elementor-accordion-icon, .elementor-167316 .elementor-element.elementor-element-2360e2b .elementor-active .elementor-accordion-title{color:var( --e-global-color-secondary );}.elementor-167316 .elementor-element.elementor-element-2360e2b .elementor-active .elementor-accordion-icon svg{fill:var( --e-global-color-secondary );}.elementor-167316 .elementor-element.elementor-element-2360e2b .elementor-tab-content{font-family:\"Rubik\", Sans-serif;font-weight:normal;}\/* Start custom CSS for accordion, class: .elementor-element-2360e2b *\/\/* Hides the first accordion item *\/\n.elementor-167316 .elementor-element.elementor-element-2360e2b .elementor-accordion-item:first-child {\ndisplay: none;\n}\n\n.elementor-167316 .elementor-element.elementor-element-2360e2b .elementor-accordion-item:nth-child(2) {\n    border-top: 1px solid #d4d4d4;\n}\/* End custom CSS *\/<\/style>\t\t<div data-elementor-type=\"archive\" data-elementor-id=\"167316\" class=\"elementor elementor-167316\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-475961f1 e-flex e-con-boxed e-con\" data-id=\"475961f1\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-25cd9ed9 e-con-full e-flex e-con\" data-id=\"25cd9ed9\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2360e2b elementor-widget elementor-widget-accordion\" data-id=\"2360e2b\" 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\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-3701\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-3701\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">Titre d\u2019accord\u00e9on<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-3701\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-3701\">Accordion Content<\/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-3702\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-3702\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">How does the registration process work?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-3702\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-3702\"><p>After your registration on our website, we will contact you and give you a presentation of DataScientest. We will discuss your background and your wishes and give you an overview of what we offer. The idea is to <strong>align your expectations with our training courses<\/strong>.<\/p><p>Afterwards, we will redirect you to our <strong>placement test<\/strong>. It will allow us to know your background and your mathematical \/ data science level.<\/p><p>Once you have passed this test, a member of the admissions team will contact you to discuss your results and validate your professional project, your motivations and finally the relevance of your <strong>educational project<\/strong>.<\/p><p>Once your project is confirmed, you will go through the <strong>registration phase<\/strong> with our teams who will initiate your MLOps training and set it up with you in all its aspects.<br \/>Of course you can always book a meeting with one of our counselors now, <a href=\"\/en\/appointment\">click here!<\/a><\/p><\/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-3703\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-3703\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What is the training format? Can the training be taken entirely remotely?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-3703\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-3703\"><p>DataScientest is the only company offering hybrid training.<\/p><p>This translates into 85% learning on the coached platform and 15% masterclass session by videoconference in order to combine flexibility and rigor without compromising on one or the other. It is a carefully considered choice that motivates our pedagogy to allow quality learning while maintaining your motivation.<\/p><p>Discover our pedagogical approach in this <a href=\"https:\/\/www.youtube.com\/watch?v=9UIHp6DCjbU\"><span style=\"color: #1155cc;\"><span style=\"font-family: Rubik;\"><span style=\"font-size: medium;\"><u>video<\/u><\/span><\/span><\/span><\/a>.<\/p><\/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-3704\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-3704\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">Is there human and personalized support throughout the training?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-3704\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-3704\"><p>Obviously ! And who better to provide support than our teachers, who also designed the program. They are available and attentive to all questions, whether theoretical or practical and will be able to demonstrate pedagogy in their response.<\/p><p>In addition, to ensure everyone\u2019s completion and commitment, our teachers follow your progress closely. As soon as you stop logging in for an extended period, your cohort manager will hear from you: <strong>we won\u2019t let you down!<\/strong><\/p><p>Finally, our papers, exams and defenses are also corrected by hand by our panel of qualified teachers: everything is done so that everyone can progress effectively at their own pace. <strong>At DataScientest we are convinced that only personalized monitoring ensures quality learning!