How to delete files without sending them to Recycle Bin

You can simply use Shift+Delete instead of Delete, or you can use the following method, and even if you delete them with Delete, the files won't go to Recycle Bin:
1. Go to run, type gpedit.msc and press enter
2. Go to User Configuration -> Administrative Templates -> Windows Components -> Windows Explorer
3. Find the Do not move deleted files to the Recycle Bin setting
4. Double click it, check Enabled and press OK