I have been reading, my conclusions:
1- It seems that only Nvidia GPUs have CUDA,
2- It seems that GPUs that support CUDA are the ones needed in order to train models.
I borrowed x2 Sapphire Radeon Nitro Rx 470 4GB, is there a possibility to use them for training? (is there a flow in my logic)