I've downloaded the tool from fedora website, which automatically downloads the os image, and creates the usb for you. Set the password in the UEFI Setup, then disabled Secure Boot, set USB to be the first drive to boot. Save and exit.
Configure keyboard layout, then I've entered the drive setup section, you have leave selected the drive, then you can choose 3 options, I've selected the middle one, it's something like "manual setup", then I decided to completely wipe the windows stuff and made the partition table (GPT) like this:
mount point - partition type - size