Machine Learning Write Ups (in Portuguese)
The documents below are (very) introductory materials for a variety of machine learning sub-fields. These materials are chapters of my undergraduate thesis written in 2008. Even though these are fast-moving research areas, they can still serve as a first read for newcomers. All the documents are in Brazilian Portuguese.
- Genetic Algorithms (Algoritmos Geneticos)
- Bayesian Networks (Redes Bayesianas)
- Particle Swarm Optimization (Otimizacao por Enxame de Particulas)
- Neural Networks (Redes Neurais)
- Support Vector Machine (Maquina de Vetores Suporte)