I agree, there is some maths especially the basics of probability theory. My aim was to explain the formula used in the Bayesian inferences in a manner that isn't maths heavy.

But yes, you are right. It isn't sans maths entirely.

I had posted it on reddit and someone commented "Bayesian without maths, now I am waiting for your post on learning python without computers". I found it to be funny. :)