{"id":18360,"date":"2026-06-12T11:29:25","date_gmt":"2026-06-12T09:29:25","guid":{"rendered":"https:\/\/www.3il-ingenieurs.fr\/?page_id=18360"},"modified":"2026-10-01T14:24:38","modified_gmt":"2026-10-01T12:24:38","slug":"ailab-artificial-intelligence-data-science-and-intelligent-systems","status":"publish","type":"page","link":"https:\/\/www.3il-ingenieurs.fr\/en\/ailab-artificial-intelligence-data-science-and-intelligent-systems\/","title":{"rendered":"AILab: artificial intelligence, data science and intelligent systems"},"content":{"rendered":"\n<div class=\"wp-block-cover is-style-default alignfull\"><img decoding=\"async\" width=\"2048\" height=\"1260\" class=\"wp-block-cover__image-background wp-image-18318 size-full\" alt=\"ailab-3il-ingenieurs-limoges\" src=\"https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/ai-machine-learning-enabling-computers-replicate-human-brain-functioning-self-learning-algorithms-based-data-mining-pattern-recognition-used-solve-complex-tasks-3d-render-animation-scaled.jpg\" style=\"object-position:56% 41%\" data-object-fit=\"cover\" data-object-position=\"56% 41%\" srcset=\"https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/ai-machine-learning-enabling-computers-replicate-human-brain-functioning-self-learning-algorithms-based-data-mining-pattern-recognition-used-solve-complex-tasks-3d-render-animation-scaled.jpg 2048w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/ai-machine-learning-enabling-computers-replicate-human-brain-functioning-self-learning-algorithms-based-data-mining-pattern-recognition-used-solve-complex-tasks-3d-render-animation-300x185.jpg 300w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/ai-machine-learning-enabling-computers-replicate-human-brain-functioning-self-learning-algorithms-based-data-mining-pattern-recognition-used-solve-complex-tasks-3d-render-animation-1024x630.jpg 1024w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/ai-machine-learning-enabling-computers-replicate-human-brain-functioning-self-learning-algorithms-based-data-mining-pattern-recognition-used-solve-complex-tasks-3d-render-animation-768x473.jpg 768w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/ai-machine-learning-enabling-computers-replicate-human-brain-functioning-self-learning-algorithms-based-data-mining-pattern-recognition-used-solve-complex-tasks-3d-render-animation-1536x945.jpg 1536w\" sizes=\"(max-width: 2048px) 100vw, 2048px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-100 has-background-dim wp-block-cover__gradient-background has-background-gradient has-dark-blue-to-top-gradient-background\"><\/span><div class=\"wp-block-cover__inner-container has-global-padding is-layout-constrained wp-block-cover-is-layout-constrained\">\n<div class=\"wp-block-group alignmedium is-nowrap is-layout-flex wp-container-core-group-is-layout-9ca9de9f wp-block-group-is-layout-flex\" style=\"padding-top:0;padding-bottom:0\"><div class=\"wp-block-wpseopress-breadcrumbs alignmedium\"><nav  aria-label=\"breadcrumb\"><ol class=\"breadcrumb\"><li class=\"breadcrumb-item active\" aria-current=\"page\"><span>Home<\/span><\/li><\/ol><\/nav><\/div><\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<h1 class=\"wp-block-heading is-style-h1 alignmedium is-style-h1--1\">AILab: artificial intelligence, data science and intelligent systems<\/h1>\n\n\n\n<div class=\"wp-block-group is-style-default alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--normal);padding-bottom:var(--wp--preset--spacing--normal)\">\n<p class=\"is-style-chapo alignmedium is-style-chapo--2 wp-block-paragraph\">What if you really understood what lies behind AI?<\/p>\n\n\n\n<p class=\"alignmedium wp-block-paragraph\">You\u2019re probably already using artificial intelligence tools in your daily life, without necessarily knowing how they actually work. And that\u2019s precisely the question you should be asking yourself: how does a system learn from data? How do we know if a model is reliable? What are its limitations?<\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--medium);padding-bottom:0\">\n<p class=\"wp-block-paragraph\">The AILab at 3iL Ing\u00e9nieurs is an educational platform dedicated to artificial intelligence, data science, machine learning and intelligent systems. Here, you\u2019ll gain hands-on experience with the methods, tools and infrastructure that are currently transforming the IT sector. Here, AI is not presented as an abstract or merely impressive technology in its own right: you\u2019ll learn to understand data, choose a model, train an algorithm, evaluate its results, identify its limitations, deploy a solution and measure its real-world impact.