Any newcomer to Helsinki from the US quickly learns to watch out for the bikers. They are everywhere and they are quick. Although admittedly not as bad as in Amsterdam. The main trick is to stay out of the bike paths which are thankfully marked
As snow and ice cover the marks for most of the winter, all marks on the sidewalk, and street for cars, are also marked overhead.