A repo for the Machine Learning course offered by Abo Akademi Computer Science Dept.
The course content is organized as follows:
- Linear methods for regression
- Logistic methods for regression
- Linear methods for classification
- Tree-based methods for regression and classification
- Methods for high-dimensional problems
- Support vector machines
- Unsupervised methods
- Bayesian learning