I think you misunderstand.

Here’s an example. It has the math but doesn’t require that you “know” how to work the formulas or equations.

Because he’s doesn’t require that you know the math. He shows it, explains it, and visualizes the concept.

Quantum Mechanics 1b - Birth of the Quantum II

I can’t remember which video it was but in one he explains about how Einstein was shown that the Heisenberg uncertainty principle was related to relativity in a series of letters. At which point Einstein conceded the point.

All this was done showing the equation… and then shifting the pieces around and explaining what they were. Until at the end what was left… was e=mc^2.

Edit: It was this video but I misremembered. It uses Einsteins equations to prove the uncertainty principle

Quantum Mechanics 3b - Probability and Uncertainty II

My point isn’t that the math isn’t there. It’s just that you’re not dropped into a video with here’s a formula… solve it and you’ll see why XYZ is true. The equations themselves are explained, visualized, etc.

If there’s a concept such as bell curves he shows that without requiring you do the numbers by showing how random motion will lead to certain probabilities over others.

Check this out

Quantum Mechanics 1a - Birth of the Quantum I

And then compare to this next episode in the series

Quantum Mechanics 1b - Birth of the Quantum II

And this later one. Where he gets more and more into the mathematics. But you’re not just thrown into the deepend at the start

Quantum Mechanics 5a - Schrödinger Equation I