{"id":201089,"date":"2025-11-27T15:24:47","date_gmt":"2025-11-27T14:24:47","guid":{"rendered":"https:\/\/liora.io\/en\/?page_id=201089"},"modified":"2026-03-16T14:38:25","modified_gmt":"2026-03-16T13:38:25","slug":"mlops","status":"publish","type":"page","link":"https:\/\/liora.io\/en\/courses\/data-ai\/mlops","title":{"rendered":"MLOps"},"content":{"rendered":"\n<div\nstyle=\"--hero-single-training-program--color: #00E5EE; --hero-single-training-program--button-text-color: #1A1A33;\" class=\"wp-block-liora-blocks-hero alignfull wp-block-liora-blocks-hero-single-training-program\">\n\t<style>\n\t\tbody {\n\t\t\t--page--color: #00E5EE;\n\t\t}\n\t<\/style>\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-liora-blocks-hero-single-training-program__video\">\n\t\t\t\t\t\t<figure class=\"wp-block-video\">\n\t\t\t\t<video src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2026\/01\/istock-2188313415-compressed.mp4\" type=\"video\" preload=\"metadata\" loop muted playsinline autoplay><\/video>\n\t\t\t<\/figure>\n\t\t\t\t\t\t\n<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1218 458\" class=\"shape-vector\" aria-hidden=\"true\" focusable=\"false\" fill=\"none\"><path stroke=\"currentColor\" stroke-width=\"2\" d=\"M299.164 1h653.083c7.333 0 13.939 2.276 18.691 5.907 4.75 3.631 7.605 8.576 7.605 13.956v138.911c0 6.136 3.259 11.624 8.39 15.545 5.129 3.921 12.172 6.319 19.907 6.319h183.86c7.34 0 13.94 2.276 18.7 5.908 4.75 3.631 7.6 8.575 7.6 13.956v235.635c0 5.38-2.85 10.325-7.6 13.956-4.76 3.632-11.36 5.907-18.7 5.907H825.648c-7.333 0-13.94-2.276-18.691-5.907-4.75-3.631-7.604-8.576-7.604-13.956V270.102c0-6.136-3.261-11.624-8.391-15.545-5.13-3.921-12.172-6.32-19.905-6.32H538.768c-7.734 0-14.776 2.399-19.906 6.32-5.13 3.921-8.39 9.409-8.39 15.545v167.035c0 5.38-2.855 10.325-7.606 13.956-4.751 3.631-11.357 5.907-18.69 5.907H27.296c-7.333 0-13.94-2.276-18.69-5.907C3.854 447.462 1 442.517 1 437.137V236.97c0-5.381 2.855-10.325 7.605-13.956 4.752-3.632 11.358-5.908 18.69-5.908h217.276c7.734 0 14.777-2.397 19.907-6.318 5.13-3.921 8.39-9.41 8.39-15.546V20.863c0-5.38 2.854-10.325 7.605-13.956C285.224 3.276 291.831 1 299.164 1Z\"\/><\/svg>\n\t\t<\/div>\n\t\t<div class=\"wp-block-liora-blocks-hero-single-training-program__title-container\">\n\t\t\t<span class=\"wp-block-liora-blocks-hero-single-training-program__pretitle is-style-overtitle\">Data &amp; AI<\/span><h1 class=\"wp-block-liora-blocks-hero-single-training-program__title\">MLOps Course<\/h1>\n\t\t\t<div class=\"wp-block-liora-blocks-hero-single-training-program__caption\">\n\t\t\t\t<p class=\"wp-block-liora-blocks-hero-single-training-program__description\">Master containerizing models to orchestrating workflows and deploying Machine Learning pipelines in production using Docker, MLFlow, Airflow, DVC, Jenkins, Prometheus, Grafana, BentoML, Kubernetes, ZenML, Weights &amp; Biases and AWS.<\/p>\n\t\t\t\t<ul>\n\t\t\t\t\t<li class=\"wp-block-liora-blocks-hero-single-training-program__list-item\">Bootcamp: 8 weeks<\/li><li class=\"wp-block-liora-blocks-hero-single-training-program__list-item\">Part-time: 5 months<\/li>\t\t\t\t<\/ul>\n\n\t\t\t\t<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n\t\t\t\t\t<div class=\"wp-block-button is-style-small-fill\"><button type=\"button\" class=\"wp-block-button__link wp-element-button has-grow-animation btn pum-trigger popmake-204027\">Get the brochure<\/button><\/div><div class=\"wp-block-button is-style-small-outline\"><a href=\"\/en\/application\" class=\"wp-block-button__link has-white-color has-text-color has-link-color wp-element-button has-grow-animation\">Apply<\/a><\/div>\t\t\t\t\t<div class=\"wp-block-liora-blocks-hero-single-training-program__logos-slider swiper\">\n\t\t\t\t\t\t<ul class=\"wp-block-liora-blocks-hero-single-training-program__logos swiper-wrapper\">\n\t\t\t\t\t\t\t<li class=\"swiper-slide\"><figure><img decoding=\"async\" width=\"200\" height=\"64\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/11\/universite-pantheon-sorbonne-depuis-janvier-2015--gray.svg\" class=\"wp-block-liora-blocks-hero-single-training-program__logo-image\" alt=\"\" data-location=\"\" \/><figcaption><\/figcaption><\/figure><\/li>\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull wp-pattern wp-pattern-anchors has-primary-blue-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:var(--wp--preset--spacing--xl);padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-group alignwide is-content-justification-space-between is-nowrap is-layout-flex wp-container-core-group-is-layout-cb46ffcb wp-block-group-is-layout-flex\"><div class=\"anchor-list wp-block-beapi-anchor-list\">\n\t<div class=\"anchor-list__content\">\n\t\t<div role=\"heading\" aria-level=\"2\" class=\"anchor-list__title\">Quick access<\/div>\n\t\t<div class=\"anchor-list__scroll\">\n\t\t\t<ul class=\"anchor-list__items no-list-style\">\n\t\t\t\t\t\t\t\t\t<li class=\"anchor-list__item\">\n\t\t\t\t\t\t<a href=\"#anchor-key-information\">Key information<\/a>\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"anchor-list__item\">\n\t\t\t\t\t\t<a href=\"#anchor-curriculum\">Curriculum<\/a>\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"anchor-list__item\">\n\t\t\t\t\t\t<a href=\"#anchor-advantages\">Advantages<\/a>\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"anchor-list__item\">\n\t\t\t\t\t\t<a href=\"#anchor-key-figures\">Key figures<\/a>\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"anchor-list__item\">\n\t\t\t\t\t\t<a href=\"#anchor-application-process\">Application process<\/a>\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"anchor-list__item\">\n\t\t\t\t\t\t<a href=\"#anchor-testimonials\">Testimonials<\/a>\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"anchor-list__item\">\n\t\t\t\t\t\t<a href=\"#anchor-faq\">FAQ<\/a>\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-mini-fill popmake-204027\"><a class=\"wp-block-button__link wp-element-button\">Get the brochure<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n<span class=\"wp-block-beapi-anchor\" aria-hidden=\"true\" id=\"anchor-key-information\"><\/span>\n\n\n<section class=\"alignfull wp-block-liora-blocks-key-information\" style=\"--wp-block-liora-blocks-key-information--color: #00E5EE\">\n\t<div class=\"container\">\n\t\t<h2 class=\"wp-block-liora-blocks-key-information__title\">Key information<\/h2>\n\t\t<div class=\"wp-block-liora-blocks-key-information__grid\">\n\t\t\t\t\t\t\t<div class=\"wp-block-liora-blocks-key-information__card\" data-seo-container>\n\t\t\t\t\t<img decoding=\"async\" width=\"785\" height=\"523\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/11\/registration-process-4-785x523.jpg\" class=\"wp-block-liora-blocks-key-information__card-image\" alt=\"\" data-location=\"\" srcset=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/11\/registration-process-4-785x523.jpg 785w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/11\/registration-process-4-300x200.jpg 300w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/11\/registration-process-4-1024x683.jpg 1024w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/11\/registration-process-4-768x512.jpg 768w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/11\/registration-process-4-1536x1024.jpg 1536w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/11\/registration-process-4-435x290.jpg 435w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/11\/registration-process-4-440x293.jpg 440w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/11\/registration-process-4-660x440.jpg 660w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/11\/registration-process-4-210x140.jpg 210w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/11\/registration-process-4-96x64.jpg 96w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/11\/registration-process-4.jpg 1890w\" sizes=\"(max-width: 785px) 100vw, 785px\" \/><h3 class=\"wp-block-liora-blocks-key-information__card-title\">What you&#8217;ll learn, <br>in a nutshell<\/h3>\t\t\t\t\t\t<button type=\"button\" class=\"btn pum-trigger popmake-204342\" data-seo-target>\n\t\t\t\t\t\t\t<span class=\"sr-only\">Open popup<\/span>\n\t\t\t\t\t\t\t<svg class=\"icon icon-play\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-play\"><\/use><\/svg>\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"wp-block-liora-blocks-key-information__card\" style=\"--wp-block-liora-blocks-key-information-medium-card--color: #1A1A33\" data-seo-container>\n\t\t\t\t\t<h3 class=\"wp-block-liora-blocks-key-information__card-title\">Training goals <br>and methodology<\/h3>\t\t\t\t\t\t<button type=\"button\" class=\"btn pum-trigger popmake-202338\" data-seo-target>\n\t\t\t\t\t\t\t<span class=\"sr-only\">Open popup<\/span>\n\t\t\t\t\t\t\t<svg class=\"icon icon-plus-circle\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-plus-circle\"><\/use><\/svg>\t\t\t\t\t\t<\/button>\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<div class=\"wp-block-liora-blocks-key-information__card\" data-seo-container>\n\t\t\t\t\t\t<h3 class=\"wp-block-liora-blocks-key-information__card-title\">Tuition and funding<\/h3>\t\t\t\t\t\t\t<button type=\"button\" class=\"btn pum-trigger popmake-202183\" data-seo-target>\n\t\t\t\t\t\t\t\t<span class=\"sr-only\">Open popup<\/span>\n\t\t\t\t\t\t\t\t<svg class=\"icon icon-plus-circle\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-plus-circle\"><\/use><\/svg>\t\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"wp-block-liora-blocks-key-information__card\" data-seo-container>\n\t\t\t\t\t\t<h3 class=\"wp-block-liora-blocks-key-information__card-title\">Upcoming starting dates<\/h3>\t\t\t\t\t\t\t<button type=\"button\" class=\"btn pum-trigger popmake-202419\" data-seo-target>\n\t\t\t\t\t\t\t\t<span class=\"sr-only\">Open popup<\/span>\n\t\t\t\t\t\t\t\t<svg class=\"icon icon-plus-circle\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-plus-circle\"><\/use><\/svg>\t\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n<span class=\"wp-block-beapi-anchor\" aria-hidden=\"true\" id=\"anchor-curriculum\"><\/span>\n\n\n<section class=\"alignfull wp-block-liora-blocks-carousel-program\">\n\t<div class=\"container\">\n\t\t<h2 class=\"wp-block-liora-blocks-carousel-program__title\">Curriculum<\/h2>\n\t\t<div class=\"swiper\">\n\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t<div class=\"wp-block-liora-blocks-carousel-program__card pum-trigger popmake-201579\">\n\t\t\t\t\t\t\t<div class=\"wp-block-liora-blocks-carousel-program__card-content\">\n\t\t\t\t\t\t\t\t<span class=\"is-style-overtitle\">Sprint 1<\/span><h3 class=\"wp-block-liora-blocks-carousel-program__card-title\">MLOps \u2013 Fundamentals<\/h3>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"wp-block-liora-blocks-carousel-program__card-list\">\n\t\t\t\t\t\t\t\t<h4 class=\"is-style-h6\"><svg class=\"icon icon-chevron-right\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-chevron-right\"><\/use><\/svg>Programmation Linux &amp; Bash<\/h4><h4 class=\"is-style-h6\"><svg class=\"icon icon-chevron-right\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-chevron-right\"><\/use><\/svg>Docker<\/h4><h4 class=\"is-style-h6\"><svg class=\"icon icon-chevron-right\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-chevron-right\"><\/use><\/svg>MLflow<\/h4><h4 