This is an excellent book by L. V. Tarasov on probability.
https://archive.org/details/TheWorldIsBuiltOnProbability
I have always found Russian math book writers to be on point, not going too much over your head, also respecting the reader's intelligence. If you like it, then you will love his calculus book, that one is also a real gem.