{"id":103003,"date":"2026-05-02T11:20:25","date_gmt":"2026-05-02T10:20:25","guid":{"rendered":"https:\/\/univga.org\/courses\/certificat-professionnel-en-nlp-transformers-et-bert\/"},"modified":"2026-05-02T11:20:25","modified_gmt":"2026-05-02T10:20:25","slug":"professional-certificate-in-nlp-transformers-and-bert","status":"publish","type":"courses","link":"https:\/\/univga.org\/en\/courses\/certificat-professionnel-en-nlp-transformers-et-bert\/","title":{"rendered":"Professional Certificate in NLP, Transformers, and BERT"},"content":{"rendered":"<p>The revolution of<strong>Generative AI<\/strong> et des <strong>LLM<\/strong> (ChatGPT, Claude, Gemini, Mistral) redefines global competitiveness. In Africa, the digital transformation of banks, insurance, telecoms, fintechs, healthtechs, and administrations is accelerating, requiring talents capable of leveraging <strong>Analyze images with OpenCV\/NumPy to clean, transform, and explore data<\/strong> for automation, data-driven decision support, and the enhancement of local linguistic resources. The <strong>Natural Language Processing (NLP) is critical for understanding, translating, summarizing, and interacting in French and African languages (fang, lingala, wolof). Driven by the challenges of<\/strong> , compliance, and operational efficiency, the demand for trained professionals in <strong>digital sovereignty<\/strong>Transformers <strong>and cloud industrialization is skyrocketing. This certificate places you at the heart of these transformations, to build robust, responsible solutions tailored to the continent's infrastructure and energy constraints.<\/strong> , asynchronous, flexible (5\u20138 h\/week over 3 months) and intensive hands-on training. You will work on real projects: telecom customer ticket classification, NER for KYC banking documents, translation\/summarization in French\u2013fang\u2013lingala\u2013wolof, contextualized medical QA. Activities are based on Jupyter notebooks, concrete datasets, and the Hugging Face ecosystem (Transformers, Datasets, Hub), strictly aligned with the standard<\/p>\n<p>100% online, asynchronous <strong>100% Online<\/strong>Hugging Face \/ Stanford CS224N <strong>. Industrialization is approached according to best MLOps practices (Docker, CI\/CD, MLflow, AWS\/Azure\/GCP cloud), with integrated governance and security (reference frameworks<\/strong>). Each deliverable is immediately transferable to a company, startup, ministry, or laboratory, from prototyping to production deployment. <strong>EU AI Act<\/strong>, <strong>ISO\/IEC 42001<\/strong>, <strong>OWASP LLM.<\/strong>, <strong>NIST AI RMF<\/strong>The professional impact is direct: you will know how to design, train, evaluate, deploy, govern, and secure end-to-end NLP systems. This pathway opens or accelerates access to roles in<\/p>\n<p>. Recognized for its pragmatism and industrial alignment, the UNIVGA Professional Certificate enhances your profile with banks, insurance companies, telecoms, fintechs, agritechs, healthtechs, GovTech, consulting firms, and major administrations in the CEMAC\/CEEAC region. You will have a portfolio of projects demonstrating your mastery of <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>(BERT, RoBERTa, T5, GPT), best MLOps practices, and compliance, to sustainably contribute to African innovation and digital sovereignty. <strong>and cloud industrialization is skyrocketing. This certificate places you at the heart of these transformations, to build robust, responsible solutions tailored to the continent's infrastructure and energy constraints.<\/strong> Become operational in advanced NLP (Transformers, BERT, GPT) to industrialize AI solutions. UNIVGA certificate aligned with Hugging Face \/ Stanford CS224N, career-oriented, with concrete projects and cloud deployments, to boost your employability in Africa and internationally.<\/p>","protected":false},"excerpt":{"rendered":"<p>Analyze African multilingual corpora and prepare texts (tokenization, cleaning).