Did you know that a series of statistics short videos is available at the Madrid based university Carlos III website?
These videos show different theoretical statistical topics. Each video is an easy to follow online tutorial that includes a guide showing step by step procedures for working with concepts such as average or population median and also including practical examples.
Watch here