<\/strong><\/p><\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n                <\/div><div class=\"eael-accordion-list\">\n                <div id=\"the-training\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"3\" aria-controls=\"elementor-tab-content-2403\"><span class=\"eael-advanced-accordion-icon-closed\"><i aria-hidden=\"true\" class=\"fa-accordion-icon icon icon-faq\"><\/i><\/span><span class=\"eael-advanced-accordion-icon-opened\"><\/span><span class=\"eael-accordion-tab-title\">The training<\/span><i aria-hidden=\"true\" class=\"fa-toggle eci  fontello-d71a055e-right\"><\/i><\/div><div id=\"elementor-tab-content-2403\" class=\"eael-accordion-content clearfix\" data-tab=\"3\" aria-labelledby=\"the-training\"><style>.elementor-167319 .elementor-element.elementor-element-fc4a2ce{--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;--align-items:stretch;--gap:10px;--background-transition:0.3s;}.elementor-167319 .elementor-element.elementor-element-3ba4129{--display:flex;--background-transition:0.3s;--padding-top:0px;--padding-right:0px;--padding-bottom:0px;--padding-left:0px;}.elementor-167319 .elementor-element.elementor-element-d5d5720 .elementor-active .elementor-accordion-icon, .elementor-167319 .elementor-element.elementor-element-d5d5720 .elementor-active .elementor-accordion-title{color:var( --e-global-color-secondary );}.elementor-167319 .elementor-element.elementor-element-d5d5720 .elementor-active .elementor-accordion-icon svg{fill:var( --e-global-color-secondary );}.elementor-167319 .elementor-element.elementor-element-d5d5720 .elementor-tab-content{font-family:\"Rubik\", Sans-serif;font-weight:normal;}\/* Start custom CSS for accordion, class: .elementor-element-d5d5720 *\/\/* Hides the first accordion item *\/\n.elementor-167319 .elementor-element.elementor-element-d5d5720 .elementor-accordion-item:first-child {\ndisplay: none;\n}\n\n.elementor-167319 .elementor-element.elementor-element-d5d5720 .elementor-accordion-item:nth-child(2) {\n    border-top: 1px solid #d4d4d4;\n}\/* End custom CSS *\/<\/style>\t\t<div data-elementor-type=\"archive\" data-elementor-id=\"167319\" class=\"elementor elementor-167319\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fc4a2ce e-flex e-con-boxed e-con\" data-id=\"fc4a2ce\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3ba4129 e-con-full e-flex e-con\" data-id=\"3ba4129\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d5d5720 elementor-widget elementor-widget-accordion\" data-id=\"d5d5720\" 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\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2241\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-2241\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">Titre d\u2019accord\u00e9on<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2241\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-2241\">Accordion Content<\/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-2242\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-2242\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What are the course prerequisites?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2242\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-2242\"><p>In order to integrate the MLOps training, the minimum requirement is intensive experience as a Data Scientist.<\/p><p>Moreover, programming is essential to the production of any Machine Learning project.<\/p><p>A placement test in the form of MCQs will allow us to <strong>assess your level before you enter the course<\/strong>.<\/p><p>Since the terminology, documentation and online resources are mainly in English, we recommend that you are comfortable with the English language.<\/p><\/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-2243\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-2243\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">How is the curriculum structured?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2243\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-2243\"><p>The curriculum is structured in several modules, which are divided into different learning units. This way, you can acquire the skills that are relevant to the Machine Learning Engineer profession.<\/p><p>Thanks to our studies and surveys with our DataBoss communities, graduates, etc., our Data Science experts have been able to build a curriculum that exactly matches the skills recruiters are looking for.<\/p><p>Throughout the course, you will master the following tools : Python, Git and Github, Flask, FastAPI, Docker, Kubernetes, Airflow &#8230;<\/p><p>With a total of 150 hours, 85% of your training will take place on a personalized coaching platform, while the remaining 15% will be in the form of masterclasses, where an experienced teacher will guide the course and answer all your questions.<\/p><p>Beyond the platform and the masterclasses, you will work on a <strong>project<\/strong> that will <strong>confirm the acquired skills and allow you to be directly operational<\/strong>.<\/p><p>The MLOps course is only available in the &#8220;part-time&#8221; format, which requires a commitment of approximately 8 to 10 hours per week for 4 months.<\/p><p align=\"left\"><a href=\"https:\/\/datascientest.com\/en\/appointment\"><span style=\"color: #1155cc;\"><span style=\"font-family: Rubik;\"><span style=\"font-size: medium;\"><u>Book an appointment now to get more information!<\/u><\/span><\/span><\/span><\/a><\/p><\/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-2244\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-2244\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What skills will you have acquired at the end of the Machine Learning Operations?