Prokaryotes do not have a well-defined nuclear membrane. The coiled DNA particles lies naked in the cytoplasm. Such a structure is called nucleoid or incipient nucleus.
Eukaryotes have a well-defined nuclear membrane around the nucleus within which the DNA lies.