Basic Machine Learning Exercises

This repository contains three sets of exercises completed for Machine Learning course offered by the University of Padova in Autumn 2022 (academic year 2022-2023). The exercises cover the following topics:

1. Manual implementation of perceptron, logistic regression using scikit-learn, and linear regression using scikit-learn.
2. Support Vector Machines.
3. Image classification using Neural Networks.