[How to] Fix - PHP Fatal Error: Out Of Memory

[How to] Fix - PHP Fatal Error: Out Of Memory: "The first thing I could think of was to restart the Apache httpd service. This immediately solved the issue. but I knew this is not a permanent fix for the issue. When I researched further, I got to know that the error comes when certain PHP scripts require more memory than PHP was allowed by default."