Sign in to YouTube
Click your profile picture
Select YouTube Studio
Click Settings
Click Channel
Click Advanced settings
Find the option to make the channel private or hide your channel content
Follow the prompts to confirm the change
If needed, set individual videos to Private in Content
Select the videos
Click Visibility
Choose Private
Save changes