This is our book based on the ICFP Master 2 course the three of us gave from 2107 to 2021!
It is intended to give students the notions necessary for data-driven modelling, ranging from statistical inference to machine learning. The methods are illustrated by various tutorials in biology and physics.
Author affiliation:
Laboratoire de physique de L’École normale supérieure (LPENS, ENS Paris/CNRS/Sorbonne Université/Université de Paris)
Corresponding author: Simona Cocco – Rémi Monasson – Francesco Zamponi
Communication contact: L’équipe de communication