Coursework for Computational Machine Learning II, taught in Term 2 at the Barcelona School of Economics, Class of 2022.
Two extended projects that together make up 80% of the final grade for the course. Taught by Jack Jewson.
- Project 1: K-Nearest Neighbours and SVM
- k-NN, SVM, hyperparameter optimization, class imbalance
- Project 2: Decision Trees
- decision trees, random forest, boosting, ensemble methods, neural networks