diff --git a/azurerm/resource_arm_machine_learning_workspace.go b/azurerm/resource_arm_machine_learning_workspace.go
index edb5254583132..f13ac14c489bc 100644
--- a/azurerm/resource_arm_machine_learning_workspace.go
+++ b/azurerm/resource_arm_machine_learning_workspace.go
@@ -84,6 +84,16 @@ func resourceArmAmlWorkspace() *schema.Resource {
 				Optional: true,
 			},
 
+			"sku_name": {
+				Type:     schema.TypeString,
+				Optional: true,
+				ValidateFunc: validation.StringInSlice([]string{
+					"Basic",
+					"Enterprise",
+				}, true),
+				Default: "Basic",
+			},
+
 			"tags": tags.Schema(),
 
 			"identity": {
@@ -131,6 +141,7 @@ func resourceArmAmlWorkspaceCreateUpdate(d *schema.ResourceData, meta interface{
 	containerRegistry := d.Get("container_registry_id").(string)
 	applicationInsights := d.Get("application_insights_id").(string)
 	discoveryUrl := d.Get("discovery_url").(string)
+	skuName := d.Get("sku_name").(string)
 	t := d.Get("tags").(map[string]interface{})
 
 	existing, err := client.Get(ctx, resGroup, name)
@@ -144,7 +155,7 @@ func resourceArmAmlWorkspaceCreateUpdate(d *schema.ResourceData, meta interface{
 		}
 	}
 
-	// TODO -- should validate container registry enable_admin is enabled.
+	// TODO -- should validate container registry admin_enabled is enabled.
 	workspace := machinelearningservices.Workspace{
 		Name:     &name,
 		Location: &location,
@@ -159,6 +170,7 @@ func resourceArmAmlWorkspaceCreateUpdate(d *schema.ResourceData, meta interface{
 			KeyVault:            &keyVault,
 		},
 		Identity: expandAmlIdentity(d),
+		Sku:      &machinelearningservices.Sku{Name: utils.String(skuName)},
 	}
 
 	result, err := client.CreateOrUpdate(ctx, resGroup, name, workspace)
diff --git a/website/docs/r/machine_learning_workspace.html.markdown b/website/docs/r/machine_learning_workspace.html.markdown
new file mode 100644
index 0000000000000..d032db3bc2f27
--- /dev/null
+++ b/website/docs/r/machine_learning_workspace.html.markdown
@@ -0,0 +1,99 @@
+---
+subcategory: "MachineLearning"
+layout: "azurerm"
+page_title: "Azure Resource Manager: azurerm_machine_learning_workspace"
+sidebar_current: "docs-azurerm-resource-machine-learning-workspace"
+description: |-
+  Manages a Azure Machine Learning Workspace.
+---
+# azurerm_machine_learning_workspace
+
+Manages a Azure Machine Learning Workspace
+
+## Example Usage
+
+```hcl
+data "azurerm_client_config" "current" {}
+      
+resource "azurerm_resource_group" "test" {
+  name     = "acctestRG-mlservices-%d"
+  location = "%s"
+}
+
+resource "azurerm_key_vault" "test" {
+  name                 = "acctestvault%d"
+  location             = "${azurerm_resource_group.test.location}"
+  resource_group_name  = "${azurerm_resource_group.test.name}"
+  tenant_id            = "${data.azurerm_client_config.current.tenant_id}"
+
+  sku_name = "premium"
+}
+
+resource "azurerm_storage_account" "sa" {
+  name                     = "acctestsa%d"
+  location                 = "${azurerm_resource_group.rg.location}"
+  resource_group_name      = "${azurerm_resource_group.rg.name}"
+  account_tier             = "Premium"
+  account_replication_type = "LRS"
+}
+
+resource "azurerm_application_insights" "test" {
+  name                 = "acctestai-%d"
+  location             = "${azurerm_resource_group.rg.location}"
+  resource_group_name  = "${azurerm_resource_group.rg.name}"
+  application_type     = "web"
+}
+
+resource "azurerm_machine_learning_workspace" "test" {
+  name                    = "acctestworkspace-%d"
+  location                = "${azurerm_resource_group.test.location}"
+  resource_group_name     = "${azurerm_resource_group.test.name}"
+  key_vault_id            = "${azurerm_key_vault.test.id}"
+  storage_account_id      = "${azurerm_storage_account.test.id}"
+  application_insights_id = "${azurerm_application_insights.test.id}"
+}
+```
+
+## Argument Reference
+
+The following arguments are supported:
+
+* `name` - (Required) Specifies the name of the Machine Learning Workspace. Changing this forces a new resource to be created.
+
+* `resource_group_name` - (Required) Specifies the name of the Resource Group in which the Machine Learning Workspace should exist. Changing this forces a new resource to be created.
+
+* `location` - (Optional) Specifies the supported Azure location where the Machine Learning Workspace should exist. Changing this forces a new resource to be created.
+
+* `description` - (Optional) The description of this Machine Learning Workspace.
+
+* `friendly_name` - (Optional) Friendly name for this Machine Learning Workspace.
+
+* `key_vault_id` - (Required) The ID of key vault associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
+
+* `application_insights_id` - (Required) The ID of the Application Insights associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
+
+* `storage_account_id` - (Required) The ID of the Storage Account associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
+
+* `container_registry_id` - (Optional) The ID of the container registry associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
+
+-> **NOTE:** The `admin_enabled` should be `true` in order to associate the Container Registry to this Machine Learning Workspace.
+
+* `discovery_url` - (Optional) The URL for the discovery service to identify regional endpoints for machine learning experimentation services.
+
+* `sku_name` - (Optional) SKU/edition of the Machine Learning Workspace, possible values are `Basic` for a basic workspace or `Enterprise` for a feature rich workspace. Default to `Basic`.
+
+* `tags` - (Optional) A mapping of tags to assign to the resource. Changing this forces a new resource to be created.
+
+## Attributes Reference
+
+The following attributes are exported:
+
+* `id` - The ID of the Machine Learning Workspace.
+
+## Import
+
+Machine Learning Workspace can be imported using the `resource id`, e.g.
+
+```shell
+terraform import azurerm_machine_learning_workspace.test /subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/group1/providers/Microsoft.MachineLearningServices/workspaces/workspace1
+```