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2244\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-2244\"><p>At the end of your training you will:<\/p><ul><li>Have learned and acquired the fundamental tools of <strong>advanced programming<\/strong><\/li><li>Be able to <strong>build<\/strong>, <strong>deploy<\/strong> and <strong>secure<\/strong> an API<\/li><li>Be able to <strong>manage<\/strong>, <strong>orchestrate<\/strong> and <strong>automate tasks<\/strong> within applications<\/li><li>Be able to <strong>secure<\/strong>, <strong>monitor<\/strong>, <strong>operationalize<\/strong> and <strong>manage AI models<\/strong> used in production.<\/li><\/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-2245\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-2245\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What is the red thread project of the training?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2245\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-2245\"><p>Throughout your training, and as your skills are developed, <strong>you will carry out a data science project<\/strong>.<\/p><p>This project may come from our catalog, composed of various subjects, with technical business issues and using rich and complex data. You can also propose a personal project, as long as the data is accessible and our teaching team validates it.<\/p><p>It is an extremely effective way <strong>to move from theory to practice<\/strong> and to ensure that you apply the themes covered in class.<\/p><p>It is also a project <strong>highly appreciated by companies<\/strong> because it ensures the quality of the training and the knowledge acquired at the end of the Data Scientist training since the use of soft-skills is also very present.<\/p><ul><li>Ability to transmit information<\/li><li>Know how to present and popularize your work<\/li><li>Know how to highlight data with interactive tools (Dashboard, Streamlit, etc.)<\/li><\/ul><p>It is a project that will require a real investment: at least a third of your time spent on training will be on this project.<\/p><p>The project is supervised by a DataScientest mentor who will regularly discuss with you to ensure your progress and to guide you.<\/p><\/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-2246\" class=\"elementor-tab-title\" data-tab=\"6\" role=\"button\" aria-controls=\"elementor-tab-content-2246\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What is the recognition of the diploma?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2246\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"region\" aria-labelledby=\"elementor-tab-title-2246\"><p>Thanks to the validation of the competences developed during our Data MLOps training, you can obtain the nationally recognized certification <strong>\u201cArtificial Intelligence Project Manager\u201d<\/strong>, opening many doors in the job market.<\/p><p>As the B2B leader in Data Science training, DataScientest is highly regarded by companies that entrust it with the training of their teams in Data Science.<\/p><\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n                <\/div><div class=\"eael-accordion-list\">\n                <div id=\"the-career\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"4\" aria-controls=\"elementor-tab-content-2404\"><span class=\"eael-advanced-accordion-icon-closed\"><i aria-hidden=\"true\" class=\"fa-accordion-icon icon icon-faq\"><\/i><\/span><span class=\"eael-advanced-accordion-icon-opened\"><\/span><span class=\"eael-accordion-tab-title\">The career<\/span><i aria-hidden=\"true\" class=\"fa-toggle eci  fontello-d71a055e-right\"><\/i><\/div><div id=\"elementor-tab-content-2404\" class=\"eael-accordion-content clearfix\" data-tab=\"4\" aria-labelledby=\"the-career\"><style>.elementor-167322 .elementor-element.elementor-element-c1a7707{--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;--align-items:stretch;--gap:10px;--background-transition:0.3s;}.elementor-167322 .elementor-element.elementor-element-6cd4309e{--display:flex;--background-transition:0.3s;--padding-top:0px;--padding-right:0px;--padding-bottom:0px;--padding-left:0px;}.elementor-167322 .elementor-element.elementor-element-6cd4309e:not(.elementor-motion-effects-element-type-background), .elementor-167322 .elementor-element.elementor-element-6cd4309e > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-color:var( --e-global-color-c9f7a90 );}.elementor-167322 .elementor-element.elementor-element-6cd4309e, .elementor-167322 .elementor-element.elementor-element-6cd4309e::before{--border-transition:0.3s;}.elementor-167322 .elementor-element.elementor-element-2a9c9eca .elementor-active .elementor-accordion-icon, .elementor-167322 .elementor-element.elementor-element-2a9c9eca .elementor-active .elementor-accordion-title{color:var( --e-global-color-secondary );}.elementor-167322 .elementor-element.elementor-element-2a9c9eca .elementor-active .elementor-accordion-icon svg{fill:var( --e-global-color-secondary );}.elementor-167322 .elementor-element.elementor-element-2a9c9eca .elementor-tab-content{font-family:\"Rubik\", Sans-serif;font-weight:normal;}\/* Start custom CSS for accordion, class: .elementor-element-2a9c9eca *\/\/* Hides the first accordion item *\/\n.elementor-167322 .elementor-element.elementor-element-2a9c9eca .elementor-accordion-item:first-child {\ndisplay: none;\n}\n\n.elementor-167322 .elementor-element.elementor-element-2a9c9eca .elementor-accordion-item:nth-child(2) {\n    border-top: 1px solid #d4d4d4;\n}\/* End custom CSS *\/<\/style>\t\t<div data-elementor-type=\"archive\" data-elementor-id=\"167322\" class=\"elementor elementor-167322\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c1a7707 