I am here in the University of Washington for the 1st Summer Institute in Statistics for Big Data. This 2 weeks' summer institute covers from getting big data, visualizing big biomedical data, machine learning to reproducible research.
Check the website here: http://www.biostat.washington.edu/suminst/sisbid/modules
All the studying materials are on github: https://github.com/SISBID
Free ebook for statistical learning: An introduction to statistical learning