Wait til the Weekend
Python for Statistical Computing
MetaOptimize - A Machine Learning Q&A Community (Similar to StackOverflow)
Using bootstrap in cluster analysis
Git Magic – A Git Tutorial as a Video Game Analogy
Bayesian Reasoning and Machine Learning – Textbook with free online textbook (in beta) by David Barber.
Bioconductor Experiment Data Packages – A list of packages with experiment data (a lot of microarray)
Bioconductor One-day Overview Course – From Harvard Biostatistics Department (PDF)
Clustering and Visualization of Microarray Data – This is the best presentation I have seen of the topics, including clustering evaluation (PDF)
Statistical Microarray Data Analysis – This excellent presentation from the same guy includes the one above and discusses a much broader scope. (PDF)
Han-Ming Wu’s Site – This is the professor that released the above two presentations. He has more information on his site. (Only some English)
Very slick poster with ggplot2 graphics – Note the github project at the bottom.
Concentrations of Measure – This is Prof. Tyrone Vincent’s great presentation on probability inequalities from PASI
Machine Learning Video Lectures and Notes – Professor Tom Mitchell at Carnegie Mellon
Bayesian Statistics – Scholarpedia Entry (Recommended by Prof. Andrew Gelman)
