PHP is a server-side scripting language commonly used for web development. It allows code to be embedded within HTML pages and run on the server, which can then access databases, files, and other server resources. PHP code is enclosed within <?php ?> tags and the output replaces the tags in the page sent to the client. Basic PHP setup involves installing the PHP engine on a web server like Apache or IIS.