class=\"is-style-h6\"><svg class=\"icon icon-chevron-right\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-chevron-right\"><\/use><\/svg>Unit Testing<\/h4>\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<button type=\"button\" class=\"btn pum-trigger popmake-201579\">\n\t\t\t\t\t\t\t\t\t<span class=\"sr-only\"><\/span>\n\t\t\t\t\t\t\t\t\t<svg class=\"icon icon-plus-circle\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-plus-circle\"><\/use><\/svg>\t\t\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t<div class=\"wp-block-liora-blocks-carousel-program__card pum-trigger popmake-201583\">\n\t\t\t\t\t\t\t<div class=\"wp-block-liora-blocks-carousel-program__card-content\">\n\t\t\t\t\t\t\t\t<span class=\"is-style-overtitle\">Sprint 2<\/span><h3 class=\"wp-block-liora-blocks-carousel-program__card-title\">Versioning &amp; Isolation<\/h3>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"wp-block-liora-blocks-carousel-program__card-list\">\n\t\t\t\t\t\t\t\t<h4 class=\"is-style-h6\"><svg class=\"icon icon-chevron-right\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-chevron-right\"><\/use><\/svg>DVC &amp; DagsHub<\/h4><h4 class=\"is-style-h6\"><svg class=\"icon icon-chevron-right\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-chevron-right\"><\/use><\/svg>Airflow<\/h4><h4 class=\"is-style-h6\"><svg class=\"icon icon-chevron-right\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-chevron-right\"><\/use><\/svg>Jenkins<\/h4>\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<button type=\"button\" class=\"btn pum-trigger popmake-201583\">\n\t\t\t\t\t\t\t\t\t<span class=\"sr-only\"><\/span>\n\t\t\t\t\t\t\t\t\t<svg class=\"icon icon-plus-circle\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-plus-circle\"><\/use><\/svg>\t\t\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t<div class=\"wp-block-liora-blocks-carousel-program__card pum-trigger popmake-201585\">\n\t\t\t\t\t\t\t<div class=\"wp-block-liora-blocks-carousel-program__card-content\">\n\t\t\t\t\t\t\t\t<span class=\"is-style-overtitle\">Sprint 3<\/span><h3 class=\"wp-block-liora-blocks-carousel-program__card-title\">Deployment &amp; Model Serving<\/h3>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"wp-block-liora-blocks-carousel-program__card-list\">\n\t\t\t\t\t\t\t\t<h4 class=\"is-style-h6\"><svg class=\"icon icon-chevron-right\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-chevron-right\"><\/use><\/svg>BentoML<\/h4><h4 class=\"is-style-h6\"><svg class=\"icon icon-chevron-right\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-chevron-right\"><\/use><\/svg>Prometheus &amp; Grafana<\/h4><h4 class=\"is-style-h6\"><svg class=\"icon icon-chevron-right\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-chevron-right\"><\/use><\/svg>SQL<\/h4>\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<button type=\"button\" class=\"btn pum-trigger popmake-201585\">\n\t\t\t\t\t\t\t\t\t<span class=\"sr-only\"><\/span>\n\t\t\t\t\t\t\t\t\t<svg class=\"icon icon-plus-circle\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-plus-circle\"><\/use><\/svg>\t\t\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t<div class=\"wp-block-liora-blocks-carousel-program__card pum-trigger popmake-201587\">\n\t\t\t\t\t\t\t<div class=\"wp-block-liora-blocks-carousel-program__card-content\">\n\t\t\t\t\t\t\t\t<span class=\"is-style-overtitle\">Sprint 4<\/span><h3 class=\"wp-block-liora-blocks-carousel-program__card-title\">Scaling &amp; Orchestration Platform<\/h3>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"wp-block-liora-blocks-carousel-program__card-list\">\n\t\t\t\t\t\t\t\t<h4 class=\"is-style-h6\"><svg class=\"icon icon-chevron-right\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-chevron-right\"><\/use><\/svg>Kubernetes<\/h4><h4 class=\"is-style-h6\"><svg class=\"icon icon-chevron-right\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-chevron-right\"><\/use><\/svg>ZenML<\/h4><h4 class=\"is-style-h6\"><svg class=\"icon icon-chevron-right\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-chevron-right\"><\/use><\/svg>Weights and Biases<\/h4><h4 class=\"is-style-h6\"><svg class=\"icon icon-chevron-right\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-chevron-right\"><\/use><\/svg>AWS Cloud Practitioner<\/h4>\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<button type=\"button\" class=\"btn pum-trigger popmake-201587\">\n\t\t\t\t\t\t\t\t\t<span class=\"sr-only\"><\/span>\n\t\t\t\t\t\t\t\t\t<svg class=\"icon icon-plus-circle\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-plus-circle\"><\/use><\/svg>\t\t\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\n<div class=\"swiper__navigation\">\n\t<div class=\"swiper-pagination\"><\/div>\n\n\t<div class=\"swiper__buttons\">\n\t\t<button class=\"swiper-button-prev\" type=\"button\">\n\t\t\t<svg class=\"icon icon-arrow-left\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-arrow-left\"><\/use><\/svg>\t\t\t<span class=\"sr-only\">Previous<\/span>\n\t\t<\/button>\n\t\t<button class=\"swiper-button-next\" type=\"button\">\n\t\t\t<svg class=\"icon icon-arrow-right\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-arrow-right\"><\/use><\/svg>\t\t\t<span class=\"sr-only\">Next<\/span>\n\t\t<\/button>\n\t<\/div>\n<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n<span class=\"wp-block-beapi-anchor\" aria-hidden=\"true\" id=\"anchor-advantages\"><\/span>\n\n\n\n<div class=\"wp-block-group alignfull wp-pattern-posts-choose-liora has-global-padding is-layout-constrained wp-container-core-group-is-layout-06b7c649 wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading alignwide has-text-align-left\" id=\"h-what-sets-this-training-appart\" style=\"margin-top:var(--wp--preset--spacing--xs)\">What sets this training appart<\/h2>\n\n\n\n<div class=\"wp-block-group alignwide has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-2d729e81 wp-block-group-is-layout-flex\" style=\"border-radius:24px\">\n<div class=\"wp-block-group wp-pattern-posts-choose-liora__card is-vertical is-content-justification-center is-layout-flex wp-container-core-group-is-layout-ce155fab wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-full is-style-default\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/uploads\/2025\/10\/a7401854-1.png\" alt=\"\" class=\"wp-image-292845\" style=\"aspect-ratio:1.3333;object-fit:cover\"\/><\/figure>\n\n\n\n<div class=\"wp-block-group wp-pattern-posts-choose-liora__card-content is-vertical is-layout-flex wp-container-core-group-is-layout-fe9cc265 wp-block-group-is-layout-flex\">\n<h3 class=\"wp-block-heading is-style-h4\" id=\"h-academic-recognition\">Academic recognition<\/h3>\n\n\n\n<p class=\"is-style-small has-grey-50-color has-text-color has-link-color has-default-font-size wp-elements-b90f2b2c027a037e97fab6b8eee5ae6d\">This program grants a certificate from Panth\u00e9on-Sorbonne University, one of the world\u2019s most prestigious academic institutions. Last but not least, to validate your skills, you\u2019ll complete a final capstone project, guided and assessed by our mentors.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-right is-layout-flex wp-container-core-buttons-is-layout-d445cf74 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-secondary popmake-201766 popmake-201766\"><a class=\"wp-block-button__link wp-element-button\"><span class=\"sr-only\">Open popin<\/span><svg class=\"icon icon-plus-circle\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-plus-circle\"><\/use><\/svg><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-fe9cc265 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group wp-pattern-posts-choose-liora__card wp-pattern-posts-choose-liora__card--mini popmake-201027 is-nowrap is-layout-flex wp-container-core-group-is-layout-bd3f9bef wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-full is-style-default\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/uploads\/2025\/10\/datascientest-25-2000-8-4.png\" alt=\"\" class=\"wp-image-292720\" style=\"aspect-ratio:1;object-fit:cover\"\/><\/figure>\n\n\n\n<div class=\"wp-block-group wp-pattern-posts-choose-liora__card-content is-vertical is-layout-flex wp-container-core-group-is-layout-0bc941e6 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading is-style-h4\" id=\"h-career-support\">Career support<\/h3>\n\n\n\n<p class=\"has-grey-50-color has-text-color has-link-color wp-elements-23ed28ff24cab7407df65677a5a47dc8\">Learners and graduates receive dedicated career support and gain exclusive access to professional events, opening doors to the right people at the right moment.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-right is-layout-flex wp-container-core-buttons-is-layout-c133f063 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-secondary\"><a class=\"wp-block-button__link wp-element-button\"><span class=\"sr-only\">Open popin<\/span><svg class=\"icon icon-plus-circle\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-plus-circle\"><\/use><\/svg><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-pattern-posts-choose-liora__card wp-pattern-posts-choose-liora__card--mini popmake-201036 is-nowrap is-layout-flex wp-container-core-group-is-layout-bd3f9bef wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-full is-style-default\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/uploads\/2025\/10\/a7401639-1.png\" alt=\"\" class=\"wp-image-292846\" style=\"aspect-ratio:1;object-fit:cover\"\/><\/figure>\n\n\n\n<div class=\"wp-block-group wp-pattern-posts-choose-liora__card-content is-vertical is-layout-flex wp-container-core-group-is-layout-0bc941e6 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading is-style-h4\" id=\"h-alumni-network\">Alumni network<\/h3>\n\n\n\n<p class=\"has-grey-50-color has-text-color has-link-color wp-elements-d55dcb862132edc473f69eb710bf06fa\">Join a network of 50,000+ alumni working across industries and top companies and in many different countries.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-right is-layout-flex wp-container-core-buttons-is-layout-d445cf74 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-secondary\"><a class=\"wp-block-button__link wp-element-button\"><span class=\"sr-only\">Open popin<\/span><svg class=\"icon icon-plus-circle\" aria-hidden=\"true\" focusable=\"false\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-plus-circle\"><\/use><\/svg><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n<span class=\"wp-block-beapi-anchor\" aria-hidden=\"true\" id=\"anchor-key-figures\"><\/span>\n\n\n\n<section class=\"wp-block-group alignwide wp-pattern-key-figures has-global-padding is-layout-constrained wp-container-core-group-is-layout-06b7c649 wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading alignwide\" id=\"h-key-figures\">Key figures<\/h2>\n\n\n\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-container-core-group-is-layout-3156e74c wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-06809bf0 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group wp-pattern-key-figures__item has-grey-1-background-color has-background wp-container-content-69bc4bdf has-global-padding is-layout-constrained wp-container-core-group-is-layout-442b6e00 wp-block-group-is-layout-constrained\" style=\"border-radius:20px\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-ded23ff6 wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-blockparty-key-figure has-text-align-left\"><div class=\"wp-block-blockparty-key-figure__key\"><span class=\"wp-block-blockparty-key-figure__prefix\"><\/span><span class=\"wp-block-blockparty-key-figure__number\" data-increment=\"84\">84<\/span><span class=\"wp-block-blockparty-key-figure__suffix\">%<\/span><\/div><p class=\"wp-block-blockparty-key-figure__description\"><\/p><\/div>\n\n\n\n<h3 class=\"wp-block-heading is-style-h6\" id=\"h-satisfaction-rate\">Satisfaction rate<\/h3>\n<\/div>\n\n\n\n<p class=\"has-grey-50-color has-text-color has-link-color wp-elements-82678cba2034c3e4b6b579f398c90a12\">Learners praise the quality of the content, the personalized support, and the availability of instructors throughout the course.