Hi Igor,
Modern Applied Statistics with S is an excellent book. So is
Data Analysis and Graphics Using R, by Maindonald and Braun. If you are just starting out in the area of statistics, these books are likely to prove challenging.
If you are looking for some good on-line courses, you might want to look at offerings from
Statistics.com.
I have taken a number of courses from them, and most have been good.