Bootable USB
A Bootable USB is a USB drive that has a mini operating system on it. Just enough of one to allow you to boot.
Creating
- 
Download an iso to ISO-PATH. An iso is the raw 1s and 0s of the entire operating system: you can find it by searching the internet for "\<distro> download". 
- 
Flash the iso to a USB drive. NOTE: etcher is easier than the below methods, but it sends tracking requests to various sites including google-analytics (source). - 
If on Windows use a program called "rufus" 
- 
If on Mac or Linux - 
Open Terminal as administrator 
- 
Find the drive path of the drive you wish to write ( sudo fdisk -lcan help with this)
- 
MAKE SURE YOU HAVE THE CORRECT DRIVE 
- 
MAKE SURE YOU HAVE THE CORRECT DRIVE AGAIN 
- 
Execute sudo dd if=ISO-PATH of=DRIVE-PATH status=progress
 
- 
 
- 
Terminology Notes:
Installation Media
A way to install another operating system, sometimes a Live USB.
Live USB
A bootable operating system that you can preform normal tasks in. This does not store the files you create, much like a guest session. Can be used for recovery and trying out distros.