Merge pull request #179362 from sdgilley/patch-79

Update tutorial-train-models-with-aml.md

Author: PRMerger13

articles/machine-learning/tutorial-train-models-with-aml.md

@@ -32,7 +32,7 @@ You learn how to select a model and deploy it in [part two of this tutorial](tut
 
 If you don't have an Azure subscription, create a free account before you begin. Try the [free or paid version of Azure Machine Learning](https://azure.microsoft.com/free/) today.
 
->[!NOTE]
+> [!NOTE]
 > Code in this article was tested with [Azure Machine Learning SDK](/python/api/overview/azure/ml/intro) version 1.13.0.
 
 ## Prerequisites
@@ -50,6 +50,9 @@ Azure Machine Learning includes a cloud notebook server in your workspace for an
 
 > [!VIDEO https://www.microsoft.com/en-us/videoplayer/embed/RE4mTUr]
 
+> [!NOTE]
+> The video helps you understand the process, but shows opening a different file.  For this tutorial, once you've cloned the **tutorials** folder, open the **img-classification-part1-training.ipynb** file from your **tutorials/image-classification-mnist-data** folder.
+
 ### <a name="clone"></a> Clone a notebook folder
 
 You complete the following experiment setup and run steps in Azure Machine Learning studio. This consolidated interface includes machine learning tools to perform data science scenarios for data science practitioners of all skill levels.