So if one is not very experienced in game engines but likes to tinker and try out a game engine, is Godot something I could check out? I mean, without knowledge of coding.
Yes! To just tinker you've got GdScript which is Godot's built in scripting language similar to Python. I haven't tried it myself but I hear it's great for beginners.