A Linux LAMP installation guide is a step-by-step tutorial that provides instructions for setting up a LAMP (Linux, Apache, MySQL, PHP) stack on a Linux operating system. It includes the installation of essential components such as Apache web server, MySQL database server, PHP scripting language, and phpMyAdmin for database management.