{"id":102959,"date":"2026-05-02T11:15:52","date_gmt":"2026-05-02T10:15:52","guid":{"rendered":"https:\/\/univga.org\/courses\/certificat-professionnel-en-deep-learning-applique-tensorflow-pytorch\/"},"modified":"2026-05-02T11:15:52","modified_gmt":"2026-05-02T10:15:52","slug":"professional-certificate-in-applied-deep-learning-tensorflow-pytorch","status":"publish","type":"courses","link":"https:\/\/univga.org\/en\/courses\/certificat-professionnel-en-deep-learning-applique-tensorflow-pytorch\/","title":{"rendered":"Professional Certificate in Applied Deep Learning (TensorFlow &amp; PyTorch)"},"content":{"rendered":"<p>The revolution of artificial intelligence, driven by the rise of LLMs, generative AI, and agent-based automation, is redefining global competitiveness. In Africa, the challenges of digital sovereignty, data-driven decision-making, and the transformation of public and private services (banks, insurance, telecoms, fintechs, agritechs, healthtechs, ANPN, administrations) require professionals capable of designing reliable, high-performance, and contextualized intelligent systems. At the heart of this transformation is the <strong>Deep Learning<\/strong> and the <strong>neural networks<\/strong> constitute the cognitive infrastructure of applications in vision, NLP, time series, anomaly detection, and generation. In the face of regulatory pace (EU AI Act) and governance requirements (ISO\/IEC 42001), only teams mastering modern architectures, training optimization, and robust deployment can industrialize AI solutions with high economic and societal impact.<\/p>\n<p>UNIVGA offers a 100% online, asynchronous, flexible method (5\u20138 hours\/week), focused on practice and employability. You learn through concrete projects grounded in real African cases, using <strong>Jupyter Notebooks<\/strong>, with operational datasets (health, agriculture, finance, conservation). The content is strictly aligned with the standards <strong>NVIDIA DLI \/ DeepLearning.AI<\/strong> for TensorFlow\/Keras and PyTorch, and integrates compliance and risk management requirements of the<strong>EU AI Act<\/strong>, the standard. <strong>ISO\/IEC 42001<\/strong>, the<strong>OWASP LLM Top 10<\/strong> and of <strong>NIST AI RMF<\/strong>You transition from theory to execution: data preparation, GPU\/TPU training, optimization and distributed training, transfer learning, evaluation and traceability, up to packaging and serving in production, for immediate applicability in business, startup, ministry, or research center.<\/p>\n<p>By the end, you will be able to lead end-to-end projects and evolve towards high-value functions: <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>. The <strong>Professional Certificate UNIVGA<\/strong>, positioned on international standards and African use cases, is a true career accelerator for banks, insurance, telecoms, fintechs, agritechs, healthtechs, stakeholders of <strong>GovTech<\/strong>, consulting firms and large administrations of CEMAC\/CEEAC. You will master the design, deployment, governance, and security of Deep Learning solutions, decisive assets for delivering reliable, responsible, and high-performing AI products at scale.<\/p>","protected":false},"excerpt":{"rendered":"<p>Become operational in Deep Learning with TensorFlow and PyTorch: design, training, and deployment on GPU\/Cloud. Aligned with NVIDIA DLI \/ DeepLearning.AI, this UNIVGA certification program accelerates your employability in AI\/ML in Africa and internationally.