Even with the Air France flight, it's extremely unlikely that turbulence alone caused it to go down. There's various theories around, but a loss of some of their flight instruments may have occurred at the same time.

By far the biggest danger is not to the plane but to you -- people frequently get broken bones bouncing around in the cabin during severe turbulence. So just wear your seat belt.