PHP is a server-side scripting language that is embedded into HTML files. The goal is to generate client-side code like HTML, CSS, and JavaScript. PHP files are executed on the web server and must be saved in a subdirectory that is accessible to the server, like /var/www. PHP allows variables, operators, conditional statements, loops, functions, and arrays. Sessions and cookies can be used to store and retrieve information across multiple requests.