This web page links some of the most relevant resources on Bayes Networks, Causality, Signal Processing, Time Series, Wavelets and Probabilistic Graphical Models. Some materials are very old (specially those ones related to Wavelet Transform) thus are not available online anymore. Consider this page as a repository for those resources.