This repository holds the LaTeX source code of a B.Sc. Computer Science thesis called Machine Learning: Un enfoque práctico in its original language, Spanish, being translated as Machine Learning: A practical approach. Its author is José M. Camacho, and was supervised by Fernando Sancho Ph.D., both of them from Universidad de Sevilla, University of Seville. The thesis's title is a reference to a great book by Russel and Norving.
The document, which can be downloaded here, presents an inital practical and personal approach to machine learning. During the thesis, these projects were created:
- BMO: A Machine Learning toolbox based on Docker and IPython Notebook.
- NYC-Taxi-Tip-Predictor: A case study for predicting the tips in the New York City taxis.
If you need to citing this thesis, here is its BibTeX reference:
@book{camacho2014machine,
title = {Machine Learning: Un enfoque práctico},
author = {Camacho, José M.},
supervisor = {Sancho, Fernando},
url = {https://github.com/josemazo/bsc-cs-thesis},
year = {2014}
}