Statistical / Machine Learning Resources:

UCI Machine Learning Repository

Boosting

Variational Bayes

Machine Learning Dictionary

Tutorials on Machine Learning

NEC Citeseer

Online statistical software :

for astronomy and related physical sciences : StatCodes

General Statistics:R-Project

analysis and comprehension of genomic data:Bioconductor

Online manulas: R and Bioconductor, Programming in R, EMBOSS, Linux Essential,