There are a few ways you can recognize and remove unnecessary files from your PC. Firstly, you can use disk cleaning software to scan your system for unnecessary files and delete them. Secondly, you can manually check for temporary files and other unwanted items in the recycle bin, Downloads folder, or Documents folder. Lastly, you can use file management tools to find and delete large unwanted files.