Quantum mechanics determined?

Do truly "random" events occur at quantum level that can't be accurately predicted by the laws of physics?

Or just nobody understands how to yet?

Also could anyone recomend me an elementary text on quantum mechanics? (Something readable and interesting that goes over some of the maths involved too)