The Linux booting process begins with the BIOS performing basic checks before activating the MBR, which then loads the boot loader GRUB. GRUB executes the Linux kernel, which loads the root file system, init, device drivers, and runlevels to start Linux in single-user, multi-user, or graphical mode.