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group wp-pattern-key-figures__item has-grey-1-background-color has-background wp-container-content-69bc4bdf has-global-padding is-layout-constrained wp-container-core-group-is-layout-ebedf703 wp-block-group-is-layout-constrained\" style=\"border-radius:20px;padding-top:var(--wp--preset--spacing--columns);padding-bottom:var(--wp--preset--spacing--columns)\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-ded23ff6 wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-blockparty-key-figure\"><div class=\"wp-block-blockparty-key-figure__key\"><span class=\"wp-block-blockparty-key-figure__prefix\"><\/span><span class=\"wp-block-blockparty-key-figure__number\" data-increment=\"66.7\">66.7<\/span><span class=\"wp-block-blockparty-key-figure__suffix\">%<\/span><\/div><p class=\"wp-block-blockparty-key-figure__description\"><\/p><\/div>\n\n\n\n<h3 class=\"wp-block-heading is-style-h6\" id=\"h-taux-d-insertion\">Taux d&#8217;insertion<\/h3>\n<\/div>\n\n\n\n<p class=\"has-grey-50-color has-text-color has-link-color wp-elements-2eaa2b12fedcca13b4b5371df69b9ee5\">Among 2023 graduates, more than eight out of ten found a job within six months after completing the training.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group wp-pattern-key-figures__item has-grey-1-background-color has-background wp-container-content-69bc4bdf has-global-padding is-layout-constrained wp-container-core-group-is-layout-442b6e00 wp-block-group-is-layout-constrained\" style=\"border-radius:20px\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-ded23ff6 wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-blockparty-key-figure\"><div class=\"wp-block-blockparty-key-figure__key\"><span class=\"wp-block-blockparty-key-figure__prefix\"><\/span><span class=\"wp-block-blockparty-key-figure__number\" data-increment=\"84\">84<\/span><span class=\"wp-block-blockparty-key-figure__suffix\">%<\/span><\/div><p class=\"wp-block-blockparty-key-figure__description\"><\/p><\/div>\n\n\n\n<h3 class=\"wp-block-heading is-style-h6\" id=\"h-completion-rate\">Completion rate<\/h3>\n<\/div>\n\n\n\n<p class=\"has-grey-50-color has-text-color has-link-color wp-elements-cf23398957ccb10614b088110a33e091\">The vast majority of enrolled learners successfully complete their training thanks to continuous support and an active teaching method.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n\n<span class=\"wp-block-beapi-anchor\" aria-hidden=\"true\" id=\"anchor-application-process\"><\/span>\n\n\n\n<section class=\"wp-block-group alignwide wp-key-figures-registration-process has-global-padding is-layout-constrained wp-container-core-group-is-layout-06b7c649 wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group alignwide is-content-justification-space-between is-nowrap is-layout-flex wp-container-core-group-is-layout-cb46ffcb wp-block-group-is-layout-flex\">\n<h2 class=\"wp-block-heading\" id=\"h-application-process\">Application process<\/h2>\n\n\n\n<div class=\"wp-block-buttons wp-key-figures-registration-process__buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"\/en\/appointment\">Book an appointment<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide wp-key-figures-registration-process__grid is-layout-grid wp-container-core-group-is-layout-acc8bb78 wp-block-group-is-layout-grid\">\n<div class=\"wp-block-group wp-key-figures-registration-process__item has-global-padding is-layout-constrained wp-container-core-group-is-layout-442b6e00 wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-large has-custom-border\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/uploads\/2025\/10\/registration-process-1-1024x732.jpg\" alt=\"\" class=\"wp-image-293345\" style=\"border-radius:20px\"\/><\/figure>\n\n\n\n<div class=\"wp-block-group wp-key-figures-registration-process__item-number has-white-color has-primary-blue-light-background-color has-text-color has-background has-link-color wp-elements-c22d57a73cd7489a7afa7adb8175a58b is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-00722ab2 wp-block-group-is-layout-flex\" style=\"border-radius:10px;margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--2-xs);padding-right:var(--wp--preset--spacing--2-xs);padding-bottom:var(--wp--preset--spacing--2-xs);padding-left:var(--wp--preset--spacing--2-xs)\">\n<p class=\"is-style-h6 has-white-color has-text-color has-link-color wp-elements-31935e0e546e1d11a49151029f8bf7ff\" style=\"font-style:normal;font-weight:500\">1<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-ded23ff6 wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading is-style-h5\" id=\"h-book-an-appointment\">Book an appointment<\/h3>\n\n\n\n<p class=\"has-grey-50-color has-text-color has-link-color wp-elements-a323dc5f2d74cc82f3a199ccc4467c34\">Choose a time slot to be contacted by one of our learning advisors.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-key-figures-registration-process__item has-global-padding is-layout-constrained wp-container-core-group-is-layout-442b6e00 wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-large has-custom-border\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/uploads\/2025\/10\/registration-process-2-768x1024.jpg\" alt=\"\" class=\"wp-image-293346\" style=\"border-radius:20px\"\/><\/figure>\n\n\n\n<div class=\"wp-block-group wp-key-figures-registration-process__item-number has-white-color has-primary-blue-light-background-color has-text-color has-background has-link-color wp-elements-35b65d24c11bc86fa0690edc3e5d92ac is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-00722ab2 wp-block-group-is-layout-flex\" style=\"border-radius:10px;margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--2-xs);padding-right:var(--wp--preset--spacing--2-xs);padding-bottom:var(--wp--preset--spacing--2-xs);padding-left:var(--wp--preset--spacing--2-xs)\">\n<p class=\"is-style-h6 has-white-color has-text-color has-link-color wp-elements-9250496cfe34c26b11d11bc0197e2f94\" style=\"font-style:normal;font-weight:500\">2<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-ded23ff6 wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading is-style-h5\" id=\"h-talk-with-an-advisor\">Talk with an advisor<\/h3>\n\n\n\n<p class=\"has-grey-50-color has-text-color has-link-color wp-elements-495fb9fe17274604ff43654abe1cae0b\">Discuss your training goals with one of our advisors. They\u2019ll help you identify the program that best fits your profile.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-key-figures-registration-process__item has-global-padding is-layout-constrained wp-container-core-group-is-layout-442b6e00 wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-large has-custom-border\"><img decoding=\"async\" width=\"1024\" height=\"865\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/12\/process-inscription-step-3-v3-1024x865.jpg\" alt=\"\" class=\"wp-image-201977\" style=\"border-radius:20px\" srcset=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/12\/process-inscription-step-3-v3-1024x865.jpg 1024w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/12\/process-inscription-step-3-v3-300x253.jpg 300w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/12\/process-inscription-step-3-v3-768x649.jpg 768w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/12\/process-inscription-step-3-v3-1536x1298.jpg 1536w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/12\/process-inscription-step-3-v3-2048x1730.jpg 2048w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/12\/process-inscription-step-3-v3-343x290.jpg 343w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/12\/process-inscription-step-3-v3-440x372.jpg 440w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/12\/process-inscription-step-3-v3-521x440.jpg 521w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/12\/process-inscription-step-3-v3-785x663.jpg 785w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/12\/process-inscription-step-3-v3-210x177.jpg 210w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/12\/process-inscription-step-3-v3-76x64.jpg 76w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-group wp-key-figures-registration-process__item-number has-white-color has-primary-blue-light-background-color has-text-color has-background has-link-color wp-elements-38eec39720cca23b4856e4cbd6a9448f is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-00722ab2 wp-block-group-is-layout-flex\" style=\"border-radius:10px;margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--2-xs);padding-right:var(--wp--preset--spacing--2-xs);padding-bottom:var(--wp--preset--spacing--2-xs);padding-left:var(--wp--preset--spacing--2-xs)\">\n<p class=\"is-style-h6 has-white-color has-text-color has-link-color wp-elements-2190d35c7e31dd9da3c49a32718ca6fa\" style=\"font-style:normal;font-weight:500\">3<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-ded23ff6 wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading is-style-h5\" id=\"h-placement-test\">Placement test<\/h3>\n\n\n\n<p class=\"has-grey-50-color has-text-color has-link-color wp-elements-75d3a580c4dd908176c87c9395c9d24c\">After your consultation, take the placement test to confirm your entry level.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-key-figures-registration-process__item has-global-padding is-layout-constrained wp-container-core-group-is-layout-442b6e00 wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-large has-custom-border\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/uploads\/2025\/10\/registration-process-4-1024x683.jpg\" alt=\"\" class=\"wp-image-293356\" style=\"border-radius:20px\"\/><\/figure>\n\n\n\n<div class=\"wp-block-group wp-key-figures-registration-process__item-number has-white-color has-primary-blue-light-background-color has-text-color has-background has-link-color wp-elements-bd67bb442ac66829ded3843beb336f44 is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-00722ab2 wp-block-group-is-layout-flex\" style=\"border-radius:10px;margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--2-xs);padding-right:var(--wp--preset--spacing--2-xs);padding-bottom:var(--wp--preset--spacing--2-xs);padding-left:var(--wp--preset--spacing--2-xs)\">\n<p class=\"is-style-h6 has-white-color has-text-color has-link-color wp-elements-240edc9d79d03fcef401cd9bb56e7935\" style=\"font-style:normal;font-weight:500\">4<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-ded23ff6 wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading is-style-h5\" id=\"h-final-steps-and-registration\">Final steps and registration<\/h3>\n\n\n\n<p class=\"has-grey-50-color has-text-color has-link-color wp-elements-292a5ff8e0e7fbdf21511e5c7bbdc552\">You&#8217;re just a few steps away from starting your training and launching your new career!