PHP is a server-side scripting language used for web development. It allows developers to embed PHP code into HTML files. PHP scripts are executed on the server and can interface with databases. It is free and open source. Some key PHP concepts covered include syntax, variables, data types, operators, conditional statements, loops, functions, and how to use PHP with HTML. PHP files typically use the .php extension and can be edited in text editors or IDEs.