January 2024 - January 2025
SDIA: Science des Données et Intelligence Artificielle
Moodle link
Subject:
Socomec Energy Storage Systems - development of a predictive model for batteries
Supervision of 4 students for one semester
September - December 2023
Course slides
Instructions for the TP
Git instructions for the TP
Moodle link
The original content has been developped and shared by Quentin Bramas.
December 2023
Slides about Git
Subject:
Develop a movie recommendation algorithm based on a data set designed for a competition called Netflix Prize.
2020 - 2024
Notions covered:
Machine learning and pattern recognition, Naive Bayes classification, Feature selection,
extraction
2020 - 2023
Notions covered:
Numbers representation, search for zeros, resolution of linear systems, Numerical Approximation/ Interpolation, ordinary differential equations
2022-2024
Notions covered:
Hypothesis testing, Regression, Introduction to Classification and Pattern Recognitio
2021-2022
Notions covered:
Project management on 4 different subjects/groups related to polynomial interpolation/approximation, images processing, and ordinary differential equations
2020-2021
Notions covered:
MATLAB basic commands and programming (Command window, ”.m” files, Objects,
Operations, Polynomials, Graph