Professor Jeff S
"Specialization is for insects" (Robert Heinlein). While most of these videos relate to college-level and pre-service mathematics, you'll find videos on other topics as well.
If you're looking to learn mathematics, then it is my objective and completely unbiased opinion that these are the best video lectures available anywhere: trust me, I'm on the internet.
But learning mathematics takes a little more than just watching videos. It's like becoming a tennis player. You can watch all the videos you want on how to throw a touchdown, but sooner or later you have to jump into the water. I've put together the videos in a self-directed study site; you can find more information about it at:
https://www.myopenmath.com/course/public.php?cid=107664

Solving Set Problems: Three Or More Sets

Venn Diagrams: Three Sets

Solving Set Problems Using Venn Diagrams; Two Sets

Introduction to Venn Diagrams

Joint Exponential Distributions

Joint Distributions: Continuous PDFs

Complementary Expectations

Joint Conditional Expectations

Expectations of Joint Distributions

Joint Distributions: Conditional Probabilities

Joint Distributions: Discrete Case

Exponential Distribution: Variance and Standard Deviation

More Memoryless Distributions

The Exponential Distribution: The Memoryless Property

The Mean of the Exponential Distribution

The Exponential Distribution

Expected Value and Variance of a Geometric Distribution

Geometric Distribution: The Cumulative Distribution Function

The Geometric Distribution

Variance of a Sum

Introducing the Variance

Expected Value of a Sum

Expected Value of a Function

Expected Value

Cumulative Distribution Functions (Discrete Random Variables)

Probability Mass Functions

Solving Ratio Problems

Two Way Contingency Tables

Probabilities of Compound Events

Equally Likely Outcomes