<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n\n<span class=\"wp-block-beapi-anchor\" aria-hidden=\"true\" id=\"anchor-testimonials\"><\/span>\n\n\n\n<h2 class=\"wp-block-heading alignwide\" id=\"h-testimonials\">Testimonials<\/h2>\n\n\n<div class=\"block block--content-picking alignfull wp-block-beapi-dynamic-block\" data-layout=\"carrousel\" data-post-type=\"testimonial\">\n\t\t\t<div class=\"block--content-picking__testimonial block--content-picking swiper swiper--autoplay\" data-grid=\"3\" style=\"--grid-columns:3\">\n\t<ul class=\"block--content-picking__content swiper-wrapper\">\n\t\t<li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">Great Training Bootcamp! Thanks to the way Datascientest teaches and the constant support provided by the teachers, I was able to get the practical da\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"56\" height=\"56\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/jerome-c-56x56.png\" class=\"crd__image\" alt=\"\" data-location=\"\" srcset=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/jerome-c-56x56.png 56w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/jerome-c-64x64.png 64w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/jerome-c.png 73w\" sizes=\"(max-width: 56px) 100vw, 56px\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">James<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-switchup.svg\" alt=\"Logo switchup\" class=\"crd__logo crd__logo--switchup\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">I learned a lot in the program it is really an amazing platform to grow with your career and start with potential. I really felt helped and received a\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"56\" height=\"56\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-28-e1761216344281-56x56.jpg\" class=\"crd__image\" alt=\"\" data-location=\"\" srcset=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-28-e1761216344281-56x56.jpg 56w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-28-e1761216344281-150x150.jpg 150w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-28-e1761216344281-448x448.jpg 448w\" sizes=\"(max-width: 56px) 100vw, 56px\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Rajini Sharma<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-course-report.svg\" alt=\"Logo course-report\" class=\"crd__logo crd__logo--course-report\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">I am really amazed by the human quality of the Hack A Boss team, Selene, Dmitry, Pablo and Daniel are amazing people who are willing to help and teach\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"56\" height=\"56\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-27-e1761216022349-56x56.jpg\" class=\"crd__image\" alt=\"\" data-location=\"\" srcset=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-27-e1761216022349-56x56.jpg 56w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-27-e1761216022349-150x150.jpg 150w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-27-e1761216022349-448x448.jpg 448w\" sizes=\"(max-width: 56px) 100vw, 56px\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Simon Cariou<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-switchup.svg\" alt=\"Logo switchup\" class=\"crd__logo crd__logo--switchup\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">I recently finished my Bootcamp for Data Analyst and I am very happy with the knowledge I gained and experience it gave me. The modules were very clea\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"56\" height=\"56\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-26-e1761215594675-56x56.jpg\" class=\"crd__image\" alt=\"\" data-location=\"\" srcset=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-26-e1761215594675-56x56.jpg 56w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-26-e1761215594675-150x150.jpg 150w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-26-e1761215594675-448x448.jpg 448w\" sizes=\"(max-width: 56px) 100vw, 56px\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Matea Mutz<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-course-report.svg\" alt=\"Logo course-report\" class=\"crd__logo crd__logo--course-report\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">I find this platform is the best because it&#039;s an intelligent way of learning in this era, just text content plus some needed short tutorial videos. al\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"41\" height=\"41\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/angelika-t.png\" class=\"crd__image\" alt=\"\" data-location=\"\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Ahmed<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-switchup.svg\" alt=\"Logo switchup\" class=\"crd__logo crd__logo--switchup\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">I am really amazed by the human quality of the Hack A Boss team, Selene, Dmitry, Pablo and Daniel are amazing people who are willing to help and teach\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"41\" height=\"41\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/lina-l.png\" class=\"crd__image\" alt=\"\" data-location=\"\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Lautaro Martinez<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-course-report.svg\" alt=\"Logo course-report\" class=\"crd__logo crd__logo--course-report\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">Just finished training yesterday (3 + 2 days). Group interactivity was effective, the instructor was very responsive. His experience in business as co\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"56\" height=\"56\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/1665485620948-290x290-1-56x56.jpg\" class=\"crd__image\" alt=\"\" data-location=\"\" srcset=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/1665485620948-290x290-1-56x56.jpg 56w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/1665485620948-290x290-1-150x150.jpg 150w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/1665485620948-290x290-1-210x210.jpg 210w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/1665485620948-290x290-1-64x64.jpg 64w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/1665485620948-290x290-1.jpg 290w\" sizes=\"(max-width: 56px) 100vw, 56px\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">St\u00e9phane Bourain<\/p><p class=\"crd__function is-style-label\">Finance Controller<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-switchup.svg\" alt=\"Logo switchup\" class=\"crd__logo crd__logo--switchup\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">I would like to share with you a great experience lived recently by following &quot;Data Analyst Training&quot;. I have learnt lots of skills (Python, Data Anal\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"56\" height=\"56\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-24-e1761214223111-56x56.jpg\" class=\"crd__image\" alt=\"\" data-location=\"\" srcset=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-24-e1761214223111-56x56.jpg 56w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-24-e1761214223111-150x150.jpg 150w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-24-e1761214223111-448x448.jpg 448w\" sizes=\"(max-width: 56px) 100vw, 56px\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Khalid<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-course-report.svg\" alt=\"Logo course-report\" class=\"crd__logo crd__logo--course-report\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">Very high-quality training. Thank you for the presentation. I strongly recommend this training provider. It covers nearly all the key aspects needed t\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"56\" height=\"56\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-4-1-e1761213804394-448x448-1-56x56.jpg\" class=\"crd__image\" alt=\"\" data-location=\"\" srcset=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-4-1-e1761213804394-448x448-1-56x56.jpg 56w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-4-1-e1761213804394-448x448-1-300x300.jpg 300w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-4-1-e1761213804394-448x448-1-150x150.jpg 150w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-4-1-e1761213804394-448x448-1-290x290.jpg 290w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-4-1-e1761213804394-448x448-1-440x440.jpg 440w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-4-1-e1761213804394-448x448-1-210x210.jpg 210w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-4-1-e1761213804394-448x448-1-64x64.jpg 64w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-4-1-e1761213804394-448x448-1.jpg 448w\" sizes=\"(max-width: 56px) 100vw, 56px\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Mohamed Haijoubi<\/p><p class=\"crd__function is-style-label\">Data Engineer<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-switchup.svg\" alt=\"Logo switchup\" class=\"crd__logo crd__logo--switchup\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">I completed a Data Engineer training program at DataScientest, and overall, the course is well-structured \u2014 a balanced mix of projects, theory, and \u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"41\" height=\"41\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/matthieu-t.png\" class=\"crd__image\" alt=\"\" data-location=\"\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Moustafa B<\/p><p class=\"crd__function is-style-label\">SRE Lead<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-course-report.svg\" alt=\"Logo course-report\" class=\"crd__logo crd__logo--course-report\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">Now certified and very satisfied with the Data Scientist training, I\u2019ve decided to continue my journey with DataScientest by enrolling in the MLOps \u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"41\" height=\"41\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/angelika-t.png\" class=\"crd__image\" alt=\"\" data-location=\"\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Alexandre L<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-switchup.svg\" alt=\"Logo switchup\" class=\"crd__logo crd__logo--switchup\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">An excellent training provider for Data-related careers. The courses are well-designed, and you\u2019re quickly challenged through exams after each modul\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"56\" height=\"56\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-8-e1761211909415-448x448-1-56x56.jpg\" class=\"crd__image\" alt=\"\" data-location=\"\" srcset=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-8-e1761211909415-448x448-1-56x56.jpg 