{"id":201071,"date":"2025-11-27T14:44:58","date_gmt":"2025-11-27T13:44:58","guid":{"rendered":"https:\/\/liora.io\/en\/?page_id=201071"},"modified":"2026-03-16T14:37:39","modified_gmt":"2026-03-16T13:37:39","slug":"machine-learning-engineer","status":"publish","type":"page","link":"https:\/\/liora.io\/en\/courses\/data-ai\/machine-learning-engineer","title":{"rendered":"Machine Learning Engineer"},"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-2182047961.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\">Machine Learning Engineer 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\">Learn to build, deploy, and scale AI solutions using Python, Scikit-learn, TensorFlow, PySpark, MLflow, Docker, and Kubernetes.<\/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: 5,5 months<\/li><li class=\"wp-block-liora-blocks-hero-single-training-program__list-item\">Part-time: 15 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-204021\">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><li class=\"swiper-slide\"><figure><img decoding=\"async\" width=\"108\" height=\"108\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/11\/aws-training-partner-badge-logo.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-204021\"><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-204283\" 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-202311\" 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-202178\" 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-202376\" 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-201397\">\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\">Python 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>Programming<\/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>NumPy<\/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>Pandas<\/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-201397\">\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-201399\">\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\">Data Visualisation<\/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>Matplotlib<\/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>Seaborn<\/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>Plotly (optional)<\/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-201399\">\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 wp-block-liora-blocks-carousel-program__card--dark pum-trigger popmake-201736\">\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\">Certification<\/span><h3 class=\"wp-block-liora-blocks-carousel-program__card-title\">AWS Cloud Practitioner<\/h3><img decoding=\"async\" width=\"50\" height=\"30\" src=\"https:\/\/liora.io\/app\/uploads\/sites\/9\/2025\/12\/aws-logo-white-small.svg\" class=\"wp-block-liora-blocks-carousel-program__card-logo\" alt=\"\" data-location=\"\" \/>\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>AWS Fundamentals<\/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>Security and Responsibility<\/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>Billing and Support<\/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-201736\">\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-201401\">\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\">Programming Tools<\/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>Git<\/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>GitHub<\/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 Tests<\/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>Linux System and Bash Script<\/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-201401\">\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-201409\">\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\">Machine Learning<\/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>Classification Models and Algorithms<\/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>Clustering Methods<\/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>Regression Methods<\/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-201409\">\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-201411\">\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 5<\/span><h3 class=\"wp-block-liora-blocks-carousel-program__card-title\">Advanced Machine Learning<\/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>Time Series with Statsmodels<\/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>Anomaly Detection<\/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>Size Reduction Methods<\/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-201411\">\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-201414\">\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 6<\/span><h3 class=\"wp-block-liora-blocks-carousel-program__card-title\">Applied Machine Learning<\/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>Text Mining<\/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>Webscraping<\/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>Ethics &amp; Interpretability<\/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-201414\">\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-201419\">\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 7<\/span><h3 class=\"wp-block-liora-blocks-carousel-program__card-title\">Complex Models<\/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>Recommender Systems<\/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>Reinforcement Learning<\/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>Graph Theory<\/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-201419\">\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-201422\">\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 8<\/span><h3 class=\"wp-block-liora-blocks-carousel-program__card-title\">Deep Learning 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>Dense Networks<\/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>Convolution Networks<\/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>TensorFlow<\/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-201422\">\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-201424\">\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 9<\/span><h3 class=\"wp-block-liora-blocks-carousel-program__card-title\">Data Engineering<\/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>SQL<\/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>API<\/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>PySpark<\/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-201424\">\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-201426\">\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 10<\/span><h3 