Azure Linux Virtual Machines allow users to deploy Linux-based operating systems, such as Ubuntu, CentOS, or SUSE, on a highly scalable and secure virtual environment. They enhance data management and data center infrastructure management by providing flexible resource allocation, high performance, and robust security for Linux-based applications and workloads.