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-style-default alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:0;padding-bottom:var(--wp--preset--spacing--medium)\">\n<div class=\"wp-block-group is-style-default alignmedium is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-style-small-gap is-columns-reverse-mobile js-animate alignfull is-layout-flex wp-container-core-columns-is-layout-f15824f9 wp-block-columns-is-layout-flex is-style-small-gap--3\" data-animate-items=\".wp-block-column\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<h2 id=\"learning-to-do-not-only-using\" class=\"wp-block-heading is-style-h2 alignmedium is-style-h2--4\">Learning to do, not only using<\/h2>\n\n\n\n<p class=\"alignmedium wp-block-paragraph\">Machine learning is based on an idea that seems simple on the face of it: enabling a system to learn from data. But in practice, building a reliable model requires a great deal of rigour, and that is precisely what you will develop here.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You will learn how to collect data, clean it, prepare it, choose relevant variables, select an algorithm, train a model, and then measure its performance and interpret its results. You will also discover a fact that is often overlooked: the quality of an AI system depends as much on the data as on the model used.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You will develop practical projects, compare different approaches, and understand the trade-offs between accuracy, robustness, computational cost, explainability and ease of deployment.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full is-style-rounded-light is-style-rounded-light--5\"><img decoding=\"async\" width=\"2048\" height=\"1365\" src=\"https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/close-up-programmer-data-center-using-ai-powered-tech-run-simulations-scaled.jpg\" alt=\"intelligence-artificielle-machine-learning\" class=\"wp-image-18317\" style=\"object-fit:cover;object-position:15% 44%\" role=\"none\" srcset=\"https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/close-up-programmer-data-center-using-ai-powered-tech-run-simulations-scaled.jpg 2048w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/close-up-programmer-data-center-using-ai-powered-tech-run-simulations-300x200.jpg 300w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/close-up-programmer-data-center-using-ai-powered-tech-run-simulations-768x512.jpg 768w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/close-up-programmer-data-center-using-ai-powered-tech-run-simulations-1024x683.jpg 1024w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/close-up-programmer-data-center-using-ai-powered-tech-run-simulations-1536x1024.jpg 1536w\" sizes=\"(max-width: 2048px) 100vw, 2048px\" \/><figcaption class=\"wp-element-caption\">intelligence-artificielle-machine-learning<\/figcaption><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"background-image:url(&apos;https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/05\/blob_lines.svg&apos;);background-size:cover;\" class=\"wp-block-group has-primary-background-color has-background alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 id=\"giving-meaning-to-data-before-talking-about-ai\" class=\"wp-block-heading is-style-h2 has-white-pure-color has-text-color has-link-color wp-elements-1 is-style-h2--6\">Giving meaning to data, before talking about AI<\/h2>\n\n\n\n<p class=\"has-white-pure-color has-text-color has-link-color wp-elements-2 wp-block-paragraph\">Even before we talk about artificial intelligence, it is essential to know how to explore, structure and understand the available data. This is the role of data science, and you will practise it here using Python environments and tools designed for data analysis.