This might be a really stupid question, but maybe someone knows the answer...

I was watching this adventure show on TV today, and they were looking for gold. They were breaking open quartz stones, and checking if there were any gold veins in it.
I don't really know how geology works. Could I just walk around the forest, search for quartz, break one open, and find gold?