Welcome! These are the homeworks that I made for my Machine Learning course (Apre @IST) class in the year academic year 2023/2024.
They were four in total, and each had a "Pen-and-paper" chapter, that I solved by hand on One Note, involving hand calculations and concepts, and a Programming chapter, solved on Jupyter Notebook.
Their topics are:
- Decision Trees and Evaluation (HW1)
- Bayesian and Lazy Learning (HW2)
- Neural Networks and Regression (HW3)
- Clustering and PCA (HW4)