{"id":103189,"date":"2026-05-02T11:36:59","date_gmt":"2026-05-02T10:36:59","guid":{"rendered":"https:\/\/univga.org\/courses\/certificat-professionnel-en-ia-marketing-recommandation-scoring-ia-pour-le-marketing-e-commerce\/"},"modified":"2026-05-02T11:36:59","modified_gmt":"2026-05-02T10:36:59","slug":"professional-certificate-in-ai-marketing-recommendation-scoring-ai-for-marketing-e-commerce","status":"publish","type":"courses","link":"https:\/\/univga.org\/en\/courses\/certificat-professionnel-en-ia-marketing-recommandation-scoring-ia-pour-le-marketing-e-commerce\/","title":{"rendered":"Professional Certification in AI Marketing, Recommendation &amp; Scoring"},"content":{"rendered":"<p><strong>Artificial Intelligence is rapidly transforming marketing and e-commerce, propelled by generative AI, LLMs, and agent-based automation. In Africa and elsewhere, banks, insurance companies, telecoms, fintechs, marketplaces, and administrations are seeking profiles capable of building data-driven decision systems, personalizing customer journeys, and optimizing customer lifetime value, while respecting digital sovereignty and local constraints (infrastructure, languages, energy).<\/strong>, propuls\u00e9e par l\u2019IA g\u00e9n\u00e9rative, les LLM et l\u2019automatisation par agents. En Afrique comme ailleurs, les banques, assurances, t\u00e9l\u00e9coms, fintechs, marketplaces et administrations recherchent des profils capables de b\u00e2tir des syst\u00e8mes de d\u00e9cision data-driven, de personnaliser les parcours clients et d\u2019optimiser la valeur vie client, tout en respectant la souverainet\u00e9 num\u00e9rique et les contraintes locales (infrastructures, langues, \u00e9nergie). <strong>The field of AI Profession &amp; Applications Sector<\/strong> thus becomes critical for competitiveness, operational efficiency, and growth. The entry into force of the EU AI Act, the rise of the ISO\/IEC 42001 standard, and the maturity of HubSpot AI \/ Salesforce Einstein platforms require a rapid professionalization of talents in segmentation, recommendation, scoring, churn, and large-scale experimentation.<\/p>\n<p><strong>The UNIVGA method<\/strong> is 100% online, asynchronous, accessible 24\/7, with a commitment of 5\u20138 hours\/week. You will learn through practice on real African cases (pan-African e-commerce, prepaid telco, mobile banking, retail), using Jupyter notebooks, concrete datasets, and reproducible pipelines. The program is <strong>strictly aligned with HubSpot AI \/ Salesforce Einstein standards<\/strong> to ensure immediate employability: CRM\/CDP data model, scoring, recommendation, personalization, and A\/B testing. You will integrate trust frameworks (EU AI Act, ISO\/IEC 42001, OWASP LLM Top 10, NIST AI RMF), as well as industrial tools (Python, scikit-learn, TensorFlow\/PyTorch, XGBoost, MLflow, Docker, APIs, Vertex AI\/AWS SageMaker\/Azure ML). <strong>Each deliverable is actionable<\/strong> in business, startup, ministry, or research center: KPI dashboards, packaged models, documentation, Model Cards, experimentation plans, and CRM\/CDP integration guides.<\/p>\n<p><strong>Professional impact<\/strong>: this certificate accelerates your progression towards roles such as Data Scientist, ML Engineer, AI Engineer, MLOps Engineer, Prompt Engineer, AI Architect, Chief AI Officer, AI Ethics Officer, or AI Security Specialist. You will build a portfolio of immediately valuable projects (customer segmentation, recommendation, lead scoring, churn, generative AI, social listening, personalization, and contextual bandits). <strong>The UNIVGA Professional Certificate<\/strong> is an asset for banks, insurance companies, telecoms, fintechs, agritechs, healthtechs, GovTech, consulting firms, and large administrations in the CEMAC\/CEEAC region, in line with HubSpot AI \/ Salesforce Einstein frameworks. It positions you to lead high ROI, responsible, and secure AI programs, contributing to digital transformation and the digital sovereignty of the continent.<\/p>","protected":false},"excerpt":{"rendered":"<p>Train for 3 months on recommendation, segmentation, and scoring models applied to digital marketing and e-commerce. Aligned with HubSpot AI \/ Salesforce Einstein, this UNIVGA certificate professionalizes your AI\/ML skills and accelerates your employability in Africa and internationally.<\/p>","protected":false},"author":1,"featured_media":0,"template":"","course-category":[1943],"course-tag":[],"class_list":["post-103189","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 IA Marketing, Recommandation &amp; Scoring \u2014 IA pour le Marketing &amp; E-Commerce - UNIVGA<\/title>\n<meta name=\"description\" content=\"Formez-vous en 3 mois aux mod\u00e8les de recommandation, segmentation et scoring appliqu\u00e9s au marketing digital et e\u2011commerce. 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