PROGRAM
Foundations in Artificial Intelligence
- Artificial Intelligence and Data Science: Ethical and Social Issues
- Logics and Symbolic AI
- Probabilistic Models and Machine Learning
Optimization and Learning for AI
- Large Scale machine learning and Deep Learning
- Learning for Robotics
- Advanced Machine Learning and reinforcement learning
- Programming with GPU for Deep Learning
- Metaheuristics
Artificial intelligence in action
- Perception in autonomous systems
- Navigation in autonomous systems
- Natural Language Processing
- Multimodal Dialogue
- AI and E-Commerce
OBJECTIVES
- Offer our engineering students the main concepts as well as an advanced specialization in Artificial Intelligence, based on the teams' research and connections with industry, enabling them to make a significant contribution to the development of Artificial Intelligence in companies.
- Encourage our students to reflect on the future impact of Artificial Intelligence in our society by looking at historical, philosophical, sociological and legal factors.
- Consolidate our students' abilities to see a practical project through from start to finish in relation to the major current issues in Artificial Intelligence.
EXAMPLES OF INTERNSHIPS
- Fraud detection by semi-supervised learning
- Improvement of predictive models on stock and futures markets
- Re-identification of individuals by generative models
- Extraction of information from social networks
EXAMPLES OF PROJECTS
- Analysis and generation of classical French alexandrines
- Implementation of a deep learning method for evaluating image aesthetics
- Automatic classification of brain images by deep learning methods
- Automatic analysis of commercial contract text by deep learning methods
- Explicability of recommendation systems
PROFESSIONS
- AI project manager
- Data scientist
- AI expert engineer (text, images, video, robotics, etc.)
- Big data engineer
AMONG OUR RECRUITERS
- Large groups: Total, BNP Paribas, Crédit Agricole, Renault, EDF, Nokia, Airbus, Safran, Thalès, etc.
- SMEs: Della AI, Cleed, Keeneye, Meero, etc.
CONTACT
Elisabeth Brunet
Coordinator of the Advanced Course
Email : @elisabeth.brunet
