diff --git a/azurerm/resource_arm_databricks_workspace.go b/azurerm/resource_arm_databricks_workspace.go
index ca5baf781be7e..4f64577b7c329 100644
--- a/azurerm/resource_arm_databricks_workspace.go
+++ b/azurerm/resource_arm_databricks_workspace.go
@@ -57,6 +57,12 @@ func resourceArmDatabricksWorkspace() *schema.Resource {
 				ValidateFunc: validate.NoEmptyStrings,
 			},
 
+			"parameters": {
+				Type:     schema.TypeMap,
+				Optional: true,
+				ForceNew: true,
+			},
+
 			"managed_resource_group_id": {
 				Type:     schema.TypeString,
 				Computed: true,
@@ -105,6 +111,20 @@ func resourceArmDatabricksWorkspaceCreateUpdate(d *schema.ResourceData, meta int
 		managedResourceGroupID = fmt.Sprintf("/subscriptions/%s/resourceGroups/%s", subscriptionID, managedResourceGroupName)
 	}
 
+	var newParams map[string]interface{}
+	if v, ok := d.GetOk("parameters"); ok {
+		params := v.(map[string]interface{})
+
+		newParams = make(map[string]interface{}, len(params))
+		for key, val := range params {
+			newParams[key] = struct {
+				Value interface{}
+			}{
+				Value: val,
+			}
+		}
+	}
+
 	workspace := databricks.Workspace{
 		Sku: &databricks.Sku{
 			Name: utils.String(skuName),
@@ -112,6 +132,7 @@ func resourceArmDatabricksWorkspaceCreateUpdate(d *schema.ResourceData, meta int
 		Location: utils.String(location),
 		WorkspaceProperties: &databricks.WorkspaceProperties{
 			ManagedResourceGroupID: &managedResourceGroupID,
+			Parameters:             &newParams,
 		},
 		Tags: expandedTags,
 	}
@@ -179,6 +200,8 @@ func resourceArmDatabricksWorkspaceRead(d *schema.ResourceData, meta interface{}
 		}
 		d.Set("managed_resource_group_id", props.ManagedResourceGroupID)
 		d.Set("managed_resource_group_name", managedResourceGroupID.ResourceGroup)
+
+		d.Set("parameters", props.Parameters)
 	}
 
 	flattenAndSetTags(d, resp.Tags)
diff --git a/azurerm/resource_arm_databricks_workspace_test.go b/azurerm/resource_arm_databricks_workspace_test.go
index 74633eff730e9..bb21b9d28e8b4 100644
--- a/azurerm/resource_arm_databricks_workspace_test.go
+++ b/azurerm/resource_arm_databricks_workspace_test.go
@@ -137,6 +137,9 @@ func TestAccAzureRMDatabricksWorkspace_complete(t *testing.T) {
 					testCheckAzureRMDatabricksWorkspaceExists(resourceName),
 					resource.TestCheckResourceAttrSet(resourceName, "managed_resource_group_id"),
 					resource.TestCheckResourceAttrSet(resourceName, "managed_resource_group_name"),
+					resource.TestCheckResourceAttr(resourceName, "parameters.%", "2"),
+					resource.TestCheckResourceAttr(resourceName, "parameters.customPrivateSubnetName", "privateSubnet"),
+					resource.TestCheckResourceAttr(resourceName, "parameters.customPublicSubnetName", "publicSubnet"),
 					resource.TestCheckResourceAttr(resourceName, "tags.%", "2"),
 					resource.TestCheckResourceAttr(resourceName, "tags.Environment", "Production"),
 					resource.TestCheckResourceAttr(resourceName, "tags.Pricing", "Standard"),
@@ -148,6 +151,7 @@ func TestAccAzureRMDatabricksWorkspace_complete(t *testing.T) {
 					testCheckAzureRMDatabricksWorkspaceExists(resourceName),
 					resource.TestCheckResourceAttrSet(resourceName, "managed_resource_group_id"),
 					resource.TestCheckResourceAttrSet(resourceName, "managed_resource_group_name"),
+					resource.TestCheckNoResourceAttr(resourceName, "parameters"),
 					resource.TestCheckResourceAttr(resourceName, "tags.%", "1"),
 					resource.TestCheckResourceAttr(resourceName, "tags.Pricing", "Standard"),
 				),
@@ -258,6 +262,11 @@ resource "azurerm_databricks_workspace" "test" {
   sku                         = "standard"
   managed_resource_group_name = "acctestRG-%d-managed"
 
+	parameters = {
+		"customPrivateSubnetName" = "privateSubnet",
+		"customPublicSubnetName" = "publicSubnet"
+	}
+
   tags = {
     Environment = "Production"
     Pricing     = "Standard"
diff --git a/website/docs/r/databricks_workspace.html.markdown b/website/docs/r/databricks_workspace.html.markdown
index c200849e8574b..482186d71b834 100644
--- a/website/docs/r/databricks_workspace.html.markdown
+++ b/website/docs/r/databricks_workspace.html.markdown
@@ -46,6 +46,8 @@ The following arguments are supported:
 
 ~> **NOTE** Azure requires that this Resource Group does not exist in this Subscription (and that the Azure API creates it) - otherwise the deployment will fail.
 
+* `parameters` - (Optional) Specifies name and value pairs that define the workspace parameters. Allowed names include `customPrivateSubnetName`, `customPublicSubnetName`, `customVirtualNetworkId`, `enableNoPublicIp`, `relayNamespaceName`, `storageAccountName`, `storageAccountSkuName`, `vnetAddressPrefix`, `resourceTags`, `amlWorkspaceId`.
+
 * `tags` - (Optional) A mapping of tags to assign to the resource.
 
 ## Attributes Reference