{"id":83445,"date":"2026-05-05T17:30:06","date_gmt":"2026-05-05T16:30:06","guid":{"rendered":"https:\/\/univga.org\/?post_type=courses&#038;p=83445"},"modified":"2026-05-07T17:53:41","modified_gmt":"2026-05-07T16:53:41","slug":"professional-license-ai-data-science","status":"publish","type":"courses","link":"https:\/\/univga.org\/en\/courses\/licence-pro-ia-data-science\/","title":{"rendered":"Professional License in Artificial Intelligence &amp; Data Science"},"content":{"rendered":"<div class=\"univga-program-intro\">\n<p>La Licence Professionnelle en Intelligence Artificielle &amp; Data Science d&rsquo;UNIVGA est un cursus universitaire complet de 3 ans (180 ECTS) qui forme des Data Scientists et Data Engineers capables de transformer les donn\u00e9es massives en valeur m\u00e9tier. Le programme combine les fondamentaux statistiques, l&rsquo;ing\u00e9nierie de la donn\u00e9e et le machine learning appliqu\u00e9 pour produire des analyses op\u00e9rationnelles \u00e0 fort impact.<\/p>\n<p>Cette formation est dispens\u00e9e \u00e0 100% en ligne. Elle articule la ma\u00eetrise des outils data (Python, SQL, Spark, Hadoop, dbt) avec les m\u00e9thodes statistiques et de machine learning, ainsi que les bonnes pratiques d&rsquo;ing\u00e9nierie (data pipelines, qualit\u00e9, gouvernance, MLOps).<\/p>\n<h3>Market challenges and career opportunities<\/h3>\n<p>Data has become the fuel for decision-making in all sectors: finance, telecommunications, health, retail, industry, public sector. Profiles capable of collecting, transforming, modeling, and presenting data are among the most sought after in the market. Data Scientist, Data Engineer, Analytics Engineer, and BI Engineer are highly paid strategic roles.<\/p>\n<h3>Curriculum pedagogical structure<\/h3>\n<p><strong>Year 1 \u2014 Mathematical, statistical, and Python fundamentals.<\/strong> Scientific Python, linear algebra, probability and statistics, relational databases and SQL, Linux environments and Git.<\/p>\n<p><strong>Year 2 \u2014 Data engineering and machine learning.<\/strong> Advanced statistical modeling, supervised\/unsupervised machine learning, feature engineering, data visualization, data ingestion and transformation, introduction to big data.<\/p>\n<p><strong>Year 3 \u2014 Data Science specialization and industrialization.<\/strong> Big Data with Spark, modern data warehousing (Snowflake, BigQuery, dbt), deep learning, NLP, MLOps, data governance and quality, professional thesis.<\/p>\n<h3>Career opportunities<\/h3>\n<p>Junior Data Scientist, Data Engineer, Analytics Engineer, BI Engineer, Junior ML Engineer, data consultant, Big Data engineer, senior data analyst. Natural progression to Master in AI &amp; Data Science, Master in Big Data, or MSc in Data Engineering.<\/p>\n<h3>Suitable for working professionals<\/h3>\n<p>UNIVGA est con\u00e7ue pour r\u00e9pondre aux besoins des professionnels en activit\u00e9, qui repr\u00e9sentent 80% de ses \u00e9tudiants. La plateforme est accessible 24h\/24 et 7j\/7, les rythmes d&rsquo;apprentissage sont flexibles, et le contenu p\u00e9dagogique est consultable autant de fois que n\u00e9cessaire. Les classes virtuelles hebdomadaires sont enregistr\u00e9es et restent disponibles. Les \u00e9tudiants conservent leur emploi tout en se formant \u00e0 leur rythme, et peuvent valoriser directement leur environnement professionnel comme terrain d&rsquo;application des comp\u00e9tences acquises.<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>La Licence Professionnelle en Intelligence Artificielle &amp; Data Science d&rsquo;UNIVGA est un cursus universitaire complet de 3 ans (180 ECTS) qui forme des Data Scientists et Data Engineers capables de transformer les donn\u00e9es massives en valeur m\u00e9tier. Le programme combine les fondamentaux statistiques, l&rsquo;ing\u00e9nierie de la donn\u00e9e et le machine learning appliqu\u00e9 pour produire des [&hellip;]<\/p>\n","protected":false},"author":1672,"featured_media":88232,"template":"","course-category":[1884],"course-tag":[812],"class_list":["post-83445","courses","type-courses","status-publish","has-post-thumbnail","hentry","course-category-departement-informatique-tn","course-tag-ecole-superieure-de-gestion-et-dinformatique"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.9 (Yoast SEO v27.9) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>LICENCE PRO EN INTELLIGENCE ARTIFICIELLE &amp; DATA SCIENCE - GROUPE UNIVGA<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/univga.org\/en\/courses\/licence-pro-ia-data-science\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"LICENCE PRO EN INTELLIGENCE ARTIFICIELLE &amp; DATA SCIENCE\" \/>\n<meta property=\"og:description\" content=\"La Licence Professionnelle en Intelligence Artificielle &amp; Data Science d&rsquo;UNIVGA est un cursus universitaire complet de 3 ans (180 ECTS) qui forme des Data Scientists et Data Engineers capables de transformer les donn\u00e9es massives en valeur m\u00e9tier. 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