56w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-8-e1761211909415-448x448-1-300x300.jpg 300w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-8-e1761211909415-448x448-1-150x150.jpg 150w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-8-e1761211909415-448x448-1-290x290.jpg 290w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-8-e1761211909415-448x448-1-440x440.jpg 440w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-8-e1761211909415-448x448-1-210x210.jpg 210w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-8-e1761211909415-448x448-1-64x64.jpg 64w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-8-e1761211909415-448x448-1.jpg 448w\" sizes=\"(max-width: 56px) 100vw, 56px\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">R\u00e9my<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-course-report.svg\" alt=\"Logo course-report\" class=\"crd__logo crd__logo--course-report\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">The training offers a solid overview of various Machine Learning techniques, and access to a wealth of content \u2014 including coaching sessions, alumni\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"41\" height=\"41\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/angelika-t.png\" class=\"crd__image\" alt=\"\" data-location=\"\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Anonymous<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-switchup.svg\" alt=\"Logo switchup\" class=\"crd__logo crd__logo--switchup\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">The bootcamp program is really intensive, specially for a person who has no programming background, but the course is definitely worth it. It helped m\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"56\" height=\"56\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-6-e1761057491619-448x448-1-56x56.jpg\" class=\"crd__image\" alt=\"\" data-location=\"\" srcset=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-6-e1761057491619-448x448-1-56x56.jpg 56w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-6-e1761057491619-448x448-1-300x300.jpg 300w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-6-e1761057491619-448x448-1-150x150.jpg 150w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-6-e1761057491619-448x448-1-290x290.jpg 290w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-6-e1761057491619-448x448-1-440x440.jpg 440w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-6-e1761057491619-448x448-1-210x210.jpg 210w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-6-e1761057491619-448x448-1-64x64.jpg 64w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-6-e1761057491619-448x448-1.jpg 448w\" sizes=\"(max-width: 56px) 100vw, 56px\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Shiva<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-course-report.svg\" alt=\"Logo course-report\" class=\"crd__logo crd__logo--course-report\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">As part of my career transition, I pursued my DevOps training through a work-study program at DataScientest. I chose to follow both courses with DataS\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"56\" height=\"56\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-23-e1761211334497-56x56.jpg\" class=\"crd__image\" alt=\"\" data-location=\"\" srcset=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-23-e1761211334497-56x56.jpg 56w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-23-e1761211334497-150x150.jpg 150w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-23-e1761211334497-448x448.jpg 448w\" sizes=\"(max-width: 56px) 100vw, 56px\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Nicolas Utter<\/p><p class=\"crd__function is-style-label\">Content Creator<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-switchup.svg\" alt=\"Logo switchup\" class=\"crd__logo crd__logo--switchup\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">Awesome education, awesome people.<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"41\" height=\"41\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/alexander-p.png\" class=\"crd__image\" alt=\"\" data-location=\"\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Alexander P<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-google.svg\" alt=\"Logo google\" class=\"crd__logo crd__logo--google\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">I&#039;m delighted to share my experience with this bootcamp! After completing my bachelor&#039;s degree, I was searching for a way to work with computers and d\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"56\" height=\"56\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/capture-decran-2025-10-21-161533-448x448-1-56x56.png\" class=\"crd__image\" alt=\"\" data-location=\"\" srcset=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/capture-decran-2025-10-21-161533-448x448-1-56x56.png 56w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/capture-decran-2025-10-21-161533-448x448-1-300x300.png 300w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/capture-decran-2025-10-21-161533-448x448-1-150x150.png 150w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/capture-decran-2025-10-21-161533-448x448-1-290x290.png 290w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/capture-decran-2025-10-21-161533-448x448-1-440x440.png 440w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/capture-decran-2025-10-21-161533-448x448-1-210x210.png 210w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/capture-decran-2025-10-21-161533-448x448-1-64x64.png 64w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/capture-decran-2025-10-21-161533-448x448-1.png 448w\" sizes=\"(max-width: 56px) 100vw, 56px\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Dotun Olujide<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-course-report.svg\" alt=\"Logo course-report\" class=\"crd__logo crd__logo--course-report\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">A lot of things to learn and a lot of information! was an amazing experience.<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"41\" height=\"41\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/tiago-r.png\" class=\"crd__image\" alt=\"\" data-location=\"\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Tiago R<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-google.svg\" alt=\"Logo google\" class=\"crd__logo crd__logo--google\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">I\u2019d like to share my feedback following the high-quality training I completed on Microsoft Power BI, delivered by DataScientest. This experience was\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"41\" height=\"41\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/angelika-t.png\" class=\"crd__image\" alt=\"\" data-location=\"\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Anonymous<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-switchup.svg\" alt=\"Logo switchup\" class=\"crd__logo crd__logo--switchup\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">Excellent course with practical focus! Really enhanced my data science skills, directly applicable to my research. Highly recommend DataScientest for \u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"41\" height=\"41\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/lina-l.png\" class=\"crd__image\" alt=\"\" data-location=\"\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Lina Livdane<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-google.svg\" alt=\"Logo google\" class=\"crd__logo crd__logo--google\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">Overall impression is good. The course content is well-organized, thoroughly designed and challenging as well. In the end, I believe I am well-prepare\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"41\" height=\"41\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/khoa-t.png\" class=\"crd__image\" alt=\"\" data-location=\"\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Khoa Tran<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-google.svg\" alt=\"Logo google\" class=\"crd__logo crd__logo--google\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">I really enjoyed the course material and the fact that everything was remote. Well I haven\u2019t finished the MLOps part yet. The data science part was \u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"56\" height=\"56\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-1-e1761053655427-448x448-1-56x56.jpg\" class=\"crd__image\" alt=\"\" data-location=\"\" srcset=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-1-e1761053655427-448x448-1-56x56.jpg 56w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-1-e1761053655427-448x448-1-300x300.jpg 300w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-1-e1761053655427-448x448-1-150x150.jpg 150w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-1-e1761053655427-448x448-1-290x290.jpg 290w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-1-e1761053655427-448x448-1-440x440.jpg 440w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-1-e1761053655427-448x448-1-210x210.jpg 210w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-1-e1761053655427-448x448-1-64x64.jpg 64w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-1-e1761053655427-448x448-1.jpg 448w\" sizes=\"(max-width: 56px) 100vw, 56px\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Marius<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-course-report.svg\" alt=\"Logo course-report\" class=\"crd__logo crd__logo--course-report\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">Onboarding was smooth &amp; lessons on your own &amp; remote were particularly adequate to me<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"41\" height=\"41\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/clement-d.png\" class=\"crd__image\" alt=\"\" data-location=\"\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Cl\u00e9ment Du\u00e9<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-google.svg\" alt=\"Logo google\" class=\"crd__logo crd__logo--google\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">Loved the format which was perfect for me &#8211; as a young parent. Additionally, I found the resources (platform) to be very good, and the instructors to \u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"56\" height=\"56\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-3-e1761055359824-448x448-1-56x56.jpg\" class=\"crd__image\" alt=\"\" data-location=\"\" srcset=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-3-e1761055359824-448x448-1-56x56.jpg 56w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-3-e1761055359824-448x448-1-300x300.jpg 300w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-3-e1761055359824-448x448-1-150x150.jpg 150w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-3-e1761055359824-448x448-1-290x290.jpg 290w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-3-e1761055359824-448x448-1-440x440.jpg 440w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-3-e1761055359824-448x448-1-210x210.jpg 