What do I need to read to understand $PATH

Question

I'm new to programming/development and I'm having trouble installing development tools.One of my biggest problems when installing something is understanding the shell or terminal (are they the same thing?) and how it relates to installing tools like uncrustify for example. What do I need to read to understand the shell/terminal and $PATH?