e-flex e-con-boxed e-con\" data-id=\"c1a7707\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6cd4309e e-con-full e-flex e-con\" data-id=\"6cd4309e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2a9c9eca elementor-widget elementor-widget-accordion\" data-id=\"2a9c9eca\" 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\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-7141\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-7141\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">Titre d\u2019accord\u00e9on<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-7141\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-7141\">Accordion Content<\/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-7142\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-7142\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What are the remunerations that you can claim at the end? And in the medium\/long term?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-7142\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-7142\"><p>As for the Data Scientist, Data Analyst or Data Engineer, the salary that a Machine Learning Engineer can expect <strong>varies according to his experience<\/strong>, the company that hires him and the city where he works.<\/p><p>On average, a <strong>junior MLOps Engineer<\/strong> can earn between 35 000\u20ac and 40 000\u20ac \/ year. The salary of an <strong>expert<\/strong> can go up to 60 000\u20ac \/ year. The average salary in France is 40 000\u20ac per year, while it can be over 100,000 \u20ac in the United States!<\/p><\/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-7143\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-7143\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What is the professional integration of learners of the MLOps course?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-7143\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-7143\"><p><strong>The demand of work and therefore the supply of jobs in AI and especially in MLOps is exploding<\/strong>. The job market in Machine Learning is even currently in a shortage. Companies are becoming more and more aware of the added value of Machine Learning in order to take full and more efficient advantage of their data and are struggling to find the right profiles. This opens the doors to candidates and increases the pressure on salaries!<\/p><p>Today, there are hardly any sectors that do not compete for talent. The applications of Machine Learning touch the fields of education, health, industry, IT, etc. Moreover, they are as varied as the data itself: image and speech recognition, customer insight, risk management and fraud prevention.<\/p><\/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-7144\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-7144\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">Will I get help in my job search during and after my training?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-7144\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-7144\"><p>On the first day of your training, you will be presented with a platform dedicated to<strong> career services<\/strong>, containing all the workshops essential to your job search.<br \/>You can access it continuously, even after the end of your training.<\/p><p>Estelle and Morgane, our career managers, are entirely dedicated to you throughout your training. It is possible to make an <strong>individual appointment<\/strong> with one of them to accompany you and answer your questions about your career plan.<\/p><p>Each month :<\/p><ul><li>A full day is organized to help you <strong>optimize your job search<\/strong> with different topics on presentation, career change, salary negotiation and technical test training. In addition to these topics, other workshops are organized according to your needs.<\/li><li>You will benefit from a <strong>career workshop<\/strong> with the intervention of a senior expert consultant.<\/li><li>Different topics to help in the job search are discussed: how to fight the imposter syndrome, how to create a network, how to write a good CV and LinkedIn oriented Data.<\/li><li>Participate in an \u201c<strong>Alumni Talk<\/strong>\u201d. An alumnus speaks to share his experience of training, job search and give you tips.<\/li><\/ul><p>On the other hand, concrete actions are set up to help you in your job search: the <strong>recruitment fair<\/strong> organized by DataScientest with its partner companies, organization of <strong>webinars with data experts, communication actions to boost your visibility<\/strong> (CV contest, DataDays, project articles published on the blog and external reference media).<\/p><p>Finally, you should know that a specific <strong>Slack channel<\/strong> has been set up for people looking for a job, on which all the information about workshops and job offers are transmitted.<\/p><p>To learn more about DataScientest\u2019s career support activities, <a href=\"\/en\/career-management\">click on this link<\/a>.<\/p><\/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-7145\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-7145\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">What about soft skills?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-7145\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-7145\"><p>If we refer to the Data managers of the big CAC 40 groups, it is more important for an MLOps to know how to communicate in writing and orally, than to master the company\u2019s own business.