LAMP stands for Linux + Apache + MySQL + Php/Perl. This is a common setup for webhosting on a Linux server/VPS (Virtual Private Server). This is basically the “standard of the internet”. More here
I’ve broken this part into 2 sections: one for people who have decided to purchase a server from an online company for their hosting and one for people who decided to use one of their old PCs as a server.