<\/p>\n\n\n\n<p class=\"has-white-pure-color has-text-color has-link-color wp-elements-3 wp-block-paragraph\">You\u2019ll learn how to manipulate datasets, produce visualisations, spot trends, identify anomalies and build predictive models. These skills aren\u2019t limited to any one sector: healthcare, industry, finance, transport, energy, cybersecurity, the environment, marketing or applied research. This will enable you to transform raw data into genuinely actionable insights, whatever field you go on to work in.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:0;padding-bottom:var(--wp--preset--spacing--medium)\">\n<div class=\"wp-block-group is-style-default alignmedium is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-style-small-gap js-animate alignfull is-layout-flex wp-container-core-columns-is-layout-f15824f9 wp-block-columns-is-layout-flex is-style-small-gap--7\" data-animate-items=\".wp-block-column\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full is-style-rounded-light is-style-rounded-light--8\"><img decoding=\"async\" width=\"2048\" height=\"1366\" src=\"https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/pink-nerve-network-banner-digital-healthcare-scaled.jpg\" alt=\"deep-learning-reseau-neurones-artificiels\" class=\"wp-image-18321\" style=\"object-fit:cover\" role=\"none\" srcset=\"https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/pink-nerve-network-banner-digital-healthcare-scaled.jpg 2048w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/pink-nerve-network-banner-digital-healthcare-300x200.jpg 300w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/pink-nerve-network-banner-digital-healthcare-1024x683.jpg 1024w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/pink-nerve-network-banner-digital-healthcare-768x512.jpg 768w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/pink-nerve-network-banner-digital-healthcare-1536x1024.jpg 1536w\" sizes=\"(max-width: 2048px) 100vw, 2048px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<h2 id=\"deep-learning-computing-power-at-your-fingertips\" class=\"wp-block-heading is-style-h2 alignmedium is-style-h2--9\">Deep learning: computing power at your fingertips<\/h2>\n\n\n\n<p class=\"alignmedium wp-block-paragraph\">Here you have access to high-quality resources: GPUs, embedded AI boards, deep learning frameworks and computing power that can be harnessed for your projects. This enables you to tackle challenging topics such as computer vision, natural language processing, classification, detection, signal generation and signal analysis.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Deep learning requires suitable hardware resources and a sound understanding of model architectures. You\u2019ll discover the constraints associated with training: computation time, dataset size, overfitting, hyperparameter selection, resource consumption and performance evaluation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The aim isn\u2019t simply to run an existing model: it\u2019s to understand what you\u2019re doing, why you\u2019re doing it, and how to verify that the result obtained is genuinely relevant.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-white-pure-color has-primary-background-color has-text-color has-background has-link-color alignfull wp-elements-4 has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:0;padding-bottom:var(--wp--preset--spacing--medium);background-image:url(&apos;https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/05\/blob_lines_complete.svg&apos;);background-size:cover;\">\n<div class=\"wp-block-group is-style-default alignmedium is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-style-small-gap is-columns-reverse-mobile js-animate alignfull is-layout-flex wp-container-core-columns-is-layout-f15824f9 wp-block-columns-is-layout-flex is-style-small-gap--10\" data-animate-items=\".wp-block-column\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<h2 id=\"practical-projects-not-theoretical-exercises\" class=\"wp-block-heading is-style-h2 alignmedium is-style-h2--11\">Practical projects, not theoretical exercises<\/h2>\n\n\n\n<p class=\"alignmedium wp-block-paragraph\">The AILab is designed to support real-world projects. Here, you can experiment with practical use cases: image classification, text analysis, anomaly detection, recommendation systems, prediction, signal processing, conversational agents, computer vision and intelligent automation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This project-based approach is essential, because AI only truly comes into its own when it meets a real need. A model may be technically effective, but it is completely useless if it is not suited to the context, incomprehensible to its users, or impossible to deploy correctly.