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

Introduction to Deep Learning

27 mars 2025, 09:00
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 Deep Learning (DL). We will focus on Multilayer Neural Network (MLP) and Convolution Neural Network (CNN).
In particular, we will talk about :
- artificial neuron,
- MLP : structure and how it works,
- CNN : structure and how it works,
- a brief review of other NN structures.
Some exercises will be provided to program simple MLP and CNN in Python with Keras.

Prerequisites:
- Practice of Python and main libraries (numpy, pandas, matplotlib).
- Priority will be given to the attendees of « Initiation to Machine Learning ».

Documents de présentation

Aucun document.