Intelligenza Artificiale - Lezioni di Machine Learning

2022 - Lectures about Machine Learning (G. Lombardo)

Lecture 1: Fundamentals of Machine Learning (Slides)

Lecture 2: Classification (Slides)

Lecture 3: Decision tree and Ensemble Learning (Slides)

Lecture 4: Lab 1 (Material and slides)

Lecture 5: An Introduction to Neural Networks (Slides)

Lecture 6: Lab 2 (Material and slides)

Lecture 7: Design principle in AI (slides)

Lecture 7 bis:    Natural Language Processing (slides)

Lecture 8: Learning from sequences (slides)

Lecture 8 practice: Material for NLP,           (slides)

Lecture 9: Convolutional Neural Network (slides)