class=\"wp-block-liora-blocks-carousel-program__card-title\">MLOps<\/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>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>Docker<\/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-201426\">\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-201431\">\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 11<\/span><h3 class=\"wp-block-liora-blocks-carousel-program__card-title\">Linux &amp; Bash<\/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-201431\">\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-201437\">\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 12<\/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>Jenkins<\/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>\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-201437\">\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-201450\">\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 13<\/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-201450\">\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-201454\">\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 14<\/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 &amp; 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-201454\">\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-d9484bab72672708166a046db24f8f51\">This program grants a certificate from Panth\u00e9on-Sorbonne University, one of the world\u2019s most prestigious academic institutions. You&#8217;ll also prepare for an official AWS certification exam. 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<p class=\"is-style-small has-grey-50-color has-text-color has-link-color has-default-font-size wp-elements-6fad3bffefdf447a21c00385556b19ae\"><\/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-201756 popmake-201756\"><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-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 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=\"84.1\">84.1<\/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-job-placement-rate\">Job placement rate<\/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=\"97.4\">97.4<\/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\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignfull 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\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/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-204021\"><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 a Machine Learning Engineer? Definition<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>The Machine Learning Engineer appeared with the evolution of needs and missions given to Data Science teams. Professional experts in the data world have faced a demand for technical knowledge related to model training collaboration. Companies are therefore facing growing needs for automation and deployment of predictive models on the cloud.<br><br>Organizations, companies, public sectors and associations increasingly need to provide their customers, partners or public with predictive models based on Machine Learning.<br><br>The objective of the Machine Learning Engineer is to take a prediction model based on Machine Learning, to condition it (thanks to APIs and containers), to test it (with unit tests) and to set up its deployment on a Kubernetes cluster.<br><br>The Machine Learning Engineer is a versatile expert who occupies a major place in Data Science teams.<br><br>So don\u2019t hesitate any longer and join our expert course!<\/p><\/div><\/div><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>What are the missions of the Machine Learning Engineer?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>The Machine Learning Engineer shares common missions with the Data Scientist. Like him, he develops Machine Learning algorithms in order to solve classification and recommendation problems, but the Machine Learning Engineer can deploy these models, for example, on the Cloud.<br><br>A Machine Learning Engineer can evolve in many sectors. He will notably work on anomaly detection, fraud detection, search ranking, text\/sentiment classification, spam detection and many other aspects of Machine Learning.<br><br>A Machine Learning Engineer is also responsible for guiding the use of technologies, data and Machine Learning.<br><br>The missions are thus diverse and varied. In particular, he applies software development practices and standards in order to develop robust and long-lasting solutions. To do this, he must maintain an active role in each part of the development life cycle of Machine Learning-based solutions. It is also necessary for him to guide non-technical teams in understanding best practices to guide the development of these solutions.<br><br>Here are some missions of the Machine Learning Engineer:<br><br>&#8211; Put Machine and Deep Learning algorithms into production;<br>&#8211; Master the techniques of manipulation and pre-processing of data;<br>&#8211; Develop APIs;<br>&#8211; Automate the training of predictive models and deployment on the Cloud (containerization).<\/p><\/div><\/div><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>How is the course constructed? Who created it? What is the hourly volume?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>The course is based on sequences themselves divided into modules that allow you to master the skills deemed necessary for the profession of Machine Learning Engineer.<br><br>Thanks to our studies with our DataBoss, Alumni etc. communities, our data science experts have been able to build a course that precisely meets the skills sought by recruiters.<br><br>Thus, throughout the training, you will master the following tools: Python, Git and Github, Flask, FastAPI, Docker, Kubernetes, Airflow\u2026<br><br>For a total hourly volume of 550 hours of training, 85% of your training takes place on a personalized coaching platform while the remaining 15% is in the form of a masterclass where an experienced teacher leads a course and answers all your questions.<br><br>Beyond the platform and the masterclasses, you will work on a common thread project which will confirm the skills acquired and thus allow you to be directly operational.<br><br>The Machine Learning Engineer training is available in the \u201ccontinuing education\u201d format which requires an involvement of 10 hours per week for 13 months. Make an appointment to find out more<\/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 Engineer training?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>At the end of your training you will know:<br>&#8211; Prepare data, set up a data analysis strategy and master Python programming;<br>&#8211; Train predictive Machine Learning models and automate the updating of these models;<br>&#8211; Manipulate neural networks and implement Computer Vision or Natural Language Processing algorithms;<br>&#8211; Exploit artificial intelligence models in a production context;<br>&#8211; Implement a classic Machine Learning algorithm and use it on text data<br>&#8211; Deploy models on cloud solutions;<br>&#8211; Build Data Visualizations allowing the valuation of results.