teaching

Hands-on course on efficient and low-cost AI, covering computational optimization of matrix operations (Python, C, GPU) and neural network compression techniques. Part of the PSL Week programme.

This course covers the foundational aspects of data science, including data collection, cleaning, analysis, and visualization. Students will learn practical skills for working with real-world datasets oriented on earth data (seismic data, Lidar data, satellite images…)

This course covers the foundational aspects of data science, including data collection, cleaning, analysis, and visualization. Students will learn practical skills for working with real-world datasets oriented on earth data (seismic data, Lidar data, satellite images…)

This course covers the foundational aspects of Git, from create a repository, push/pull your codes and work with collaborators

Fondamentaux de l’algorithmique et de la programmation en Python, depuis les bases du langage jusqu’aux méthodes numériques appliquées à la physique (intégration, équations différentielles, ajustement de données, nombres aléatoires).