210w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-3-e1761055359824-448x448-1-64x64.jpg 64w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-3-e1761055359824-448x448-1.jpg 448w\" sizes=\"(max-width: 56px) 100vw, 56px\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Christian M\u00fcller<\/p><p class=\"crd__function is-style-label\">AI Scientist <\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-switchup.svg\" alt=\"Logo switchup\" class=\"crd__logo crd__logo--switchup\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">I successfully completed my Data Analyst training last month and was very satisfied \u2014 within just six months, I was able to learn the key fundamenta\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"41\" height=\"41\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/henry.png\" class=\"crd__image\" alt=\"\" data-location=\"\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Henry<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-google.svg\" alt=\"Logo google\" class=\"crd__logo crd__logo--google\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\"><\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"41\" height=\"41\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/angelika-t.png\" class=\"crd__image\" alt=\"\" data-location=\"\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Angelika Tabak<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-google.svg\" alt=\"Logo google\" class=\"crd__logo crd__logo--google\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">DataScientist.com is always interested in maintaining a good reputation and producing good graduates. But don\u2019t be afraid, the instructors are very \u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"56\" height=\"56\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-19-e1761208194770-56x56.jpg\" class=\"crd__image\" alt=\"\" data-location=\"\" srcset=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-19-e1761208194770-56x56.jpg 56w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-19-e1761208194770-150x150.jpg 150w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-19-e1761208194770-448x448.jpg 448w\" sizes=\"(max-width: 56px) 100vw, 56px\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Baris Ersoy<\/p><p class=\"crd__function is-style-label\">PL\/SQL Developer<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-course-report.svg\" alt=\"Logo course-report\" class=\"crd__logo crd__logo--course-report\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">I\u2019m really glad I chose DataScientest. Balancing work, family, languages &#8211; and now data &#8211; learning is challenging, and their flexible format makes i\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"41\" height=\"41\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/debora-f.png\" class=\"crd__image\" alt=\"\" data-location=\"\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Debora Ferreira<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-google.svg\" alt=\"Logo google\" class=\"crd__logo crd__logo--google\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">Probably the best Data &amp; AI training course out there. Loved the structure, depth and hands-on approach of the Data Science &amp; MLOps course. I \u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"56\" height=\"56\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-18-e1761207882444-56x56.jpg\" class=\"crd__image\" alt=\"\" data-location=\"\" srcset=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-18-e1761207882444-56x56.jpg 56w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-18-e1761207882444-150x150.jpg 150w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-18-e1761207882444-448x448.jpg 448w\" sizes=\"(max-width: 56px) 100vw, 56px\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Benjamin S.<\/p><p class=\"crd__function is-style-label\">Data Scientist<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-switchup.svg\" alt=\"Logo switchup\" class=\"crd__logo crd__logo--switchup\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">The content of the module undoubtedly covers the most important aspects of Machine Learning and MLOps. The final project allows you to put into practi\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"56\" height=\"56\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-17-e1761207690264-56x56.jpg\" class=\"crd__image\" alt=\"\" data-location=\"\" srcset=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-17-e1761207690264-56x56.jpg 56w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-17-e1761207690264-150x150.jpg 150w, https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/telechargement-17-e1761207690264-448x448.jpg 448w\" sizes=\"(max-width: 56px) 100vw, 56px\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Darwin Oca<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-google.svg\" alt=\"Logo google\" class=\"crd__logo crd__logo--google\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li><li class=\"swiper-slide\">\n<div class=\"crd crd--testimonial \">\n\t<div class=\"crd__inner\">\n\t\t<div class=\"crd__content\"><p class=\"crd__testimonial\">As a seasoned software engineer with many years of experience, I was looking to refresh my IT skills and deepen my knowledge in data-related technolog\u2026<\/p><\/div>\t\t<div class=\"crd__author\">\n\t\t\t<div class=\"crd__image-wrapper\"><div class=\"crd__image-content\"><img decoding=\"async\" width=\"41\" height=\"41\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/10\/maciej-s.png\" class=\"crd__image\" alt=\"\" data-location=\"\" \/><\/div><\/div>\t\t\t<div class=\"crd__author-text\">\n\t\t\t\t<p class=\"crd__title\">Maciej S<\/p>\t\t\t<\/div>\n\n\t\t\t<div class=\"crd__review\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-google.svg\" alt=\"Logo google\" class=\"crd__logo crd__logo--google\" \/><\/div>\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/li>\t<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-pattern-reviews has-grey-2-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"border-radius:32px;padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-columns alignwide wp-pattern-reviews__columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column wp-pattern-reviews__item is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--md);padding-left:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-fe9cc265 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-large is-resized wp-pattern-reviews__item-logo is-style-not-rounded\" style=\"margin-top:var(--wp--preset--spacing--2-xs);margin-bottom:var(--wp--preset--spacing--2-xs)\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-google.svg\" alt=\"\" class=\"wp-image-1071\" style=\"width:auto;height:50px\"\/><\/figure>\n\n\n\n<div class=\"wp-block-group is-content-justification-space-between is-nowrap is-layout-flex wp-container-core-group-is-layout-cb46ffcb wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group wp-pattern-reviews__item-note is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<p class=\"is-style-huge\" style=\"font-style:normal;font-weight:500\">4.7\/5<\/p>\n\n\n\n<ul class=\"wp-block-beapi-icon-block is-layout-flex wp-block-icon-block-is-layout-flex\">\n<li class=\"wp-block-beapi-icon-item\"><span><svg width=\"30\" height=\"30\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"wp-block-beapi-icon-block__icon-component wp-block-beapi-icon-block__icon-component--sprite icon-star\" aria-hidden=\"true\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-star\"><\/use><\/svg><\/span><\/li>\n<\/ul>\n<\/div>\n\n\n\n<p class=\"wp-pattern-reviews__item-link\"><a href=\"https:\/\/www.google.com\/maps\/place\/DataScientest+%7C+Formations+en+Data+Science\/@48.8871108,2.2487978,17z\/data=!4m8!3m7!1s0x47e665572fbaaaab:0x36109255b968768e!8m2!3d48.8871108!4d2.2513727!9m1!1b1!16s%2Fg%2F11fj22s9fz?entry=ttu\" target=\"_blank\" rel=\"noreferrer noopener\">534 reviews<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column wp-pattern-reviews__item is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--md);padding-left:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-fe9cc265 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-large is-resized wp-pattern-reviews__item-logo is-style-not-rounded\" style=\"margin-top:var(--wp--preset--spacing--2-xs);margin-bottom:var(--wp--preset--spacing--2-xs)\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-switchup.svg\" alt=\"\" class=\"wp-image-1093\" style=\"width:auto;height:50px\"\/><\/figure>\n\n\n\n<div class=\"wp-block-group is-content-justification-space-between is-nowrap is-layout-flex wp-container-core-group-is-layout-cb46ffcb wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group wp-pattern-reviews__item-note is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<p class=\"is-style-huge\" style=\"font-style:normal;font-weight:500\">4.8\/5<\/p>\n\n\n\n<ul class=\"wp-block-beapi-icon-block is-layout-flex wp-block-icon-block-is-layout-flex\">\n<li class=\"wp-block-beapi-icon-item\"><span><svg width=\"30\" height=\"30\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"wp-block-beapi-icon-block__icon-component wp-block-beapi-icon-block__icon-component--sprite icon-star\" aria-hidden=\"true\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-star\"><\/use><\/svg><\/span><\/li>\n<\/ul>\n<\/div>\n\n\n\n<p class=\"wp-pattern-reviews__item-link\"><a href=\"https:\/\/www.switchup.org\/bootcamps\/datascientest\" target=\"_blank\" rel=\"noreferrer noopener\">260 reviews<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column wp-pattern-reviews__item is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--md);padding-left:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-fe9cc265 wp-block-group-is-layout-flex\">\n<figure class=\"wp-block-image size-large is-resized wp-pattern-reviews__item-logo is-style-not-rounded\" style=\"margin-top:var(--wp--preset--spacing--2-xs);margin-bottom:var(--wp--preset--spacing--2-xs)\"><img decoding=\"async\" src=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/images\/logo-course-report.svg\" alt=\"\" class=\"wp-image-1092\" style=\"width:auto;height:50px\"\/><\/figure>\n\n\n\n<div class=\"wp-block-group is-content-justification-space-between is-nowrap is-layout-flex wp-container-core-group-is-layout-cb46ffcb wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group wp-pattern-reviews__item-note is-nowrap is-layout-flex wp-container-core-group-is-layout-6c531013 wp-block-group-is-layout-flex\">\n<p class=\"is-style-huge\" style=\"font-style:normal;font-weight:500\">4.7\/5<\/p>\n\n\n\n<ul class=\"wp-block-beapi-icon-block is-layout-flex wp-block-icon-block-is-layout-flex\">\n<li class=\"wp-block-beapi-icon-item\"><span><svg width=\"30\" height=\"30\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"wp-block-beapi-icon-block__icon-component wp-block-beapi-icon-block__icon-component--sprite icon-star\" aria-hidden=\"true\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-star\"><\/use><\/svg><\/span><\/li>\n<\/ul>\n<\/div>\n\n\n\n<p class=\"wp-pattern-reviews__item-link\"><a href=\"https:\/\/www.coursereport.com\/schools\/datascientest\" target=\"_blank\" rel=\"noreferrer noopener\">73 reviews<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\/\", \n  \"@type\": \"Product\", \n  \"name\": \"Liora Courses\",\n  \"aggregateRating\": {\n    \"@type\": \"AggregateRating\",\n    \"ratingValue\": \"4.7\",\n    \"reviewCount\": \"1269\"\n  }\n}\n<\/script>\n<\/div>\n\n\n\n<section class=\"wp-block-group alignfull wp-pattern-4-cards-formation has-grey-1-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-06b7c649 wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-442b6e00 wp-block-group-is-layout-constrained\">\n<p class=\"has-text-align-center is-style-overtitle\">Our courses<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"h-not-the-right-fit-take-a-look-at-our-other-programs\">Not the right fit ?