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24 mars 2025 à 4 avril 2025
IJCLab
Fuseau horaire Europe/Paris

Introduction to Machine Learning

25 mars 2025, 14:00
3h 30m
Batiment 100 / Niveau -1 / Salle A913 (IJCLab)

Batiment 100 / Niveau -1 / Salle A913

IJCLab

Orateur

Francoise BOUVET (IJCLab - CNRS - UPsay)

Description

We will describe the main concepts of Machine Learning (ML) and give some clues to address a problem of ML. In particular, we will talk about :
- the concepts of AI/Machine Learning/Deep Learning,
- supervised/unsupervised learning,
- the preprocessing of the data,
- the general principle of the algorithm,
- the main pitfalls,
- the evaluation of the training and the outcomes.
Some exercises will be provided to understand the basic concepts of standard ML methods.

Prerequisites: practice of Python and main libraries (numpy, pandas, matplotlib).

Documents de présentation

Aucun document.