Summer school
First ediction of the i-Bio summer school "Artificial intelligence for biologists" took take place at Banyuls-sur-mer with participation of Jean-Christophe Gelly and myself for animation of courses and practival tasks.
Master courses
I am an author and teacher in two master courses at the Biological faculty of the Engineering school EIDD:
Big data exploration in medicine and biology (Master 1, 50h)
In this course we address different methods for big data analysis and visualization. We explore the main principles of different dimensionality reduction and clustering techniques and apply them to biological and medical data.
Data mining and machine learning (Master 2, 60h)
We learn how to develop and compare predictive models using supervised machine learning techniques. Starting from the simplest linear regression model, we explore diverse approaches of increasing complexity such as decision trees, support vector machines and deep neural networks.
- Advanced programming in python (Master 2, 30h)
- Project management (Master 2, 8h)
- Bioinformatics (Master 1, 8h)
- Bio-statistics (Bachelor 3, 16h)
Student supervision
Students currently under my supervision:
Yann Vander Meersche (PhD student, former M1 intern 2020 of Master in Bioinformatics)
and former students:
Ravy Leon Foun Lin (Master 2 intern in 2023, Master in Bioinformatics, Lyon 1)
Julie Te (Master 1 intern in 2023, Master in In Silico Drug Design, Université Paris Cité)
Carrolynn Hierso (Master 1 intern in 2022, Engineering school, Université Paris Cité)
Thomas Bailly (Master 2 intern in 2022, Master in Bioinformatics, Université Paris Cité)
Yani Ren (Master 1 intern in 2021, Master in Bioinformatics, Université Paris Cité)
Mamadou Dansokho (Master 1 intern in 2021, Engineering school, Université Paris Cité)
Côme Ghadi (Master 1 intern in 2021, Master in In Silico Drug Design, Université Paris Cité)