diff --git a/docs/resources/datalake_aws_datalake.md b/docs/resources/datalake_aws_datalake.md
index a3fb3d99..c365eed7 100644
--- a/docs/resources/datalake_aws_datalake.md
+++ b/docs/resources/datalake_aws_datalake.md
@@ -113,7 +113,7 @@ Required:
 
 Optional:
 
-- `catalog` (String)
+- `catalog_name` (String)
 - `os` (String)
 
 
diff --git a/docs/resources/datalake_azure_datalake.md b/docs/resources/datalake_azure_datalake.md
index bfccaaae..f3826435 100644
--- a/docs/resources/datalake_azure_datalake.md
+++ b/docs/resources/datalake_azure_datalake.md
@@ -9,7 +9,54 @@ description: |-
 
 A Data Lake is a service which provides a protective ring around the data stored in a cloud object store, including authentication, authorization, and governance support.
 
-
+## Example Usage
+
+```terraform
+// Copyright 2024 Cloudera. All Rights Reserved.
+//
+// This file is licensed under the Apache License Version 2.0 (the "License").
+// You may not use this file except in compliance with the License.
+// You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0.
+//
+// This file is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS
+// OF ANY KIND, either express or implied. Refer to the License for the specific
+// permissions and limitations governing your use of the file.
+
+terraform {
+  required_providers {
+    cdp = {
+      source = "cloudera/cdp"
+    }
+  }
+}
+
+resource "cdp_datalake_azure_datalake" "example" {
+  datalake_name         = "<value>"
+  environment_name      = "<value>"
+  managed_identity      = "<value>"
+  storage_location_base = "<value>"
+}
+
+output "name" {
+  value = cdp_datalake_azure_datalake.example.datalake_name
+}
+
+output "environment" {
+  value = cdp_datalake_azure_datalake.example.environment_name
+}
+
+output "instance_profile" {
+  value = cdp_datalake_azure_datalake.example.managed_identity
+}
+
+output "storage_bucket_location" {
+  value = cdp_datalake_azure_datalake.example.storage_location_base
+}
+
+output "recipes" {
+  value = cdp_datalake_azure_datalake.example.recipes
+}
+```
 
 <!-- schema generated by tfplugindocs -->
 ## Schema
@@ -55,7 +102,7 @@ Required:
 
 Optional:
 
-- `catalog` (String)
+- `catalog_name` (String)
 - `os` (String)
 
 
diff --git a/examples/resources/cdp_datalake_azure_datalake/resource.tf b/examples/resources/cdp_datalake_azure_datalake/resource.tf
new file mode 100644
index 00000000..88fadf5d
--- /dev/null
+++ b/examples/resources/cdp_datalake_azure_datalake/resource.tf
@@ -0,0 +1,44 @@
+// Copyright 2024 Cloudera. All Rights Reserved.
+//
+// This file is licensed under the Apache License Version 2.0 (the "License").
+// You may not use this file except in compliance with the License.
+// You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0.
+//
+// This file is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS
+// OF ANY KIND, either express or implied. Refer to the License for the specific
+// permissions and limitations governing your use of the file.
+
+terraform {
+  required_providers {
+    cdp = {
+      source = "cloudera/cdp"
+    }
+  }
+}
+
+resource "cdp_datalake_azure_datalake" "example" {
+  datalake_name         = "<value>"
+  environment_name      = "<value>"
+  managed_identity      = "<value>"
+  storage_location_base = "<value>"
+}
+
+output "name" {
+  value = cdp_datalake_azure_datalake.example.datalake_name
+}
+
+output "environment" {
+  value = cdp_datalake_azure_datalake.example.environment_name
+}
+
+output "instance_profile" {
+  value = cdp_datalake_azure_datalake.example.managed_identity
+}
+
+output "storage_bucket_location" {
+  value = cdp_datalake_azure_datalake.example.storage_location_base
+}
+
+output "recipes" {
+  value = cdp_datalake_azure_datalake.example.recipes
+}
\ No newline at end of file
diff --git a/resources/datalake/schema_aws_datalake.go b/resources/datalake/schema_aws_datalake.go
index ad1393f1..7e64e835 100644
--- a/resources/datalake/schema_aws_datalake.go
+++ b/resources/datalake/schema_aws_datalake.go
@@ -102,7 +102,7 @@ var awsDatalakeResourceSchema = schema.Schema{
 		"image": schema.SingleNestedAttribute{
 			Optional: true,
 			Attributes: map[string]schema.Attribute{
-				"catalog": schema.StringAttribute{
+				"catalog_name": schema.StringAttribute{
 					Optional: true,
 				},
 				"id": schema.StringAttribute{
diff --git a/resources/datalake/schema_azure_datalake.go b/resources/datalake/schema_azure_datalake.go
index 4d1dca58..0b14b09e 100644
--- a/resources/datalake/schema_azure_datalake.go
+++ b/resources/datalake/schema_azure_datalake.go
@@ -102,7 +102,7 @@ var azureDatalakeResourceSchema = schema.Schema{
 		"image": schema.SingleNestedAttribute{
 			Optional: true,
 			Attributes: map[string]schema.Attribute{
-				"catalog": schema.StringAttribute{
+				"catalog_name": schema.StringAttribute{
 					Optional: true,
 				},
 				"id": schema.StringAttribute{