I have had shoulder and back problems through the years, so mainly what the physical therapists have taught me. A combo of elastic bands, dumbells and a weight machine, but nothing exceptionally heavy. I just don't want to be a blob as I get older.
But I'd much rather ride my bike. Even if it's on a trainer.