<\/p>\n\n\n\n<p class=\"alignmedium wp-block-paragraph\">You will therefore work just like a future engineer: starting with a problem, understanding the data, building a solution, testing, measuring, improving and presenting your results.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full is-style-rounded-light is-style-rounded-light--12\"><img decoding=\"async\" width=\"2048\" height=\"1365\" src=\"https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/representation-user-experience-interface-design-scaled.jpg\" alt=\"Des projets concrets, pas des exercices th\u00e9oriques\" class=\"wp-image-18325\" style=\"object-fit:cover\" role=\"none\" srcset=\"https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/representation-user-experience-interface-design-scaled.jpg 2048w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/representation-user-experience-interface-design-300x200.jpg 300w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/representation-user-experience-interface-design-768x512.jpg 768w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/representation-user-experience-interface-design-1024x683.jpg 1024w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/representation-user-experience-interface-design-1536x1024.jpg 1536w\" sizes=\"(max-width: 2048px) 100vw, 2048px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:0;padding-bottom:var(--wp--preset--spacing--medium)\">\n<div class=\"wp-block-group is-style-default alignmedium is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-style-small-gap js-animate alignfull is-layout-flex wp-container-core-columns-is-layout-f15824f9 wp-block-columns-is-layout-flex is-style-small-gap--13\" data-animate-items=\".wp-block-column\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full is-style-rounded-light is-style-rounded-light--14\"><img decoding=\"async\" width=\"2048\" height=\"1366\" src=\"https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/two-creative-designers-working-project-together-sharing-new-ideas-workplace-business-team-work-concept-scaled.jpg\" alt=\"Club IA, hackathon et projets libres\" class=\"wp-image-18329\" style=\"object-fit:cover\" srcset=\"https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/two-creative-designers-working-project-together-sharing-new-ideas-workplace-business-team-work-concept-scaled.jpg 2048w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/two-creative-designers-working-project-together-sharing-new-ideas-workplace-business-team-work-concept-300x200.jpg 300w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/two-creative-designers-working-project-together-sharing-new-ideas-workplace-business-team-work-concept-1024x683.jpg 1024w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/two-creative-designers-working-project-together-sharing-new-ideas-workplace-business-team-work-concept-768x512.jpg 768w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/two-creative-designers-working-project-together-sharing-new-ideas-workplace-business-team-work-concept-1536x1025.jpg 1536w\" sizes=\"(max-width: 2048px) 100vw, 2048px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<h2 id=\"ai-club-hackathons-and-independent-projects\" class=\"wp-block-heading is-style-h2 alignmedium is-style-h2--15\">AI Club, hackathons and independent projects<\/h2>\n\n\n\n<p class=\"alignmedium wp-block-paragraph\">The AILab isn\u2019t limited to supervised teaching. You can also extend the experience through independent projects, an AI club and an annual hackathon.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These formats allow you to go further, test your own ideas, work in a team and tackle open-ended problems. You\u2019ll develop technical skills, as well as your creativity, time management, communication skills and your ability to quickly produce a working prototype.<\/p>\n\n\n\n<p class=\"alignmedium wp-block-paragraph\">Hackathons are particularly well-suited to AI: they allow you to experiment, compare different approaches and turn an idea into a working prototype.