Debian, Fedora, or something else?

So I wanna jump into Linux, which free to download distro should I go with?

Steer clear from Fedora. Their distro contains braindead decisions that really makes you think "what the fuck were they smoking?". Not to mention the shitty default theme (of which some parts aren't changeable).