To set your tour up as a Private Tour, navigate to the Settings tab on the product edit interface, scroll down and check the box marked "This product is private (there will be no other travelers)"
It is common for Private tour pricing to be set up based on group size, if this is the case see our Group Pricing article for information on how to set up your pricing.