Data Mining: Neural Networks for Classification

Table of Contents

Syllabus

Two-part lecture: we start with the definition of neural networks and introduce Supervised Machine Learning for classification, then we focus on convolution newtworks.


Session 1: 17/11/2026 and 18/11/2026

Cours

Introduction to neurla networks: slides (handout versions)

Lab Session

  • Right-click to save the file below:
  • classification MNIST
  • go on colab, open the jupyter notebook and code!

Session 2: 24/11/2026 an 25/11/2026

Lecture

Image convolutions for classification:slides (handout version)

Lab Session

References

videos !!



References

Author: Joseph Le Roux

Created: 2026-08-13 jeu. 12:08