Is there a way to create an Azure Data Science VM using Terraform?

I am using Terraform to create Azure VMs, but since those don't have much functionality installed, I was investigating on other Azure resources. I found the Azure Data Science VM is the one that covers most of my requirements, so I was wondering if there is a way to create those with Terraform. I can't see it in the documentation, but maybe there is a workaround.

Any orientation on this would be great!

Assumption

Azure Resource Model.

Steps

There will be several steps to this process. You'll firstly need to retrieve a platform image.

data "azurerm_platform_image" "test" {
   location  = "West Europe"
   publisher = "Microsoft"
   offer     = "xx"
   sku       = "xx"
}

Before you can fully populate this however, you will need to retrieve the SKU and Offer. Annoyingly, this isn't readily available on the internet and requires an API call or Powershell fun.

This link will help you achieve this.

Once you've got the above terraform populated, you can then utilise this to create a virtual machine.

resource "azurerm_virtual_machine" "test" {
    name                  = "acctvm"
    location              = "West US 2"
    resource_group_name   = "${azurerm_resource_group.test.name}"
    network_interface_ids = ["${azurerm_network_interface.test.id}"]
    vm_size               = "Standard_DS1_v2"

storage_image_reference {
    id = "${data.azurerm_platform_image.test.id}"
}

storage_os_disk {
    name              = "myosdisk1"
    caching           = "ReadWrite"
    create_option     = "FromImage"
    managed_disk_type = "Standard_LRS"
}

# Optional data disks
storage_data_disk {
    name              = "datadisk_new"
    managed_disk_type = "Standard_LRS"
    create_option     = "Empty"
    lun               = 0
    disk_size_gb      = "1023"
}

storage_data_disk {
    name            = "${azurerm_managed_disk.test.name}"
    managed_disk_id = "${azurerm_managed_disk.test.id}"
    create_option   = "Attach"
    lun             = 1
    disk_size_gb    = "${azurerm_managed_disk.test.disk_size_gb}"
}

os_profile {
    computer_name  = "hostname"
    admin_username = "testadmin"
    admin_password = "Password1234!"
}

os_profile_linux_config {
    disable_password_authentication = false
}

tags {
    environment = "staging"
}
}