PHP is a server-side scripting language used for web development. It allows embedding PHP code in HTML pages which will be executed on the server to generate dynamic web page content. The document outlines an agenda for a PHP training session, including a warm up on SQL and XAMPP, a presentation on PHP basics, a practical coding exercise, and questions. It also provides some background on PHP including its history, alternatives, and how it generates web pages. Key PHP concepts like variables, strings, arrays, and object-oriented programming are briefly introduced.