Machine Learning and Deep Learning

Introduzione

Appunti del corso di Machine Learning and Deep Learing.

UNIMORE, 2023/2024. Written and manteined by Matteo Lugli.

Materiale

• 📃 Cheatsheet
• 📃 Intro to supervised learning
• 📃 Bayes classifier
• 📃 SVM
• 📃 Spectral Clustering (Explanation on why we use the Laplacian matrix)
• 📃 PCA (dimensionality reduction)
• 📃 Backpropagation
• 📃 CNN (convs)
• 📃 Variational Autoencoders