Merge pull request #33379 from drwill-ms/master

Fix up commands for ML Edge tutorial

Author: chbain

articles/iot-edge/tutorial-machine-learning-edge-02-prepare-environment.md

@@ -56,7 +56,7 @@ The DevVM directory contains the files needed to create an Azure virtual machine
 1. Open Powershell as an administrator and navigate to the directory where you downloaded the code. We will refer to the root directory for your source as `<srcdir>`.
 
     ```powershell
-    cd \<srcdir\>\IoTEdgeAndMlSample\DevVM
+    cd <srcdir>\IoTEdgeAndMlSample\DevVM
     ```
 
 2. Run the following command to allow execution of scripts. Choose **Yes to All** when prompted.
@@ -137,7 +137,7 @@ Now that you have connected to the development machine, add some useful extensio
 3. Run the script.
 
     ```powershell
-    .\\Enable-CodeExtensions.ps1
+    .\Enable-CodeExtensions.ps1
     ```
 
 4. The script will run for a few minutes installing VS code extensions:

articles/iot-edge/tutorial-machine-learning-edge-05-configure-edge-device.md

@@ -30,7 +30,7 @@ In this section, we create the self-signed certificates using a Docker image tha
 2. Open a command-line prompt and run the following command to create a directory on the VM.
 
     ```cmd
-    mkdir C:\edgecertificates
+    mkdir c:\edgeCertificates
     ```
 
 3. Start **Docker for Windows** from the Windows Start menu.
@@ -51,22 +51,20 @@ In this section, we create the self-signed certificates using a Docker image tha
 9. In the Visual Studio Code terminal window, run the createcertificates container.
 
     ```cmd
-    docker run --name createcertificates --rm -v
-    C:\edgeCertificates:/edgeCertificates createcertificates
-    /edgeCertificates
+    docker run --name createcertificates --rm -v c:\edgeCertificates:/edgeCertificates createcertificates /edgeCertificates
     ```
 
-10. Docker will prompt for access to the **C:\\** drive. Select **Share it**.
+10. Docker will prompt for access to the **c:\\** drive. Select **Share it**.
 
 11. Provide your credentials when prompted.
 
-12. Once the container finishes running, check for the following files in **c:\\edgecertificates**:
+12. Once the container finishes running, check for the following files in **c:\\edgeCertificates**:
 
-    * C:\\edgeCertificates\\certs\\azure-iot-test-only.root.ca.cert.pem
-    * C:\\edgeCertificates\\certs\\new-edge-device-full-chain.cert.pem
-    * C:\\edgeCertificates\\certs\\new-edge-device.cert.pem
-    * C:\\edgeCertificates\\certs\\new-edge-device.cert.pfx
-    * C:\\edgeCertificates\\private\\new-edge-device.key.pem
+    * c:\\edgeCertificates\\certs\\azure-iot-test-only.root.ca.cert.pem
+    * c:\\edgeCertificates\\certs\\new-edge-device-full-chain.cert.pem
+    * c:\\edgeCertificates\\certs\\new-edge-device.cert.pem
+    * c:\\edgeCertificates\\certs\\new-edge-device.cert.pfx
+    * c:\\edgeCertificates\\private\\new-edge-device.key.pem
 
 ## Upload certificates to Azure Key Vault
 
@@ -81,8 +79,7 @@ To store our certificates securely and to make them accessible from multiple dev
 3. On your development machine, upload the certificates to Key Vault. Replace **\<subscriptionId\>** and **\<keyvaultname\>** with your resource information.
 
     ```powershell
-    C:\source\IoTEdgeAndMlSample\CreateCertificates\upload-keyvaultcerts.ps1
-    -SubscriptionId <subscriptionId> -KeyVaultName <keyvaultname>
+    c:\source\IoTEdgeAndMlSample\CreateCertificates\upload-keyvaultcerts.ps1 -SubscriptionId <subscriptionId> -KeyVaultName <keyvaultname>
     ```
 
 4. If prompted, sign in to Azure.
@@ -140,7 +137,7 @@ Next, run the script to create the virtual machine for your IoT Edge device.
 1. Open a PowerShell window and navigate to the **EdgeVM** directory.
 
     ```powershell
-    cd C:\source\IoTEdgeAndMlSample\EdgeVM”
+    cd c:\source\IoTEdgeAndMlSample\EdgeVM
     ```
 
 2. Run the script to create the virtual machine.
@@ -205,7 +202,7 @@ Earlier in this article, we uploaded certificates to Key Vault to make them avai
 1. ASet the Azure subscription that you want to use for Azure CLI commands.
 
     ```bash
-    az account set --subscription <subscription id>
+    az account set --subscription <subscriptionId>
     ```
 
 1. Create a directory on the VM for the certificates.

articles/iot-edge/tutorial-machine-learning-edge-06-custom-modules.md

@@ -382,7 +382,7 @@ To add the directory to the module’s container, we will modify the Dockerfiles
 2. Modify the file so that is looks like the following example:
 
    ```dockerfile
-   FROM ubuntu:xenial  
+   FROM ubuntu:xenial
 
    WORKDIR /app