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If your notebook comes with an operating system preinstalled you can use it to download an image of the Linux distro you want. Then, assuming your notebook doesn't have CD/DVD station, make a USB bootable drive of the image you downloaded using a free tool like Unetbootin
. Once that's done, reboot your notebook from the USB drive and install your favorite Linux distro.