I would suggest "elements of statistical learning". If possible I would also try to study some econometrics which gives unparalleled insight into the correlati

I would suggest "elements of statistical learning". If possible I would also try to study some econometrics which gives unparalleled insight into the correlation vs causation issue. You can think of econometrics as a branch of statistics that remained separate from the mainstream for historical reasons.