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-white-background-color has-background alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:0;padding-bottom:var(--wp--preset--spacing--medium)\">\n<div class=\"wp-block-group is-style-default alignmedium is-layout-flow wp-block-group-is-layout-flow\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-style-small-gap js-animate alignfull is-layout-flex wp-container-core-columns-is-layout-f15824f9 wp-block-columns-is-layout-flex is-style-small-gap--16\" data-animate-items=\".wp-block-column\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<h2 id=\"skills-that-companies-are-already-looking-for\" class=\"wp-block-heading is-style-h2 alignmedium is-style-h2--17\">Skills that companies are already looking for<\/h2>\n\n\n\n<p class=\"alignmedium wp-block-paragraph\">The skills you develop at AILab are currently in high demand: data science, machine learning, deep learning, Python, data processing, embedded AI, LLMs, model deployment, evaluation, visualisation, and an understanding of the ethical considerations surrounding AI.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These skills can prepare you for careers such as A<strong>I engineer, data scientist, machine learning engineer, R&amp;D engineer, AI developer, computer vision engineer, data engineer or innovation project manager.<\/strong><\/p>\n\n\n\n<p class=\"alignmedium wp-block-paragraph\">But the value of AILab extends beyond specialised AI roles. <strong>In the future, most computer science engineers will need to understand artificial intelligence, even if they do not specialise in it. Knowing how to evaluate a tool, integrate a model or identify the limitations of a solution: this is a cross-disciplinary skill that you will develop here, whatever your career plans may be.<\/strong><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image aligncenter size-full is-style-rounded-light is-style-rounded-light--18\"><img decoding=\"async\" width=\"2048\" height=\"1152\" src=\"https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/female-investigator-examining-case-files-scaled.jpg\" alt=\"ai-lab-competences\" class=\"wp-image-18332\" style=\"object-fit:cover\" srcset=\"https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/female-investigator-examining-case-files-scaled.jpg 2048w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/female-investigator-examining-case-files-300x169.jpg 300w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/female-investigator-examining-case-files-1024x576.jpg 1024w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/female-investigator-examining-case-files-768x432.jpg 768w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/female-investigator-examining-case-files-1536x864.jpg 1536w\" sizes=\"(max-width: 2048px) 100vw, 2048px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-secondary-background-color has-background alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--large);padding-bottom:var(--wp--preset--spacing--large)\">\n<figure class=\"wp-block-gallery has-nested-images columns-5 is-cropped alignfull wp-block-gallery-26 is-layout-flex wp-block-gallery-is-layout-flex is-layout-carousel\">\n<figure class=\"wp-block-image size-full is-style-rounded-light is-style-rounded-light--19\"><img decoding=\"async\" width=\"2048\" height=\"1260\" data-id=\"18318\" src=\"https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/ai-machine-learning-enabling-computers-replicate-human-brain-functioning-self-learning-algorithms-based-data-mining-pattern-recognition-used-solve-complex-tasks-3d-render-animation-scaled.jpg\" alt=\"ailab-3il-ingenieurs-limoges\" class=\"wp-image-18318\" srcset=\"https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/ai-machine-learning-enabling-computers-replicate-human-brain-functioning-self-learning-algorithms-based-data-mining-pattern-recognition-used-solve-complex-tasks-3d-render-animation-scaled.jpg 2048w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/ai-machine-learning-enabling-computers-replicate-human-brain-functioning-self-learning-algorithms-based-data-mining-pattern-recognition-used-solve-complex-tasks-3d-render-animation-300x185.jpg 300w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/ai-machine-learning-enabling-computers-replicate-human-brain-functioning-self-learning-algorithms-based-data-mining-pattern-recognition-used-solve-complex-tasks-3d-render-animation-1024x630.jpg 