Course overview
The program "AI and data-driven innovation: opportunities and risks for business" offers an in-depth analysis of how artificial intelligence is transforming business practices.
After an introduction to the basics of AI, participants will explore how companies use artificial intelligence to support decision-making, develop new innovation capabilities, and leverage data within a strategic framework. The course specifically examines the integration of AI into business intelligence systems and its application in real operational contexts.
Through concrete case studies, learners will analyze the role of AI in predictive and generative models, as well as the challenges associated with moving from pilot projects to large-scale deployments within organizations.
The program also addresses essential themes such as:
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data governance;
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the infrastructure required for AI projects;
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mechanisms to ensure legal compliance and ethics of artificial intelligence systems.
The course also examines several examples of major AI system failures, in order to understand their causes and identify strategies for designing more reliable and responsible systems.
Finally, a detailed analysis of the French AI ecosystem and legal frameworks related to data protection prepares participants to leverage artificial intelligence securely and effectively within their organization.
Programme du cours
2 sections 131 conférences •3,5 heures longueur totale
Introduction to AI & ML
- What is Artificial Intelligence?6 min
- Machine Learning vs Deep Learning5 min
- Setting up your development environment6 min
- Python basics for data science2 min
Supervised Learning
- Linear Algebra fundamentals40 min
- Statistics and Probability80 min
Ce que vous apprendrez
Pourquoi nous choisir
À qui s'adresse ce cours ?
Exigences
Certification
Une fois ce cours terminé avec succès, l'apprenant recevra gratuitement un certificat de réussite. Il pourra choisir la langue de son certificat (anglais ou français).
Conformité et alignement réglementaire
Pourquoi la formation à la conformité est importante
Parcours professionnel