I disagree. If you open a probability textbook they'll recite the same thing. But in actual colloquial usage, gambling usually implies a lack of statistical edge and rigor.
If you tell people your uncle goes to Vegas every weekend to gamble, they will have a markedly different reaction than if you tell them he goes and counts cards every weekend.