The textbook in STK4030-f12 will …

The textbook in STK4030-f12 will be: Hastie, T.J., Tibshirani, R.J. and Friedman, J. (2009). The elements of statistical learning: data mining, inference, and prediction. 2nd ed. Springer, New York.

There is a pdf version publically available. The material to be covered is large parts of chapters 1-9.