During every machine learning tutorial you'll find, there is the common "You will need to know x amount of stats before starting this tutorial". As such, using your knowledge of stats, you will learn about machine learning.

My question is whether this can be reversed. Can a computer science student learn statistics through studying machine learning algorithms? Has this been tested, at all? Are there examples where this is the case already?