teaching

Materials for "Introduzione all'Apprendimento Automatico" (Introduction to Machine Learning).

This page will host the links to the various notebooks for “Introduzione all’Apprendimento Automatico” for the a.y. 2022-23, as well as supplementary material and relevant projects.

Notebooks

0 - Python Cheatsheet

1 - Elaborazione Immagini (Image Processing)

Solutions for the “Shining” exercise: Basic, Advanced

Best score for the “Instagram Filter” exercise: 52.59

2- Computer Vision

3 - Scikit-Learn

4 - Introduzione a Keras (Intro to Keras)

5 - Transfer Learning e Autoencoders (Transfer Learning and Autoencoders)

6 - LSTMs

Special Seminary - AlgoUnibo

Notebook