The primary difference between a public cloud and a private cloud lies in accessibility and control. A public cloud is owned by a third-party provider and is available to the general public, offering scalability and cost-effectiveness. In contrast, a private cloud is dedicated to a single organization, providing enhanced security, control, and customization over resources, which is often crucial for compliance and sensitive data management.