[c0balt]

Short answer, no.

There are better learning resources and a better ecosystem available around Nvidia cards & software (cuda).

Long answer, it depends. It will add more challenges and require significantly more effort (even outside the GPU programming itself, debugging toolchain etc. is a somewhat separate skill). The smaller/less mature ecosystem also means you will have less examples to look at for references.