Fix minor PR bugs . . .

Author: fbsolo-ms1

articles/machine-learning/.openpublishing.redirection.machine-learning.json

@@ -2,7 +2,7 @@
     "redirections": [
     {
         "source_path_from_root": "/articles/machine-learning/quickstart-spark-data-wrangling.md",
-        "redirect_url": "/articles/machine-learning/apache-spark-environment-configuration.md",
+        "redirect_url": "/azure/machine-learning/apache-spark-environment-configuration.md",
         "redirect_document_id": true
     },
     {

articles/machine-learning/apache-spark-environment-configuration.md

@@ -28,7 +28,7 @@ In this quickstart guide, you learn how to perform interactive data wrangling us
   1. Navigate to the Azure Machine Learning studio UI
   2. In the icon section at the top right of the screen, select **Manage preview features** (megaphone icon)
   3. In the **Managed preview feature** panel, toggle the **Run notebooks and jobs on managed Spark** feature to **on**
-  :::image type="content" source="media/apache-spark-environment-configuration/how-to-enable-managed-spark-preview.png" lightbox="media/quickstart-spark-data-wrangling/how-to-enable-managed-spark-preview.png" alt-text="Screenshot showing the option to enable the Managed Spark preview.":::
+  :::image type="content" source="./media/apache-spark-environment-configuration/how-to-enable-managed-spark-preview.png" lightbox="media/apache-spark-environment-configuration/how-to-enable-managed-spark-preview.png" alt-text="Screenshot showing the option to enable the Managed Spark preview.":::
 
 ## Store Azure storage account credentials as secrets in Azure Key Vault
 
@@ -76,21 +76,21 @@ assign **Reader** and **Storage Blob Data Reader** roles to the user identity of
 1. Open the [Microsoft Azure portal](https://portal.azure.com).
 1. Search and select the **Storage accounts** service.
 
-    :::image type="content" source="media/apache-spark-environment-configuration/find-storage-accounts-service.png" lightbox="media/quickstart-spark-data-wrangling/find-storage-accounts-service.png" alt-text="Expandable screenshot showing Storage accounts service search and selection, in Microsoft Azure portal.":::
+    :::image type="content" source="media/apache-spark-environment-configuration/find-storage-accounts-service.png" lightbox="media/apache-spark-environment-configuration/find-storage-accounts-service.png" alt-text="Expandable screenshot showing Storage accounts service search and selection, in Microsoft Azure portal.":::
 
 1. On the **Storage accounts** page, select the Azure Data Lake Storage (ADLS) Gen 2 storage account from the list. A page showing the storage account **Overview** will open.
 
-    :::image type="content" source="media/apache-spark-environment-configuration/storage-accounts-list.png" lightbox="media/quickstart-spark-data-wrangling/storage-accounts-list.png" alt-text="Expandable screenshot showing selection of the Azure Data Lake Storage (ADLS) Gen 2 storage account  Storage account.":::
+    :::image type="content" source="media/apache-spark-environment-configuration/storage-accounts-list.png" lightbox="media/apache-spark-environment-configuration/storage-accounts-list.png" alt-text="Expandable screenshot showing selection of the Azure Data Lake Storage (ADLS) Gen 2 storage account  Storage account.":::
 
 1. Select **Access Control (IAM)** from the left panel
 1. Select **Add role assignment**
 
-    :::image type="content" source="media/apache-spark-environment-configuration/storage-account-add-role-assignment.png" lightbox="media/quickstart-spark-data-wrangling/storage-account-add-role-assignment.png" alt-text="Screenshot showing the Azure access keys screen.":::
+    :::image type="content" source="media/apache-spark-environment-configuration/storage-account-add-role-assignment.png" lightbox="media/apache-spark-environment-configuration/storage-account-add-role-assignment.png" alt-text="Screenshot showing the Azure access keys screen.":::
 
 1. Find and select role **Storage Blob Data Contributor**
 1. Select **Next**
 
-    :::image type="content" source="media/apache-spark-environment-configuration/add-role-assignment-choose-role.png" lightbox="media/quickstart-spark-data-wrangling/add-role-assignment-choose-role.png" alt-text="Screenshot showing the Azure add role assignment screen.":::
+    :::image type="content" source="media/apache-spark-environment-configuration/add-role-assignment-choose-role.png" lightbox="media/apache-spark-environment-configuration/add-role-assignment-choose-role.png" alt-text="Screenshot showing the Azure add role assignment screen.":::
 
 1. Select **User, group, or service principal**.
 1. Select **+ Select members**.
@@ -99,11 +99,11 @@ assign **Reader** and **Storage Blob Data Reader** roles to the user identity of
 1. Select the appropriate user identity
 1. Select **Next**
 
-    :::image type="content" source="media/apache-spark-environment-configuration/add-role-assignment-choose-members.png" lightbox="media/quickstart-spark-data-wrangling/add-role-assignment-choose-members.png" alt-text="Screenshot showing the Azure add role assignment screen Members tab.":::
+    :::image type="content" source="media/apache-spark-environment-configuration/add-role-assignment-choose-members.png" lightbox="media/apache-spark-environment-configuration/add-role-assignment-choose-members.png" alt-text="Screenshot showing the Azure add role assignment screen Members tab.":::
 
 1. Select **Review + Assign**
 
-    :::image type="content" source="media/apache-spark-environment-configuration/add-role-assignment-review-and-assign.png" lightbox="media/quickstart-spark-data-wrangling/add-role-assignment-review-and-assign.png" alt-text="Screenshot showing the Azure add role assignment screen review and assign tab.":::
+    :::image type="content" source="media/apache-spark-environment-configuration/add-role-assignment-review-and-assign.png" lightbox="media/apache-spark-environment-configuration/add-role-assignment-review-and-assign.png" alt-text="Screenshot showing the Azure add role assignment screen review and assign tab.":::
 1. Repeat steps 2-13 for **Contributor** role assignment.
 
 Once the user identity has the appropriate roles assigned, data in the Azure storage account should become accessible.