UE1 - Introduction to Machine Learning and Socio-Economic perspectives of AI

UE1 - Introduction to Machine Learning and Socio-Economic perspectives of AI
Master Droit de la propriété intellectuelleParcours Artificial Intelligence, Digital Technologies and Intellectual Property (M2 uniquement) (Formation continue)

Description

This unit introduces students first to the fundamental concepts and techniques of artificial intelligence (AI) and machine learning (ML). It provides an overview of key AI/ML algorithms and their practical applications, while developing basic programming skills in Python. Through practical exercises and a collaborative AI hackathon, students will gain hands-on experience in implementing and experimenting with machine learning methods.  
The unit then provides students with an interdisciplinary understanding of artificial intelligence and emerging digital technologies. It examines the broader societal context of AI by exploring its philosophical, sociological, economic and environmental implications. 

Pedagogical objectives:  

  •     Understand the fundamentals of AI and Machine learning, 
  •     Develop fundamental coding skills in Python for AI/ML. 
  •     Gain hands-on problem-solving experience through practical coding examples and an AI Hackathon. 
  •     Understand philosophical, sociological, and economic frameworks for analysing AI. 
  •     Critically assess the social and environmental impact of digital technologies. 

MCC

Les épreuves indiquées respectent et appliquent le règlement de votre formation, disponible dans l'onglet Documents de la description de la formation.

Régime d'évaluation
CT (Contrôle terminal, mêlé de contrôle continu)
Coefficient
8.0

Évaluation initiale / Session principale - Épreuves

LibelléType d'évaluationNature de l'épreuveDurée (en minutes)Coéfficient de l'épreuveNote éliminatoire de l'épreuveNote reportée en session 2
Hackathon Presentation
CTPR301
Decoding AI Algorithms
CTET901
Structured Debates (UE1 & UE2)
CTEO302
Attendance
CCPN1

Seconde chance / Session de rattrapage - Épreuves

LibelléType d'évaluationNature de l'épreuveDurée (en minutes)Coéfficient de l'épreuveNote éliminatoire de l'épreuve
CTEO301

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