<\/p><\/div><\/div><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>What is the common thread project?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p><strong>Throughout your training, and as your skills are developed, you will lead a project for an artificial intelligence solution.<\/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 to <strong>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 <strong>quality of the training<\/strong> and the knowledge acquired at the end of the Machine Learning Engineer 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>In short, it is a project that will require a real investment: <strong>at least a third of your time spent on training will be on this project<\/strong>.<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 in all of this?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>According to the data managers of the largest CAC 40 groups, knowing how to communicate both orally and in writing is more important than mastering the core business of the company for a Data Scientist and therefore for a Machine Learning Engineer.<br><br>We have therefore taken this into account in our curriculum which also emphasizes Soft Skills with:<br>&#8211; The written and oral defenses of the project, which allow these skills to be developed.<br>&#8211; Masterclasses <strong>dedicated to project management<\/strong> and the interpretation of results.<br>&#8211; Masterclasses on best practices in \u201cdata visualization\u201d and on dedicated tools.<br> <br>You will also have the opportunity to <strong>participate in CV workshops<\/strong> and <strong>career coaching<\/strong> via careers managers and the Liora HR team.<\/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>French leader in Data Science training, Liora enjoys a great reputation among companies who entrust it with the data science training of their teams. This confidence has forged the recognition of his diplomas.<\/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 available throughout the training?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>Obviously ! <strong>And who better to provide support than our teachers<\/strong> , who also designed the program. They are available and attentive to any questions, whether theoretical or practical. <br><br>They <strong>also follow the progress of learners closely<\/strong> so that everyone is neither neglected nor demotivated. Each disconnection of a certain duration will be communicated to your cohort manager who will then hear from you so as not to leave you in difficulty!<br><br>Finally, our papers, exams and defenses are also corrected by hand by our panel of qualified teachers: <strong>everything is done so that everyone can progress effectively at their own pace<\/strong>. <strong>At Liora we are convinced that only personalized monitoring ensures quality learning!<\/strong><\/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>What are the prerequisites for taking such a course? And why do they exist?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>In order to participate in the Machine Learning Engineer course, you should have a good knowledge of mathematics or statistics, which can be demonstrated by a bachelor\u2019s degree, for example.<br>These prerequisites exist because although the training is centered on data science, and not mathematics, these are necessary for a good understanding of the logical principles of the concepts covered.Furthermore, programming is essential for the development and production of any machine learning project. For this, a certain level of programming knowledge is an advantage. Since the terminology, documentation and online resources are in English, you should speak at least a B1 level English.<\/p><\/div><\/div><div class=\"faq__item\"><h3 class=\"faq__title\"><button class=\"faq__trigger\" aria-expanded=\"false\"><span>How is the registration for the training carried out?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>After your registration on the site, we contact you for the first time for a presentation of what Liora is, what we can offer you but also your background and your wishes. <strong>The idea is to align your expectations from that moment with our training courses.<\/strong><br><br><a href=\"\/en\/rdv\">You can of course also make an appointment directly by clicking here<\/a> ! <br><br>Then we redirect you to a <strong>technical positioning test<\/strong> that <strong>we use to know what bases you are starting with<\/strong> . These are essentially mathematical questions dealing mainly with basic notions (L1\/L2 level) in probability, statistics, analysis and algebra.<br><br>Once this test has been passed, 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 educational project.<br><br>Once your project is confirmed, you go <strong>to the registration phase<\/strong> with our teams who will take care of initiating your <strong>Machine Learning Engineer<\/strong> training and setting it up with you in all its aspects.<\/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 to which a Machine Learning Engineer can claim varies according to his experience, the company that hires him and the city of exercise of his professional activity.<br><br>On average, a <strong>Junior Machine Learning Engineer<\/strong> can earn between <strong>\u20ac35,000 and \u20ac40,000\/year<\/strong> . The <strong>salary of an expert<\/strong> can go <strong>up to 60,000\u20ac\/year<\/strong> . The average salary in France is \u20ac40,000 per year, while it can exceed one hundred thousand euros 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 Machine Learning Engineer course?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>The demand for work and therefore the job offer in AI and in particular in Machine Learning Engineering is booming. The Machine Learning labor market is even currently in short supply. Companies are becoming more and more aware of the added value of Machine Learning to take full and more effective advantage of their data and are struggling to find the right profiles. This opens the doors even more to candidates and puts upward pressure on salaries!<br><br>Today there are hardly any sectors that do not compete for talent. The applications of Machine Learning affect the fields of education as well as health, industry, IT, etc. Moreover, they are as varied as the data itself: image and speech recognition, customer knowledge, 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>Is there human and personalized support available throughout the training?