<\/p>","protected":false},"author":1,"featured_media":0,"template":"","course-category":[1943],"course-tag":[],"class_list":["post-103003","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 NLP, Transformers et BERT | UNIVGA<\/title>\n<meta name=\"description\" content=\"Devenez op\u00e9rationnel en NLP avanc\u00e9 (Transformers, BERT, GPT) pour industrialiser des solutions IA. Certificat UNIVGA align\u00e9 Hugging Face \/ Stanford CS224N,\" \/>\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-certificate-in-nlp-transformers-and-bert\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Certificat Professionnel en NLP, Transformers et BERT\" \/>\n<meta property=\"og:description\" content=\"Devenez op\u00e9rationnel en NLP avanc\u00e9 (Transformers, BERT, GPT) pour industrialiser des solutions IA. Certificat UNIVGA align\u00e9 Hugging Face \/ Stanford CS224N,\" \/>\n<meta property=\"og:url\" content=\"https:\/\/univga.org\/en\/courses\/professional-certificate-in-nlp-transformers-and-bert\/\" \/>\n<meta property=\"og:site_name\" content=\"GROUPE UNIVGA\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/facebook.com\/univga1\/\" \/>\n<meta property=\"og:image\" content=\"https:\/\/univga.org\/wp-content\/uploads\/2025\/03\/univga1_logo-removebg-preview.png\" \/>\n\t<meta property=\"og:image:width\" content=\"200\" \/>\n\t<meta property=\"og:image:height\" content=\"200\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@univga1\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/univga.org\\\/courses\\\/certificat-professionnel-en-nlp-transformers-et-bert\\\/\",\"url\":\"https:\\\/\\\/univga.org\\\/courses\\\/certificat-professionnel-en-nlp-transformers-et-bert\\\/\",\"name\":\"Certificat Professionnel en NLP, Transformers et BERT | UNIVGA\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/univga.org\\\/#website\"},\"datePublished\":\"2026-05-02T10:20:25+00:00\",\"description\":\"Devenez op\u00e9rationnel en NLP avanc\u00e9 (Transformers, BERT, GPT) pour industrialiser des solutions IA. Certificat UNIVGA align\u00e9 Hugging Face \\\/ Stanford CS224N,\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/univga.org\\\/courses\\\/certificat-professionnel-en-nlp-transformers-et-bert\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/univga.org\\\/courses\\\/certificat-professionnel-en-nlp-transformers-et-bert\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/univga.org\\\/courses\\\/certificat-professionnel-en-nlp-transformers-et-bert\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\\\/\\\/univga.org\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Formations\",\"item\":\"https:\\\/\\\/univga.org\\\/courses\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Certificat Professionnel en NLP, Transformers et BERT\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/univga.org\\\/#website\",\"url\":\"https:\\\/\\\/univga.org\\\/\",\"name\":\"GROUPE UNIVGA\",\"description\":\"Formations 100% en ligne\",\"publisher\":{\"@id\":\"https:\\\/\\\/univga.org\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/univga.org\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/univga.org\\\/#organization\",\"name\":\"GROUPE UNIVGA\",\"url\":\"https:\\\/\\\/univga.org\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/univga.org\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/univga.org\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/univga1_logo-removebg-preview.png\",\"contentUrl\":\"https:\\\/\\\/univga.org\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/univga1_logo-removebg-preview.png\",\"width\":200,\"height\":200,\"caption\":\"GROUPE UNIVGA\"},\"image\":{\"@id\":\"https:\\\/\\\/univga.org\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/facebook.com\\\/univga1\\\/\",\"https:\\\/\\\/x.com\\\/univga1\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/univga1\"]}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Professional