I'd need a lot more remedial mathematics before I could get any mileage out of those ML/AI book recommendations. I haven't touched mathematics in a strict sense since my senior year of high school Calculus (I majored in the humanities), so I think you're absolutely right. People like me would need to spend a lot more time learning things like discrete math and statistics before moving up to these books.
