Les, the answer is yes.
However I'd suggest you learn to walk before you start to run.
You need the correct tools (not necessarily shop bought one either.)
Tool control is important, you can't just dig out the core, Once your inside, a dig-in or catch will being your tool swinging around against the side and - oh oop's! Bit's flying everywhere.
Work on small spindles, bowls and simpler projects to master the techniques, build up your skills. Work you way into bigger, deeper turnings. You'll not be able to do it straight out of the trap.