Resources provided by Will Lowe
The slides from yesterday's short course are available here:
http://www.nottingham.ac.uk/~ldzwl/data/statistics-for-computer-scientists.pdf
This is a link to an excellent web textbook. Despite its rather garish colour scheme this is accurate and quite clear on the topics it covers.
http://davidmlane.com/hyperstat/index.html
Some participants asked specifically about robustness of t-tests to non-normality. They can investigate this question directly using this little applet:
http://onlinestatbook.com/stat_sim/robustness/index.html
This is one of several statistics related applets available from:
http://onlinestatbook.com/stat_sim/index.html