Is it possible to change Android ID without root access nor factory reset?

I have an Android 10 phone (OnePlus 5) and I want to change the Android ID (I think this is what apps use to identify you sometimes). I read that either I can do a factory reset or root my phone, both of which probably involve wiping the data clean which I want to avoid, and rooting looks complicated. But I read that it's possible to change the Android ID by just using some command line tools, is it possible?