For statistical learning, the book I mentioned Nonparametric Statistics for the Behavioral Sciences, should make a good contribution to statistical learning.

For statistical learning, the book I mentioned Nonparametric Statistics for the Behavioral Sciences, should make a good contribution to statistical learning. Some of the techniques are so robust, i.e., need such meager assumptions, that they should be especially welcome in automatically applied AI (artificial intelligence) applications. Actually the book ISLR, Introduction to Statistical Learning, does claim to cover "Resampling methods"