Teaching activities

(December, 2022) I gave a masterclass in deep learning and medical applications at Institut Gustave Roussy.

(November 2022-March, 2023) I again ran the practical sessions for CentraleSupélec course VIC - Vision par Ordinateur, including a vehicle detection assignment hosted on Kaggle

(October, 2022) I gave a guest lecture on clustering for CentraleSupélec course Foundations of Machine Learning. The slides are available here.

(December 2021-March, 2022) I ran the practical sessions for CentraleSupélec course VIC - Vision par Ordinateur, including a vehicle detection assignment hosted on Kaggle

(October, 2019) I gave an updated version of my workshop again for PSL course Génomique et Bioinformatique: Une Introduction.

(November, 2018) I presented the introductory workshop at MINES ParisTech course Deep Learning For Image Analysis

(November, 2018) I presented my deep learning workshop in lecture form to 2nd year students as part of PSL course Génomique et Bioinformatique: Une Introduction.

(March, 2018) I was teaching assistant during the workshops of Large-Scale Machine Learning and Data Mining at MINES ParisTech. I also created the workshop on stochastic gradient descent.

(October, 2017) My deep learning workshop will feature in PSL course Introduction to Bioinformatics and Genomics with a new branch for cell data.

(October, 2017-January, 2018) I was a teaching assistant for course Introduction to Machine Learning at CentraleSupélec in Autumn, 2017. Public version of labs available here. Solved versions of labs I was responsible for creating are Intro/PCA, Convex Optimisation, and Support Vector Machines.

(May, 2017) I gave a workshop on deep learning with TensorFlow at our lab retreat in May, 2017. I have also made Docker images of the workshop available on Docker Hub.

(March, 2017) I was teaching assistant during the workshops of Large-Scale Machine Learning and Data Mining at MINES ParisTech.