Aprendizado Não Supervisionado
(MO433/MC934)

Prof. Alexandre Xavier Falcão

1. Agosto 2025

Instructions to create a python environment
Introduction to Unsupervised Learning
Probability Density Functions
Dimensionality Reduction and Data Visualization
Unsupervised Feature Learning with CNNs
Data Clustering
Introduction to Image Generation
Image Generation by GANs
Image Generation by Diffusion Models
Image Generation by Stable Diffusion