Solutions of the homeworks proposed during one of the many Machine Learning courses held at the University of Padua in the academic year 2022/2023. Such homeworks covered some of the most important topics described during the lectures, mainly:
- Linear Regression.
- Support Vector Machines (SVM).
- Neural Networks ~ Clustering.
The folder of each homework contains the dataset (when required) and the .ipynb notebooks should be run locally or on an instance of Jupyter (using anaconda for example) in the same folder as the one of the dataset to allow for a correct access to the files.