Here are some good videos on probability and statistics. I also found them perfect as a quick refresher.

**Probability Course by Hossein Pishro-Nik**

Video and online book

**ActuarialPath**

Videos

And here a full university course:

**Probabilistic Systems Analysis and Applied Probability**

Videos and assignments

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