{"id":103061,"date":"2026-05-02T11:25:51","date_gmt":"2026-05-02T10:25:51","guid":{"rendered":"https:\/\/univga.org\/courses\/certificat-professionnel-en-ingenierie-des-llm-et-rag\/"},"modified":"2026-05-02T11:25:51","modified_gmt":"2026-05-02T10:25:51","slug":"professional-certificate-in-llm-and-rag-engineering","status":"publish","type":"courses","link":"https:\/\/univga.org\/en\/courses\/certificat-professionnel-en-ingenierie-des-llm-et-rag\/","title":{"rendered":"Professional Certificate in LLM Engineering and RAG"},"content":{"rendered":"<p>The wave of generative Artificial Intelligence is profoundly transforming the global and African economy. From business assistants to autonomous agents, LLMs are reshaping processes, accelerating automation, and democratizing data-driven decision-making. In Africa, the challenge is twofold: capturing economic value while preserving digital sovereignty, local languages, and infrastructure constraints. The <strong>RAG<\/strong> is establishing itself as the standard for ensuring the reliability of LLMs on private data, reducing hallucinations, and guaranteeing traceability and compliance. This certificate addresses the urgent need for talents capable of designing, deploying, governing, and securing robust and responsible LLM applications, aligned with the needs of banks, insurance companies, telecoms, fintechs, agritechs, healthtechs, and administrations in the CEMAC region and beyond.<\/p>\n<p>The UNIVGA method is <strong>100% Online and Asynchronous<\/strong>, designed for 5-8 hours per week, with Jupyter notebooks, concrete datasets, and guided reviews. The curriculum is strictly aligned with the standards <strong>LangChain \/ LlamaIndex \/ OpenAI API<\/strong> and incorporates the latest governance and security frameworks: <strong>EU AI Act<\/strong>, <strong>ISO\/IEC 42001<\/strong>, <strong>OWASP LLM.<\/strong>, <strong>NIST AI RMF<\/strong>. You will learn by building real solutions: multilingual RAG chatbots, complex document ingestion pipelines, function calling and tool use, large-scale vector databases, observability, and MLOps. The practical cases are grounded in African issues: CEMAC regulatory documents, public health, precision agriculture, e-gov, and inclusive fintech, taking into account connectivity and sovereign hosting constraints. Each module aims for immediate applicability in business, startups, ministries, or research laboratories.<\/p>\n<p>At the end, you will be able to take on key responsibilities: <strong>Data Scientist<\/strong>, <strong>ML Engineer<\/strong>, <strong>AI Engineer<\/strong>, <strong>MLOps Engineer<\/strong>, <strong>Prompt Engineer<\/strong>, <strong>AI Architect<\/strong>, <strong>Chief AI Officer<\/strong>, <strong>AI Ethics Officer<\/strong> or <strong>AI Security Specialist<\/strong>. You will know how to deliver LLM applications in production, audited, secured, measured, and cost-optimized. The <strong>Professional Certificate UNIVGA<\/strong> enhances your profile with banks, insurance companies, telecoms, fintechs, agritechs, healthtechs, GovTech, consulting firms, and major administrations in CEMAC and ECCAS. It constitutes a strong signal of professionalization and employability, backed by industrial standards and best international practices, while remaining rooted in the specificities and ambitions of the African continent.<\/p>","protected":false},"excerpt":{"rendered":"<p>Become operational on LLMs and RAG to build AI products in business. Certification program, aligned with LangChain \/ LlamaIndex \/ OpenAI API, project-oriented and deployment. Accelerate your career in AI\/Data with immediately applicable skills.<\/p>","protected":false},"author":1,"featured_media":0,"template":"","course-category":[1943],"course-tag":[],"class_list":["post-103061","courses","type-courses","status-publish","hentry","course-category-departement-intelligence-artificielle-data"],"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>Certificat Professionnel en Ing\u00e9nierie des LLM et RAG | UNIVGA<\/title>\n<meta name=\"description\" content=\"Devenez op\u00e9rationnel sur les LLM et le RAG pour construire des produits IA en entreprise. 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