1024w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/ai-machine-learning-enabling-computers-replicate-human-brain-functioning-self-learning-algorithms-based-data-mining-pattern-recognition-used-solve-complex-tasks-3d-render-animation-768x473.jpg 768w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/ai-machine-learning-enabling-computers-replicate-human-brain-functioning-self-learning-algorithms-based-data-mining-pattern-recognition-used-solve-complex-tasks-3d-render-animation-1536x945.jpg 1536w\" sizes=\"(max-width: 2048px) 100vw, 2048px\" \/><figcaption class=\"wp-element-caption\">ailab-3il-ingenieurs-limoges<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full 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srcset=\"https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/metiers_3il-scaled.jpg 2048w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/metiers_3il-300x200.jpg 300w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/metiers_3il-767x511.jpg 767w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/metiers_3il-1024x683.jpg 1024w, https:\/\/www.3il-ingenieurs.fr\/wp-content\/uploads\/2026\/09\/metiers_3il-1536x1024.jpg 1536w\" sizes=\"(max-width: 2048px) 100vw, 2048px\" \/><\/figure>\n<\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-group has-white-background-color has-background alignfull has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns alignmedium is-layout-flex wp-container-core-columns-is-layout-8d39b2df wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p class=\"is-style-default has-secondary-color has-text-color has-link-color wp-elements-5 wp-block-paragraph\"><strong>FAQ<\/strong><\/p>\n\n\n\n<h2 id=\"your-questions-our-answers\" class=\"wp-block-heading is-style-h2 is-style-h2--27\">Your questions, our answers<\/h2>\n\n\n\n<div class=\"wp-block-group alignfull is-nowrap is-layout-flex wp-container-core-group-is-layout-c1cdd849 wp-block-group-is-layout-flex\" style=\"padding-top:var(--wp--preset--spacing--small);padding-bottom:var(--wp--preset--spacing--small)\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<div class=\"js-pit-accordions wp-block-pit-accordions\">\n\t\n\n<div class=\"has-background has-white-pure-background-color wp-block-pit-accordion\">\n\t<p class=\"wp-block-pit-accordion-title\">\t<button type=\"button\" class=\"wp-block-pit-accordion-button\" data-pit-toggle=\"button\" aria-expanded=\"false\" aria-controls=\"pit-accordion-28\">\n\t\t<strong>What is AILab used for?<\/strong>\t<\/button>\n\t<\/p>\t<div id=\"pit-accordion-28\" class=\"wp-block-pit-accordion-content is-layout-flow\" data-pit-toggle=\"content\" data-pit-toggle-hide=\"inert\" inert>\n\t\t\n\n<p class=\"wp-block-paragraph\">AILab enables you to work on artificial intelligence, data science, machine learning, deep learning, large language models (LLMs), embedded AI and intelligent systems.<\/p>\n\n\t<\/div>\n<\/div>\n\n\n\n<div class=\"has-background has-white-pure-background-color wp-block-pit-accordion\">\n\t<p class=\"wp-block-pit-accordion-title\">\t<button type=\"button\" class=\"wp-block-pit-accordion-button\" data-pit-toggle=\"button\" aria-expanded=\"false\" aria-controls=\"pit-accordion-29\">\n\t\t<strong>Can we work on LLMs at AILab?<\/strong>\t<\/button>\n\t<\/p>\t<div id=\"pit-accordion-29\" class=\"wp-block-pit-accordion-content is-layout-flow\" data-pit-toggle=\"content\" data-pit-toggle-hide=\"inert\" inert>\n\t\t\n\n<p class=\"wp-block-paragraph\">Yes. The platform includes self-hosted LLMs, enabling you to address the technical, deployment, sovereignty and accountability issues associated with generative AI.<\/p>\n\n\t<\/div>\n<\/div>\n\n\n\n<div class=\"has-background has-white-pure-background-color wp-block-pit-accordion\">\n\t<p class=\"wp-block-pit-accordion-title\">\t<button type=\"button\" class=\"wp-block-pit-accordion-button\" data-pit-toggle=\"button\" aria-expanded=\"false\" aria-controls=\"pit-accordion-30\">\n\t\t<strong>What is the difference between AI and data science?<\/strong>\t<\/button>\n\t<\/p>\t<div id=\"pit-accordion-30\" class=\"wp-block-pit-accordion-content is-layout-flow\" data-pit-toggle=\"content\" data-pit-toggle-hide=\"inert\" inert>\n\t\t\n\n<p class=\"wp-block-paragraph\">Data science aims to analyse and use data. Artificial intelligence uses this data, amongst other things, to train models capable of predicting, classifying, recognising, generating or automating certain tasks.