Do not get an option to select virtual network while create a cloud service in Azure

I want to create a new VM under a Virtual Network with a certain class C subnet, however I do not get an option to do so. I read that I need to select the virtual network during cloud service creation which will be used for the VM to do so, however I do not get an option. I only get an option of URL and location while create a cloud service.