How would one know ahead of time what requires licensing and what doesn't? Does applying wallpaper? What about cleaning the clothes dryer's exhaust pipe? Elect

How would one know ahead of time what requires licensing and what doesn't? Does applying wallpaper? What about cleaning the clothes dryer's exhaust pipe? Electric is obvious, but did the accused here actually know that tiling and painting requires a license?