<br>Take a look at our other programs<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-483a62fd wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group wp-pattern-4-cards-formation__item has-sector-blue-turquoise-color has-sector-dark-digital-background-color has-text-color has-background has-link-color wp-elements-a79e08b2a7f37ca696d80e455564c0e7 has-global-padding is-layout-constrained wp-container-core-group-is-layout-01455873 wp-block-group-is-layout-constrained\" style=\"border-radius:20px;padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg)\">\n<div style=\"height:8px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-beapi-icon-block is-layout-flex wp-block-icon-block-is-layout-flex\">\n<li class=\"wp-block-beapi-icon-item\"><span><svg viewBox=\"0 0 24 24\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"color:#00E5EE\" class=\"wp-block-beapi-icon-block__icon-component wp-block-beapi-icon-block__icon-component--sprite icon-ia\" aria-hidden=\"true\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-ia\"><\/use><\/svg><\/span><\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-38e7494a wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading has-sector-blue-turquoise-color has-text-color has-link-color wp-elements-9a33ac6a0ac824f8401cfc42d16a3ff4\" id=\"h-data-amp-ai\" style=\"font-style:normal;font-weight:500\">Data &amp; AI<\/h3>\n\n\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-2a037fc01ea510344f46bee3aa7f6d3e\">Turn data into actionable insights. Learn to use essential Data Science and AI tools to create predictive models.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-white-color has-text-color has-link-color wp-elements-40c080bc2ecf1fe21ba2afa521fce7a4 has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<ul class=\"wp-block-beapi-icon-block wp-pattern-4-cards-formation__icon-list is-vertical is-layout-flex wp-container-beapi-icon-block-is-layout-dfab5932 wp-block-icon-block-is-layout-flex\">\n<li class=\"wp-block-beapi-icon-item\"><span><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"color:#00E5EE\" class=\"wp-block-beapi-icon-block__icon-component wp-block-beapi-icon-block__icon-component--sprite icon-education\" aria-hidden=\"true\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-education\"><\/use><\/svg><\/span><p>10 courses<\/p><\/li>\n\n\n\n<li class=\"wp-block-beapi-icon-item\"><span><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"color:#00E5EE\" class=\"wp-block-beapi-icon-block__icon-component wp-block-beapi-icon-block__icon-component--sprite icon-graduation\" aria-hidden=\"true\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-graduation\"><\/use><\/svg><\/span><p>30k graduates <\/p><\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-mini-fill\"><a class=\"wp-block-button__link has-primary-blue-color has-sector-blue-turquoise-background-color has-text-color has-background has-link-color wp-element-button\" href=\"\/en\/courses\/data-ai\/\">Discover<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-group wp-pattern-4-cards-formation__item has-sector-yellow-color has-sector-yellow-alt-2-background-color has-text-color has-background has-link-color wp-elements-777a5cfa102ca82be6bcd0e7eb908b05 has-global-padding is-layout-constrained wp-container-core-group-is-layout-01455873 wp-block-group-is-layout-constrained\" style=\"border-radius:20px;padding-top:var(--wp--preset--spacing--lg);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--lg);padding-left:var(--wp--preset--spacing--lg)\">\n<div style=\"height:8px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-beapi-icon-block is-layout-flex wp-block-icon-block-is-layout-flex\">\n<li class=\"wp-block-beapi-icon-item\"><span><svg viewBox=\"0 0 24 24\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"color:#DDFF45\" class=\"wp-block-beapi-icon-block__icon-component wp-block-beapi-icon-block__icon-component--sprite icon-download\" aria-hidden=\"true\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-download\"><\/use><\/svg><\/span><\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-38e7494a wp-block-group-is-layout-constrained\">\n<h3 class=\"wp-block-heading has-sector-yellow-color has-text-color has-link-color wp-elements-fcaa1c84c3d86778071de71fed4395f5\" id=\"h-cloud-amp-dev\" style=\"font-style:normal;font-weight:500\">Cloud &amp; Dev<\/h3>\n\n\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-17316f898c6b737c289f5e2226e53a3d\">Build fast, powerful web apps. Work with scalable databases and cloud tools used by today\u2019s top tech teams.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-white-color has-text-color has-link-color wp-elements-8662a2b1d1fdf03be297e80b558c85bd has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<ul class=\"wp-block-beapi-icon-block wp-pattern-4-cards-formation__icon-list is-vertical is-layout-flex wp-container-beapi-icon-block-is-layout-dfab5932 wp-block-icon-block-is-layout-flex\">\n<li class=\"wp-block-beapi-icon-item\"><span><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"color:#DDFF45\" class=\"wp-block-beapi-icon-block__icon-component wp-block-beapi-icon-block__icon-component--sprite icon-education\" aria-hidden=\"true\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-education\"><\/use><\/svg><\/span><p>3 courses<\/p><\/li>\n\n\n\n<li class=\"wp-block-beapi-icon-item\"><span><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"color:#DDFF45\" class=\"wp-block-beapi-icon-block__icon-component wp-block-beapi-icon-block__icon-component--sprite icon-graduation\" aria-hidden=\"true\"><use href=\"https:\/\/liora.io\/app\/themes\/liora\/dist\/icons\/sprite.svg#icon-graduation\"><\/use><\/svg><\/span><p>10k graduates<\/p><\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-mini-fill\"><a class=\"wp-block-button__link has-primary-blue-color has-sector-yellow-background-color has-text-color has-background has-link-color wp-element-button\" href=\"\/en\/courses\/cloud-dev\/\">Discover<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n\n\n<span class=\"wp-block-beapi-anchor\" aria-hidden=\"true\" id=\"anchor-faq\"><\/span>\n\n\n\n<section class=\"wp-block-group alignfull wp-pattern-2-col-faq-tabs has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group alignwide wp-pattern-2-col-faq-tabs__rows is-nowrap is-layout-flex wp-container-core-group-is-layout-9819b93b wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group wp-pattern-2-col-faq-tabs__content has-global-padding is-layout-constrained wp-container-core-group-is-layout-0d9b3749 wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading is-style-h3\" id=\"h-got-questions-find-the-answers-here\">Got questions?<br>Find the answers here<\/h2>\n\n\n\n<div class=\"wp-block-buttons wp-pattern-2-col-faq-tabs__buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-mini-fill popmake-204027\"><a class=\"wp-block-button__link wp-element-button\">Get the brochure<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-mini-outline\"><a class=\"wp-block-button__link has-primary-blue-color has-text-color has-link-color wp-element-button\" href=\"\/en\/appointment\">Apply<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group wp-pattern-2-col-faq-tabs__tabs-container has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-blockparty-tabs has-align-top-left is-style-bordered\" aria-label=\"\" role=\"tablist\">\n<ul class=\"wp-block-blockparty-tabs-nav\">\n<li class=\"wp-block-blockparty-tabs-nav-item\"><a id=\"block-tab-0-0\" role=\"tab\" aria-controls=\"block-panel-0-0\" class=\"wp-block-blockparty-tabs-nav-link\" href=\"#block-tab-0-0\"><span>Presentation<\/span><\/a><\/li>\n\n\n\n<li class=\"wp-block-blockparty-tabs-nav-item\"><a id=\"block-tab-0-1\" role=\"tab\" aria-controls=\"block-panel-0-1\" class=\"wp-block-blockparty-tabs-nav-link\" href=\"#block-tab-0-1\"><span>Modalities<\/span><\/a><\/li>\n\n\n\n<li class=\"wp-block-blockparty-tabs-nav-item\"><a id=\"block-tab-0-2\" role=\"tab\" aria-controls=\"block-panel-0-2\" class=\"wp-block-blockparty-tabs-nav-link\" href=\"#block-tab-0-2\"><span>Career outcomes<\/span><\/a><\/li>\n\n\n\n<li class=\"wp-block-blockparty-tabs-nav-item\"><a id=\"block-tab-0-3\" role=\"tab\" aria-controls=\"block-panel-0-3\" class=\"wp-block-blockparty-tabs-nav-link\" href=\"#block-tab-0-3\"><span>Support<\/span><\/a><\/li>\n<\/ul>\n\n\n\n<section class=\"wp-block-blockparty-tabs-panels\">\n<div role=\"tabpanel\" tabindex=\"0\" class=\"wp-block-blockparty-tabs-panel-item\" id=\"block-panel-0-0\" aria-labelledby=\"block-tab-0-0\"><div class=\"wp-block-blockparty-tabs-panel-item__inner\">\n<div class=\"wp-block-blockparty-faq\"><div class=\"faq__accordion\"><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>What is MLOps?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><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.<br>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><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.<br><br>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 and must be detected quickly to update the model before it becomes biased.<br><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.<br><br>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.<br>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.<br><br>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><\/div><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>What are the tasks of an MLOps Engineer?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><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.<br><br>One of his tasks is to <strong>refactor<\/strong> the Data Scientists\u2019 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.<br><br>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.<br><br>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\u2019s existing data infrastructure and optimizes it to handle Big Data in a production environment.<\/p><\/div><\/div><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>How is the curriculum structured?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><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.<br><br>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.<br>Throughout the course, you will master the following tools : Python, Git and Github, Flask, FastAPI, Docker, Kubernetes, Airflow \u2026<br><br>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.<br><br>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>.