Certificate in NLP, Transformers and BERT | UNIVGA","description":"Become operational in advanced NLP (Transformers, BERT, GPT) to industrialize AI solutions. UNIVGA certificate aligned with Hugging Face \/ Stanford CS224N,","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/univga.org\/en\/courses\/professional-certificate-in-nlp-transformers-and-bert\/","og_locale":"en_US","og_type":"article","og_title":"Certificat Professionnel en NLP, Transformers et BERT","og_description":"Devenez op\u00e9rationnel en NLP avanc\u00e9 (Transformers, BERT, GPT) pour industrialiser des solutions IA. Certificat UNIVGA align\u00e9 Hugging Face \/ Stanford CS224N,","og_url":"https:\/\/univga.org\/en\/courses\/professional-certificate-in-nlp-transformers-and-bert\/","og_site_name":"GROUPE UNIVGA","article_publisher":"https:\/\/facebook.com\/univga1\/","og_image":[{"width":200,"height":200,"url":"https:\/\/univga.org\/wp-content\/uploads\/2025\/03\/univga1_logo-removebg-preview.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_site":"@univga1","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/univga.org\/courses\/certificat-professionnel-en-nlp-transformers-et-bert\/","url":"https:\/\/univga.org\/courses\/certificat-professionnel-en-nlp-transformers-et-bert\/","name":"Professional Certificate in NLP, Transformers and BERT | UNIVGA","isPartOf":{"@id":"https:\/\/univga.org\/#website"},"datePublished":"2026-05-02T10:20:25+00:00","description":"Become operational in advanced NLP (Transformers, BERT, GPT) to industrialize AI solutions. UNIVGA certificate aligned with Hugging Face \/ Stanford CS224N,","breadcrumb":{"@id":"https:\/\/univga.org\/courses\/certificat-professionnel-en-nlp-transformers-et-bert\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/univga.org\/courses\/certificat-professionnel-en-nlp-transformers-et-bert\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/univga.org\/courses\/certificat-professionnel-en-nlp-transformers-et-bert\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https:\/\/univga.org\/"},{"@type":"ListItem","position":2,"name":"Formations","item":"https:\/\/univga.org\/courses\/"},{"@type":"ListItem","position":3,"name":"Certificat Professionnel en NLP, Transformers et BERT"}]},{"@type":"WebSite","@id":"https:\/\/univga.org\/#website","url":"https:\/\/univga.org\/","name":"UNIVGA Group","description":"100% Online Training Courses","publisher":{"@id":"https:\/\/univga.org\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/univga.org\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/univga.org\/#organization","name":"UNIVGA Group","url":"https:\/\/univga.org\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/univga.org\/#\/schema\/logo\/image\/","url":"https:\/\/univga.org\/wp-content\/uploads\/2025\/03\/univga1_logo-removebg-preview.png","contentUrl":"https:\/\/univga.org\/wp-content\/uploads\/2025\/03\/univga1_logo-removebg-preview.png","width":200,"height":200,"caption":"GROUPE UNIVGA"},"image":{"@id":"https:\/\/univga.org\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/facebook.com\/univga1\/","https:\/\/x.com\/univga1","https:\/\/www.linkedin.com\/company\/univga1"]}]}},"_links":{"self":[{"href":"https:\/\/univga.org\/en\/wp-json\/wp\/v2\/courses\/103003","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/univga.org\/en\/wp-json\/wp\/v2\/courses"}],"about":[{"href":"https:\/\/univga.org\/en\/wp-json\/wp\/v2\/types\/courses"}],"author":[{"embeddable":true,"href":"https:\/\/univga.org\/en\/wp-json\/wp\/v2\/users\/1"}],"wp:attachment":[{"href":"https:\/\/univga.org\/en\/wp-json\/wp\/v2\/media?parent=103003"}],"wp:term":[{"taxonomy":"course-category","embeddable":true,"href":"https:\/\/univga.org\/en\/wp-json\/wp\/v2\/course-category?post=103003"},{"taxonomy":"course-tag","embeddable":true,"href":"https:\/\/univga.org\/en\/wp-json\/wp\/v2\/course-tag?post=103003"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}