add images

Author: sdgilley

articles/machine-learning/how-to-run-jupyter-notebooks.md

@@ -38,11 +38,14 @@ To create a new notebook:
 
 1. Open your workspace in [Azure Machine Learning studio](https://ml.azure.com).
 1. On the left side, select **Notebooks**. 
-2. Select the  **Create new file** icon on the top of the File Explorer Pane. 
-3. Name the file. 
-4. For Jupyter Notebook Files, select **Python Notebook** as the file type.
-5. Select a file directory.
-6. Select **Create**.
+1. Select the  **Create new file** icon above the list **User files** in the **My files** section.
+
+    :::image type="content" source="media/how-to-run-jupyter-notebooks/create-new-file.png" alt-text="Create new file":::
+    
+1. Name the file. 
+1. For Jupyter Notebook Files, select **Python Notebook** as the file type.
+1. Select a file directory.
+1. Select **Create**.
 
 > [!TIP]
 > You can create text files as well.  Select **Text** as the file type and add the extension to the name (for example, myfile.py or myfile.txt)  
@@ -64,7 +67,11 @@ To access the terminal:
 1. Open your workspace in [Azure Machine Learning studio](https://ml.azure.com).
 1. On the left side, select **Notebooks**.
 1. Select any notebook located in the **User files** section on the left-hand side.  If you don't have any notebooks there, first [create a notebook](#create)
-1. Select **Terminal** in the Notebook toolbar.
+1. Select a **Compute** target or create a new one and wait until it is running.
+1. Select the **...** to the right of the compute target.
+1. Select **Open terminal** .
+
+    :::image type="content" source="media/how-to-run-jupyter-notebooks/open-terminal.png" alt-text="Open terminal":::
 
 
 Learn more about [cloning Git repositories into your workspace file system](concept-train-model-git-integration.md#clone-git-repositories-into-your-workspace-file-system).
@@ -73,7 +80,9 @@ Learn more about [cloning Git repositories into your workspace file system](conc
 
 Azure Machine Learning creates a checkpoint file when you create an *ipynb* file.  
 
-Select **...>File>Save** in the notebook toolbar to manually save the notebook. The save also updates the checkpoint file associated with the notebook. 
+In the notebook toolbar, select the menu and then **File>Save** to manually save the notebook. The save also updates the checkpoint file associated with the notebook.
+
+    :::image type="content" source="media/how-to-run-jupyter-notebooks/file-save.png" alt-text="Save a notebook":::
 
 Every notebook is autosaved every 30 seconds. Autosaves update only the initial *ipynb* file, not the checkpoint file.