Dual core CPUs are CPUs with two cores.
Intel Core 2 Duo CPUs are a specific line of dual core CPUs.
Regarding the source Broni used, that line is actually called the Pentium Dual Core - not to rip a hole in you or anything, but CPU naming is confusing enough.