https://www.youtube.com/watch?v=MrIFte_rOh0
as the title says, a short 15 minute video

University of Michigan - Ann Arbor

https://www.youtube.com/watch?v=BrK7X_XlGB8&feature=youtu.be

A visual guide to Bayesian thinking

https://www.youtube.com/watch?v=6niqTuYFZLQ
It's pretty long but it's fairly thorough

https://www.youtube.com/watch?v=uPUEq8d73JI
David silver and Lex Fridman talk about some very topical deep learning/machine learning podcasts.