{"id":102874,"date":"2026-05-02T11:06:47","date_gmt":"2026-05-02T10:06:47","guid":{"rendered":"https:\/\/univga.org\/courses\/certificat-professionnel-en-analyse-de-donnees-avec-python-pandas-numpy\/"},"modified":"2026-05-02T11:06:47","modified_gmt":"2026-05-02T10:06:47","slug":"professional-certificate-in-data-analysis-with-python-pandas-numpy","status":"publish","type":"courses","link":"https:\/\/univga.org\/en\/courses\/certificat-professionnel-en-analyse-de-donnees-avec-python-pandas-numpy\/","title":{"rendered":"Professional Certificate in Data Analysis with Python (Pandas, NumPy)"},"content":{"rendered":"<p>In a global context where <strong>digital transformation<\/strong> relies on data and\u2019<strong>Generative AI<\/strong>, Africa is accelerating: adoption of LLMs, process automation, and digital sovereignty are becoming strategic. Banks, insurance companies, telecoms, fintechs, healthcare, agritech, and governments are looking for professionals capable of transforming raw data into reliable decisions and intelligent services. The <strong>AI &amp; Data Science Foundations<\/strong> \u2014 collection, quality, exploration, statistical modeling \u2014 form the foundation of any responsible and high-performing AI system. Mastering applied statistics and analysis with Python allows for the industrialization of high-impact use cases: churn reduction, credit scoring, predictive maintenance, and marketing management. Supported by UNIVGA, this certificate addresses the urgent need for upskilling on the continent by placing scientific rigor, business relevance, and regulatory compliance at the heart of learning.<\/p>\n<p>The UNIVGA method combines training <strong>100% Online<\/strong>, asynchronous rhythm (5-8 hours\/week) and <strong>practical projects<\/strong> anchored in real African datasets. You progress through reproducible Python Jupyter notebooks (NumPy, Pandas, SciPy, scikit-learn), with Git version control and good engineering practices. The curriculum strictly aligns with the repository <strong>IBM Data Science \/ Coursera Applied Data Science<\/strong> and integrates trust frameworks <strong>EU AI Act<\/strong>, <strong>ISO\/IEC 42001<\/strong>, <strong>OWASP LLM Top 10<\/strong>, <strong>NIST AI RMF<\/strong>. Each sequence leads to a useful deliverable for companies: reasoned EDA, hypothesis testing, dashboards, preparation pipelines, and quality feature sets. The methods and tools taught are immediately deployable in startups, IT departments, ministries, or laboratories for decision-making. <strong>data-driven<\/strong>.<\/p>\n<p>At the end, you will have a portfolio of ready-to-use notebooks, indicators and models to evolve towards functions 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>AI Ethics Officer<\/strong> or <strong>AI Security Specialist<\/strong>. The <strong>Professional Certificate UNIVGA<\/strong> Leverage your expertise with banks, insurance companies, telecommunications firms, fintechs, agritechs, healthtechs, GovTech ecosystems, consulting firms, and major administrations in CEMAC\/CEEAC. You will be able to connect business needs with robust statistical analyses, explain your choices, document your results, and contribute to responsible, reliable, and secure AI value chains\u2014a decisive advantage for competitiveness and employability in African and international markets.<\/p>","protected":false},"excerpt":{"rendered":"<p>Become operational in data science and applied statistics with Python, Pandas, and NumPy. The UNIVGA certification, aligned with IBM Data Science \/ Coursera Applied Data Science, this project-oriented program accelerates your employability in Africa and internationally.<\/p>","protected":false},"author":1,"featured_media":0,"template":"","course-category":[1943],"course-tag":[],"class_list":["post-102874","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 Analyse de Donn\u00e9es avec Python (Pandas, NumPy) - UNIVGA<\/title>\n<meta name=\"description\" content=\"Devenez op\u00e9rationnel en data science et statistiques appliqu\u00e9es avec Python, Pandas et NumPy. 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