In order to brush up my math skills, I started the Probability and Statistics by Stanford Online. I found it via the Free online machine learning curriculum by Chip Hyuen. If you do not know her, make sure to read her blog and books!
Sadly, the online platform that hosted the course will shut down. Hopefully, the course is hosted somewhere else, e.g. Open edX . I will update this post once I know more!