{"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>The Professional License in Artificial Intelligence &amp; Data Science from UNIVGA is a comprehensive 3-year university program (180 ECTS) that trains Data Scientists and Data Engineers capable of transforming big data into business value. The program combines statistical fundamentals, data engineering, and applied machine learning to produce high-impact operational analyses.<\/p>\n<p>This training is delivered 100% online. It combines mastery of data tools (Python, SQL, Spark, Hadoop, dbt) with statistical and machine learning methods, as well as best engineering practices (data pipelines, quality, governance, 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 is designed to meet the needs of working professionals, who represent 80% of its students. The platform is accessible 24\/7, learning rhythms are flexible, and educational content can be consulted as many times as necessary. Weekly virtual classes are recorded and remain available. Students keep their jobs while training at their own pace and can directly leverage their professional environment as a field for applying acquired skills.<\/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 v28.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>LICENCE PRO EN INTELLIGENCE ARTIFICIELLE &amp; DATA SCIENCE - Online Course - GROUPE UNIVGA<\/title>\n<meta name=\"description\" content=\"La Licence Professionnelle en Intelligence Artificielle &amp; Data Science d&#039;UNIVGA est un cursus universitaire complet de 3 ans (180 ECTS) qui forme des\" \/>\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\/professional-license-ai-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; 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