Azure Monitor Private Link Scope provides private connectivity between applications deployed in virtual networks and Azure services using the Microsoft network. Private Link Scope offers connectivity to Azure services like Application Insights components and Log Analytics workspaces, simplifying the network architecture by securing connections between applications and specific service instances.