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>Obviously ! <strong>And who better to provide support than our teachers<\/strong> , who also designed the program. They are available and attentive to any questions, whether theoretical or practical. <br><br>They <strong>also follow the progress of learners closely<\/strong> so that everyone is neither neglected nor demotivated. Each disconnection of a certain duration will be communicated to your cohort manager who will then hear from you so as not to leave you in difficulty!<br><br>Finally, our papers, exams and defenses are also corrected by hand by our panel of qualified teachers: <strong>everything is done so that everyone can progress effectively at their own pace<\/strong>. <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>Am I helped in my job search after my training?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p>On the first day of your entry into training, a platform dedicated to career services containing all the workshops essential to your job search will be presented to you.<br>You can access it continuously, even after the end of your training.<br>Estelle and Vincent, our career managers, are entirely dedicated to you throughout your training. It is possible to<strong> make an appointment individually<\/strong> with one of them in order to accompany you and answer any questions you may have about your career plan.<br><br>In addition to this, career workshops are organized every month:<br><br>&#8211; A workshop to help you write a good CV and data-oriented LinkedIn<br>&#8211; A workshop to help you strategize your job search with different topics on presentation, career change, salary negotiation and technical test training.<br><br>In addition to these subjects, there are other workshops to be defined according to individual needs. On the other hand, concrete actions are implemented to support you in your job search: <strong>recruitment <\/strong>fair organized by Liora with its partner companies, <strong>organization of Webinars<\/strong> with data experts, communication actions to boost your visibility (CV competition, DataDays, project articles published on the blog and external reference media).<br><br>To find out about all of Liora\u2019s career support actions, click on this link.<\/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 watch at the end of the training?<\/span><\/button><\/h3><div class=\"faq__panel\" role=\"region\"><p><strong>Beta tests<\/strong> are available for our alumni in order to <strong>gain data knowledge<\/strong> even after the end of the training. <br><br>In parallel, <strong>newsletters drawn up by our data scientists<\/strong> are regularly sent and are a reliable source of specialized information in data science. <br><br>Finally, the <strong>Liora community<\/strong> continues to grow, and with it all of its alumni. To keep in touch and allow former students to communicate with each other, Liora has set up <strong>a  <a href=\"https:\/\/www.linkedin.com\/groups\/13606280\/\" target=\"_blank\" rel=\"noreferrer noopener\">group of alumni on LinkedIn<\/a> <\/strong> who 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><strong>The  <a href=\"https:\/\/www.linkedin.com\/groups\/13606280\/\" target=\"_blank\" rel=\"noreferrer noopener\">DatAlumni community<\/a>  is a  <a href=\"https:\/\/www.linkedin.com\/groups\/13606280\/\" target=\"_blank\" rel=\"noreferrer noopener\">LinkedIn community<\/a>  that brings together Liora alumni. On this page, questions, tips and technology news are shared for everyone\u2019s benefit. <\/strong><br><br>In addition to this, Liora will launch in the coming weeks a <strong>trombinoscope<\/strong> which will put alumni in contact, this one will include the company and the position of each one.<\/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 <strong>the data transition of companies<\/strong> . This has made it possible to create strong links between the <strong>major groups<\/strong> which have <strong>ensured the growth of our structure<\/strong>.<br> <br>Subsequently, they are the ones who motivated the launch of our offer to individuals in order to compensate for the lack of competent profiles. This need for good profiles is reflected in the survey we conducted among <strong>30 CAC 40 groups<\/strong> . Even if they had tight budget constraints, only 4% believe they would downsize their data scientist workforce; by comparison, 28% would still seek to increase their number by more than 20%<br><br>On the strength of our past with large companies, we then signed <strong>partnerships linked to the hiring of our alumni<\/strong> . <a href=\"https:\/\/datascientest.com\/en\">All the<\/a> partner companies undertake to <strong>include all our students at the end of their training in their recruitment process<\/strong> : this, coupled with help with CVs and interviews, means that you will be in pole position to land the job of your dreams!<br><br>With our experience with large companies, we regularly organize <strong>recruitment fairs<\/strong> with our partner companies, addressed to all our students and alumni.<\/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. You&#8217;ll also prepare for an official AWS certification exam. Last but not least, to validate your skills, you\u2019ll complete a final capstone project, guided and assessed by our mentors. Key figures Job [&hellip;]<\/p>\n","protected":false},"author":55,"featured_media":202906,"parent":200289,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-without-title","meta":{"_acf_changed":false,"editor_notices":[],"footnotes":""},"class_list":["post-201071","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/liora.io\/en\/wp-json\/wp\/v2\/pages\/201071","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/liora.io\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/liora.io\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/liora.io\/en\/wp-json\/wp\/v2\/users\/55"}],"replies":[{"embeddable":true,"href":"https:\/\/liora.io\/en\/wp-json\/wp\/v2\/comments?post=201071"}],"version-history":[{"count":5,"href":"https:\/\/liora.io\/en\/wp-json\/wp\/v2\/pages\/201071\/revisions"}],"predecessor-version":[{"id":208458,"href":"https:\/\/liora.io\/en\/wp-json\/wp\/v2\/pages\/201071\/revisions\/208458"}],"up":[{"embeddable":true,"href":"https:\/\/liora.io\/en\/wp-json\/wp\/v2\/pages\/200289"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/liora.io\/en\/wp-json\/wp\/v2\/media\/202906"}],"wp:attachment":[{"href":"https:\/\/liora.io\/en\/wp-json\/wp\/v2\/media?parent=201071"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}