This repository contains Matlab classes that cover the following topics:
- Supervised learning: parametric/non-parametric algorithms, support vector machines, kernels, neural networks.
- Unsupervised learning: Clustering, dimensionality reduction, recommender systems, deep learning
- Best practices in machine learning by using Matlab: bias/variance theory, innovation process in machine learning and Artificial Intelligence.