French

How to deal with missing values, 2022

Some new things.

How to deal with missing values, 2021

What are missing values and how to deal with them using R classical packages.

Partial Least Squares (PLS), an introduction

What is PLS and why ?

Introduction à l'apprentissage statistique

That course shows main goals of statistical learning detailing bias/variance tradeoff and most of my thesis results.

Genetics project in the context of high dimensional data

That course shows main goals of supervised and unsupervised methods to help students to prepare a project dealing with the 10X data set.

Supervised and unsupervised analysis for high dimensinal data

That course shows main goals of supervised and unsupervised methods and their applications through the spectrum of my proper applications.

PLS and sparse PLS

Introduction to PLS (Partial Least Square) and one of its sparse versions.

Maths and function analysis

Mathematical courses designed to fit to French second year medical students of the *Double Cursus Sante Sciences* expecting strong mathematical bases.

Maths and linear algebra

Mathematical courses designed to fit to French second year medical students of the *Double Cursus Sante Sciences* expecting strong mathematical bases.

Statistics and Probability

Mathematical courses designed to fit to second year medical students expecting strong mathematical bases.