<\/p>","protected":false},"author":1,"featured_media":0,"template":"","course-category":[1943],"course-tag":[],"class_list":["post-102959","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 Deep Learning appliqu\u00e9 (TensorFlow &amp; PyTorch) - UNIVGA<\/title>\n<meta name=\"description\" content=\"Devenez op\u00e9rationnel en Deep Learning avec TensorFlow et PyTorch: conception, entra\u00eenement et d\u00e9ploiement sur GPU\/Cloud. Align\u00e9 NVIDIA DLI \/ DeepLearning.A\" \/>\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-applied-deep-learning-tensorflow-pytorch\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Certificat Professionnel en Deep Learning appliqu\u00e9 (TensorFlow &amp; PyTorch)\" \/>\n<meta property=\"og:description\" content=\"Devenez op\u00e9rationnel en Deep Learning avec TensorFlow et PyTorch: conception, entra\u00eenement et d\u00e9ploiement sur GPU\/Cloud. Align\u00e9 NVIDIA DLI \/ DeepLearning.A\" \/>\n<meta property=\"og:url\" content=\"https:\/\/univga.org\/en\/courses\/professional-certificate-in-applied-deep-learning-tensorflow-pytorch\/\" \/>\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-deep-learning-applique-tensorflow-pytorch\\\/\",\"url\":\"https:\\\/\\\/univga.org\\\/courses\\\/certificat-professionnel-en-deep-learning-applique-tensorflow-pytorch\\\/\",\"name\":\"Certificat Professionnel en Deep Learning appliqu\u00e9 (TensorFlow & PyTorch) - UNIVGA\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/univga.org\\\/#website\"},\"datePublished\":\"2026-05-02T10:15:52+00:00\",\"description\":\"Devenez op\u00e9rationnel en Deep Learning avec TensorFlow et PyTorch: conception, entra\u00eenement et d\u00e9ploiement sur GPU\\\/Cloud. Align\u00e9 NVIDIA DLI \\\/ DeepLearning.A\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/univga.org\\\/courses\\\/certificat-professionnel-en-deep-learning-applique-tensorflow-pytorch\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/univga.org\\\/courses\\\/certificat-professionnel-en-deep-learning-applique-tensorflow-pytorch\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/univga.org\\\/courses\\\/certificat-professionnel-en-deep-learning-applique-tensorflow-pytorch\\\/#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 Deep Learning appliqu\u00e9 (TensorFlow &#038; PyTorch)\"}]},{\"@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 Applied Deep Learning (TensorFlow &amp; PyTorch) - UNIVGA","description":"Become operational in Deep Learning with TensorFlow and PyTorch: design, training, and deployment on GPU\/Cloud. Aligned with NVIDIA DLI \/ DeepLearning.A","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-applied-deep-learning-tensorflow-pytorch\/","og_locale":"en_US","og_type":"article","og_title":"Certificat Professionnel en Deep Learning appliqu\u00e9 (TensorFlow & PyTorch)","og_description":"Devenez op\u00e9rationnel en Deep Learning avec TensorFlow et PyTorch: conception, entra\u00eenement et d\u00e9ploiement sur GPU\/Cloud. Align\u00e9 NVIDIA DLI \/ DeepLearning.A","og_url":"https:\/\/univga.org\/en\/courses\/professional-certificate-in-applied-deep-learning-tensorflow-pytorch\/","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-deep-learning-applique-tensorflow-pytorch\/","url":"https:\/\/univga.org\/courses\/certificat-professionnel-en-deep-learning-applique-tensorflow-pytorch\/","name":"Professional Certificate in Applied Deep Learning (TensorFlow &amp; PyTorch) - UNIVGA","isPartOf":{"@id":"https:\/\/univga.org\/#website"},"datePublished":"2026-05-02T10:15:52+00:00","description":"Become operational in Deep Learning with TensorFlow and PyTorch: design, training, and deployment on GPU\/Cloud. Aligned with NVIDIA DLI \/ DeepLearning.A","breadcrumb":{"@id":"https:\/\/univga.org\/courses\/certificat-professionnel-en-deep-learning-applique-tensorflow-pytorch\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/univga.org\/courses\/certificat-professionnel-en-deep-learning-applique-tensorflow-pytorch\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/univga.org\/courses\/certificat-professionnel-en-deep-learning-applique-tensorflow-pytorch\/#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 Deep Learning appliqu\u00e9 (TensorFlow &#038; PyTorch)"}]},{"@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\/102959","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=102959"}],"wp:term":[{"taxonomy":"course-category","embeddable":true,"href":"https:\/\/univga.org\/en\/wp-json\/wp\/v2\/course-category?post=102959"},{"taxonomy":"course-tag","embeddable":true,"href":"https:\/\/univga.org\/en\/wp-json\/wp\/v2\/course-tag?post=102959"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}