<br><br>The MLOps course is only available in the \u201cpart-time\u201d format, which requires a commitment of approximately 8 to 10 hours per week for 4 months.<br><br><a href=\"\/en\/rdv\"><u>Book an appointment now to get more information!<\/u><\/a><\/p><\/div><\/div><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>What skills will you have acquired at the end of the Machine Learning Operations?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>At the end of your training you will:<br><br>&#8211; Have learned and acquired the fundamental tools of <strong>advanced programming<\/strong><br>&#8211; Be able to <strong>build<\/strong>, <strong>deploy<\/strong> and <strong>secure<\/strong> an API<br>&#8211; Be able to <strong>manage<\/strong>, <strong>orchestrate<\/strong> and <strong>automate tasks<\/strong> within applications<br>&#8211; Be able to <strong>secure<\/strong>, <strong>monitor<\/strong>, <strong>operationalize<\/strong> and <strong>manage AI models<\/strong> used in production.<\/p><\/div><\/div><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>What is the red thread project of the training?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>Throughout your training, and as your skills are developed, <strong>you will carry out a data science project<\/strong>.<br><br>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.<br><br>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.<br><br>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.<br><br>&#8211; Ability to transmit information<br>&#8211; Know how to present and popularize your work<br>&#8211; Know how to highlight data with interactive tools (Dashboard, Streamlit, etc.)<br>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.<br><br>The project is supervised by a Liora mentor who will regularly discuss with you to ensure your progress and to guide you.<\/p><\/div><\/div><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>What about soft skills?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><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 :<br>&#8211; Oral presentations of the project, which allow developing these skills.<br>&#8211; Masterclasses dedicated to project management and results interpretation.<br>&#8211; Masterclasses on best practices in data visualization and dedicated tools.<br>You will also have the opportunity to participate in CV workshops and career coaching via Liora\u2019s career managers.<\/p><\/div><\/div><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>What is the recognition of the diploma?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><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.<br><br>As the B2B leader in Data Science training, Liora is highly regarded by companies that entrust it with the training of their teams in Data Science.<\/p><\/div><\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div role=\"tabpanel\" tabindex=\"0\" class=\"wp-block-blockparty-tabs-panel-item\" id=\"block-panel-0-1\" aria-labelledby=\"block-tab-0-1\"><div class=\"wp-block-blockparty-tabs-panel-item__inner\">\n<div class=\"wp-block-blockparty-faq\"><div class=\"faq__accordion\"><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>How does the registration process work?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>After your registration on our website, we will contact you and give you a presentation of Liora. We will discuss your background and your wishes and give you an overview of what we offer. The idea is to\u00a0<strong>align your expectations with our training courses<\/strong>.<br><br>Afterwards, we will redirect you to our\u00a0<strong>placement test<\/strong>. It will allow us to know your background and your mathematical \/ data science level.<br><br>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\u00a0<strong>educational project<\/strong>.<br><br>Once your project is confirmed, you will go through the\u00a0<strong>registration phase<\/strong>\u00a0with 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,\u00a0<a href=\"https:\/\/liora.io\/en\/application\">click here!<\/a><\/p><\/div><\/div><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>What is the training format? Can the training be taken entirely remotely?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>Liora is the only company offering hybrid training.<br><br>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.<br><br>Discover our pedagogical approach in this\u00a0<a href=\"https:\/\/www.youtube.com\/watch?v=9UIHp6DCjbU\"><u>video<\/u><\/a>.<\/p><\/div><\/div><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>Is there human and personalized support throughout the training?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><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.<br><br>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:\u00a0<strong>we won\u2019t let you down!<\/strong><br><br>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.\u00a0<strong>At Liora we are convinced that only personalized monitoring ensures quality learning!<\/strong><\/p><\/div><\/div><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>What are the course prerequisites?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>In order to integrate the MLOps training, the minimum requirement is intensive experience as a Data Scientist.<br><br>Moreover, programming is essential to the production of any Machine Learning project.<br><br>A placement test in the form of MCQs will allow us to\u00a0<strong>assess your level before you enter the course<\/strong><br>.<br>Since the terminology, documentation and online resources are mainly in English, we recommend that you are comfortable with the English language.<\/p><\/div><\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div role=\"tabpanel\" tabindex=\"0\" class=\"wp-block-blockparty-tabs-panel-item\" id=\"block-panel-0-2\" aria-labelledby=\"block-tab-0-2\"><div class=\"wp-block-blockparty-tabs-panel-item__inner\">\n<div class=\"wp-block-blockparty-faq\"><div class=\"faq__accordion\"><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>What are the remunerations that you can claim at the end? And in the medium\/long term?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>As for the Data Scientist, Data Analyst or Data Engineer, the salary that a Machine Learning Engineer can expect\u00a0<strong>varies according to his experience<\/strong>, the company that hires him and the city where he works.<br><br>On average, a\u00a0<strong>junior MLOps Engineer<\/strong>\u00a0can earn between 35 000\u20ac and 40 000\u20ac \/ year. The salary of an\u00a0<strong>expert<\/strong>\u00a0can 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><\/div><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>What is the professional integration of learners of the MLOps course?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><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!<br><br>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><\/div><\/div><\/div>\n<\/div><\/div>\n\n\n\n<div role=\"tabpanel\" tabindex=\"0\" class=\"wp-block-blockparty-tabs-panel-item\" id=\"block-panel-0-3\" aria-labelledby=\"block-tab-0-3\"><div class=\"wp-block-blockparty-tabs-panel-item__inner\">\n<div class=\"wp-block-blockparty-faq\"><div class=\"faq__accordion\"><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>Will I get help in my job search during and after my training?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>On the first day of your training, you will be presented with a platform dedicated to<strong>\u00a0career services<\/strong>, containing all the workshops essential to your job search.<br>You can access it continuously, even after the end of your training.<br>Estelle and Morgane, our career managers, are entirely dedicated to you throughout your training. It is possible to make an\u00a0<strong>individual appointment<\/strong>\u00a0with one of them to accompany you and answer your questions about your career plan.<br><br>Each month :<br><br>&#8211; A full day is organized to help you\u00a0<strong>optimize your job search<\/strong>\u00a0with 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.<br>&#8211; You will benefit from a\u00a0<strong>career workshop<\/strong>\u00a0with the intervention of a senior expert consultant.<br>&#8211; 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.<br>&#8211; Participate in an \u201c<strong>Alumni Talk<\/strong>\u201d. An alumnus speaks to share his experience of training, job search and give you tips.<br>On the other hand, concrete actions are set up to help you in your job search: the\u00a0<strong>recruitment fair<\/strong>\u00a0organized by Liora with its partner companies, organization of\u00a0<strong>webinars with data experts, communication actions to boost your visibility<\/strong>\u00a0(CV contest, DataDays, project articles published on the blog and external reference media).<br><br>Finally, you should know that a specific\u00a0<strong>Slack channel<\/strong>\u00a0has been set up for people looking for a job, on which all the information about workshops and job offers are transmitted.<br><br>To learn more about Liora\u2019s career support activities,\u00a0<a href=\"https:\/\/liora.io\/rdv-cm\">click on this link<\/a>.<\/p><\/div><\/div><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>How can I ensure my technological monitoring at the end of the training?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p><strong>Newsletters<\/strong>\u00a0developed by our data scientists are sent regularly and are a reliable source of specialized data science information.<br><br>At the same time, the Liora community continues to grow, and with it all of its alumni.<br><br>To keep in touch and allow former students to communicate with each other, Liora 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><\/div><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>The Alumni community, what does it consist of?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>The DatAlumni community is a LinkedIn community that brings together Liora 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.<br><br>This makes it possible to create strong links with the\u00a0<strong>major groups<\/strong>, which have\u00a0<strong>ensured the growth of our structure<\/strong>.<\/p><\/div><\/div><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>Who are our partner companies? How did we choose them?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>Initially, Liora 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.<br><br>Thanks to our experience with large companies, we regularly organize recruitment fairs for all our students and alumni with our partner companies.\u00a0<\/p><\/div><\/div><\/div><\/div>\n<\/div><\/div>\n<\/section>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n","protected":false},"excerpt":{"rendered":"<p>What sets this training appart Academic recognition This program grants a certificate from Panth\u00e9on-Sorbonne University, one of the world\u2019s most prestigious academic institutions. Last but not least, to validate your skills, you\u2019ll complete a final capstone project, guided and assessed by our mentors. 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