<\/p>\n\n\t<\/div>\n<\/div>\n\n\n\n<div class=\"has-background has-white-pure-background-color wp-block-pit-accordion\">\n\t<p class=\"wp-block-pit-accordion-title\">\t<button type=\"button\" class=\"wp-block-pit-accordion-button\" data-pit-toggle=\"button\" aria-expanded=\"false\" aria-controls=\"pit-accordion-31\">\n\t\t<strong>Is AILab linked to the other 3iLLab platforms?<\/strong>\t<\/button>\n\t<\/p>\t<div id=\"pit-accordion-31\" class=\"wp-block-pit-accordion-content is-layout-flow\" data-pit-toggle=\"content\" data-pit-toggle-hide=\"inert\" inert>\n\t\t\n\n<p class=\"wp-block-paragraph\">Yes. You can combine AI with robotics, the IoT, embedded systems, cybersecurity, cloud infrastructure or XR. That\u2019s one of the main attractions of 3iLLab: it enables you to work on hybrid projects.<\/p>\n\n\t<\/div>\n<\/div>\n\n\n\n<div class=\"has-background has-white-pure-background-color wp-block-pit-accordion\">\n\t<p class=\"wp-block-pit-accordion-title\">\t<button type=\"button\" class=\"wp-block-pit-accordion-button\" data-pit-toggle=\"button\" aria-expanded=\"false\" aria-controls=\"pit-accordion-32\">\n\t\tWhat careers can you pursue after completing an AI specialisation at 3iL Ing\u00e9nieurs?\t<\/button>\n\t<\/p>\t<div id=\"pit-accordion-32\" class=\"wp-block-pit-accordion-content is-layout-flow\" data-pit-toggle=\"content\" data-pit-toggle-hide=\"inert\" inert>\n\t\t\n\n<p class=\"wp-block-paragraph\">AI engineer, data scientist, machine learning engineer, R&amp;D engineer, AI developer, computer vision engineer, data engineer or innovation project manager.<\/p>\n\n\t<\/div>\n<\/div>\n\n<\/div>\n\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>The AILab at 3iL Ing\u00e9nieurs is an educational platform dedicated to artificial intelligence, data science, machine learning and intelligent systems. Here, you\u2019ll gain hands-on experience with the methods, tools and infrastructure that are currently transforming the IT sector. Here, AI is not presented as an abstract or merely impressive technology in its own right: you\u2019ll [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","_seopress_robots_follow":"","_seopress_robots_imageindex":"","_seopress_robots_snippet":"","_seopress_robots_primary_cat":"","_seopress_robots_breadcrumbs":"","_seopress_robots_freeze_modified_date":"","_seopress_robots_custom_modified_date":"","_seopress_robots_canonical":"","_seopress_social_fb_title":"","_seopress_social_fb_desc":"","_seopress_social_fb_img":"","_seopress_social_fb_img_attachment_id":0,"_seopress_social_fb_img_width":0,"_seopress_social_fb_img_height":0,"_seopress_social_twitter_title":"","_seopress_social_twitter_desc":"","_seopress_social_twitter_img":"","_seopress_social_twitter_img_attachment_id":0,"_seopress_social_twitter_img_width":0,"_seopress_social_twitter_img_height":0,"_seopress_redirections_value":"","_seopress_redirections_enabled":"","_seopress_redirections_enabled_regex":"","_seopress_redirections_logged_status":"","_seopress_redirections_param":"","_seopress_redirections_type":0,"_seopress_analysis_target_kw":"","_seopress_news_disabled":"","_seopress_video_disabled":"","_seopress_video":[],"_seopress_pro_schemas_manual":[],"_seopress_pro_rich_snippets_disable_all":"","_seopress_pro_rich_snippets_disable":[],"_seopress_pro_schemas":[],"footnotes":""},"class_list":["post-18360","page","type-page","status-publish","hentry"],"acf":[],"permalink_manager":null,"_links":{"self":[{"href":"https:\/\/www.3il-ingenieurs.fr\/en\/wp-json\/wp\/v2\/pages\/18360","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.3il-ingenieurs.fr\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.3il-ingenieurs.fr\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.3il-ingenieurs.fr\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.3il-ingenieurs.fr\/en\/wp-json\/wp\/v2\/comments?post=18360"}],"version-history":[{"count":3,"href":"https:\/\/www.3il-ingenieurs.fr\/en\/wp-json\/wp\/v2\/pages\/18360\/revisions"}],"predecessor-version":[{"id":18370,"href":"https:\/\/www.3il-ingenieurs.fr\/en\/wp-json\/wp\/v2\/pages\/18360\/revisions\/18370"}],"wp:attachment":[{"href":"https:\/\/www.3il-ingenieurs.fr\/en\/wp-json\/wp\/v2\/media?parent=18360"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}