Here is a simple step to set your Youtube Privacy.
1. Select the video file on the video library.
2. Click "Details" on the upper-left.
3. On the lower-right corner you will see the Youtube privacy options. Select the setting you want then click on SAVE button.
When you publish the video to Youtube, it will automatically set the video to Public.