There are many stats video courses on YouTube. I list a few here:

https://github.com/melling/MathAndScienceNotes/tree/master/s...

Harvard 110 is a good beginner course. Someone did the lecture notes too:

http://www.mxawng.com/stuff/notes/stat110.pdf

And a 10 page cheatsheet:

http://www.wzchen.com/probability-cheatsheet