PHP is a scripting language commonly used for web development. It allows dynamic generation of web page content through embedded PHP code. Some key things PHP can do include interacting with databases, processing user input, file handling, and more. PHP code is embedded within HTML using <?php ?> tags and variables, control structures, and other programming elements allow writing logic and dynamic functionality.