Azure uses containers as standardized software units to encapsulate applications and their dependencies, providing a lightweight, portable environment for consistent application running across different platforms. Azure Kubernetes Service simplifies deployment and management of containerized applications, offering benefits like portability, scalability, resource efficiency, and seamless integration with DevOps practices.