Merge pull request #1994 from JKirsch1/update-article-about-monitoring-model-performance

Freshness - Machine Learning HowTo 180 days

Author: v-regandowner

articles/machine-learning/how-to-monitor-model-performance.md

@@ -6,11 +6,8 @@ ms.date: 02/10/2025
 ms.author: larryfr
 ---
 
-Before following the steps in this article, make sure you have the following prerequisites:
+* The [Azure CLI](/cli/azure/install-azure-cli) and the `ml` extension to the Azure CLI, installed and configured. For more information, see [Install and set up the CLI (v2)](../how-to-configure-cli.md).
 
-* The [Azure CLI](/cli/azure/) and the `ml` extension to the Azure CLI. For more information, see [Install, set up, and use the CLI (v2)](../how-to-configure-cli.md).
+* A Bash shell or a compatible shell, for example, a shell on a Linux system or [Windows Subsystem for Linux](/windows/wsl/about). The Azure CLI examples in this article assume that you use this type of shell.
 
-    > [!IMPORTANT]
-    > The CLI examples in this article assume that you are using the Bash (or compatible) shell. For example, from a Linux system or [Windows Subsystem for Linux](/windows/wsl/about). 
- 
-* An Azure Machine Learning workspace. If you don't have one, use the steps in the [Install, set up, and use the CLI (v2)](../how-to-configure-cli.md) to create one.
+* An Azure Machine Learning workspace. For instructions to create a workspace, see [Set up](../how-to-configure-cli.md#set-up).

articles/machine-learning/includes/machine-learning-cli-prereqs.md

@@ -6,11 +6,9 @@ ms.date: 02/10/2025
 ms.author: larryfr
 ---
 
-Before following the steps in this article, make sure you have the following prerequisites:
+* An Azure Machine Learning workspace. For steps for creating a workspace, see [Create the workspace](../quickstart-create-resources.md#create-the-workspace).
 
-* An Azure Machine Learning workspace. If you don't have one, use the steps in the [Quickstart: Create workspace resources](../quickstart-create-resources.md) article to create one.
-
-* To install the Python SDK v2, use the following command:
+* The Azure Machine Learning SDK for Python v2. To install the SDK, use the following command:
 
     ```bash
     pip install azure-ai-ml azure-identity
@@ -22,4 +20,4 @@ Before following the steps in this article, make sure you have the following pre
     pip install --upgrade azure-ai-ml azure-identity
     ```
 
-    For more information, see [Install the Python SDK v2 for Azure Machine Learning](/python/api/overview/azure/ai-ml-readme).
+    For more information, see [Azure Machine Learning Package client library for Python](/python/api/overview/azure/ai-ml-readme).