<br \/>Therefore, we have integrated into our curriculum modules that allow you to practice these soft skills with :<\/p><ul><li>Oral presentations of the project, which allow developing these skills.<\/li><li>Masterclasses dedicated to project management and results interpretation.<\/li><li>Masterclasses on best practices in data visualization and dedicated tools.<\/li><\/ul><p>You will also have the opportunity to participate in CV workshops and career coaching via DataScientest&#8217;s career managers.<\/p><\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n                <\/div><div class=\"eael-accordion-list\">\n                <div id=\"our-services\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"5\" aria-controls=\"elementor-tab-content-2405\"><span class=\"eael-advanced-accordion-icon-closed\"><i aria-hidden=\"true\" class=\"fa-accordion-icon icon icon-faq\"><\/i><\/span><span class=\"eael-advanced-accordion-icon-opened\"><\/span><span class=\"eael-accordion-tab-title\">Our services<\/span><i aria-hidden=\"true\" class=\"fa-toggle eci  fontello-d71a055e-right\"><\/i><\/div><div id=\"elementor-tab-content-2405\" class=\"eael-accordion-content clearfix\" data-tab=\"5\" aria-labelledby=\"our-services\"><style>.elementor-167326 .elementor-element.elementor-element-7a608112:not(.elementor-motion-effects-element-type-background), .elementor-167326 .elementor-element.elementor-element-7a608112 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-color:var( --e-global-color-c9f7a90 );}.elementor-167326 .elementor-element.elementor-element-7a608112{transition:background 0.3s, border 0.3s, border-radius 0.3s, box-shadow 0.3s;}.elementor-167326 .elementor-element.elementor-element-7a608112 > .elementor-background-overlay{transition:background 0.3s, 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elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7a608112\" 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<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-327c2c7e\" data-id=\"327c2c7e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-71ffe736 elementor-widget elementor-widget-accordion\" data-id=\"71ffe736\" 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\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1911\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1911\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\"> How can I ensure my technological monitoring at the end of the training?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1911\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1911\"><p><strong>Newsletters<\/strong> developed by our data scientists are sent regularly and are a reliable source of specialized data science information.<\/p><p>At the same time, the DataScientest community continues to grow, and with it all of its alumni.<\/p><p>To keep in touch and allow former students to communicate with each other, DataScientest has set up a group\u00a0<a href=\"https:\/\/www.linkedin.com\/groups\/13606280\/\">of alumni on LinkedIn\u00a0<\/a>\u00a0who share and discuss various themes around Data Science.<\/p><\/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-1912\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1912\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span 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On this page, questions, tips, and technology news are shared on this page for the benefit of all. You will be invited to join it at the beginning of your training.<\/p><p>This makes it possible to create strong links with the <strong>major groups<\/strong>, which have <strong>ensured the growth of our structure<\/strong>.<\/p><\/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-1913\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1913\" 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=\"eci  fontello-2708e10d-flechequestion\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"eci  fontello-2708e10d-flechequestion\"><\/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\" tabindex=\"0\">Who are our partner companies? 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Even if they had tight budget constraints, only 4% believe they would downsize their data scientist workforce; by comparison, 28% would still seek to increase their number by more than 20%.<\/p><p>Thanks to our experience with large companies, we regularly organize <strong>recruitment fairs<\/strong> for all our students and alumni <strong>with our partner companies<\/strong>.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"How can I ensure my technological monitoring at the end of the training?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p><strong>Newsletters<\\\/strong> developed by our data scientists are sent regularly and are a reliable source of specialized data science information.<\\\/p><p>At the same time, the DataScientest community continues to grow, and with it all of its alumni.<\\\/p><p>To keep in touch and allow former students to communicate with each other, DataScientest has set up a group\\u00a0<a href=\\\"https:\\\/\\\/www.linkedin.com\\\/groups\\\/13606280\\\/\\\">of alumni on LinkedIn\\u00a0<\\\/a>\\u00a0who share and discuss various themes around Data Science.<\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"The Alumni community, what does it consist of?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>The DatAlumni community is a LinkedIn community that brings together DataScientest alumni. 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