Fast Start for Microsoft Azure is a program that helps quickly deploy cloud workloads on Azure through education services, onboarding assistance from consultants, and documentation to plan next steps. It includes guidance to build skills among IT engineers, a 4-day on-site engagement for initial workload deployment, and support determining future Azure usage. The program is available for scenarios like Azure infrastructure, SQL Server, machine learning, and enterprise data warehousing.