When I was first learning Linux (almost 20 years ago [yikes]), I installed it by hand using the Linux From Scratch guide. It was invaluable for learning a ton about how Linux works at a deep level. While a lot has changed since then (mainly due to UEFI), that knowledge is still valuable for understanding how a system functions.
http://linuxfromscratch.org/