PHP is a programming and scripting language. It is mainly used for scripting as it can be very easily embedded in HTML for building websites. PHP is mainly used for web development.
Getting started with PHP is simple. You don't need any prior knowledge of coding to learn PHP. It is a very easy language to learn for anyone.
Here is a example of how your "hello world" program in php would look like :
echo "Hello world";