One of your roles as a presenter is to remove anything that can distract your audience from your message. If you're planning to share your screen as part of your presentation, these can also be your desktop icons.
Here's how to hide them:
- PC: Right click on your desktop -> View -> Show desktop icons
- Mac: The free app HiddenMe
Yes, it's that easy.