Serverless computing changes application deployment by allowing developers to focus on writing code without managing the underlying infrastructure. In this model, the cloud provider automatically handles server provisioning, scaling, and management. This results in improved developer productivity, reduced operational costs, and automatic scaling based on demand, fostering rapid innovation and application development.