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Update Cloud Shell provisioning steps (#95)
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* Update Work with data.ipynb

* Update 02-Explore-developer-tools.md

* Update 03-Make-data-available.md

* Update 04-Work-with-compute.md

* Update 04-Work-with-environments.md

* Update 05-Designer-train-model.md

* Update 06-AutoML-classification-model.md

* Update 07-Notebooks-mlflow-tracking.md

* Update 08-Script-command-job.md

* Update 08-Script-mlflow-tracking.md

* Update 09-Hyperparameter-tuning.md

* Update 09-Run-pipelines.md

* Update 10-Compare-models.md

* Update 10-Log-mlflow-models.md

* Update 11-Deploy-batch-endpoint.md

* Update 11-Deploy-online-endpoint.md
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afelix-95 authored Aug 1, 2024
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2 changes: 1 addition & 1 deletion Instructions/02-Explore-developer-tools.md
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Expand Up @@ -28,7 +28,7 @@ To start, open the Azure Cloud Shell, install the Azure Machine Learning extensi
1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
1. Remove any ML CLI extensions (both version 1 and 2) to avoid any conflicts with previous versions with this command:

```azurecli
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2 changes: 1 addition & 1 deletion Instructions/03-Make-data-available.md
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Expand Up @@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace and compute resources, you'll use
1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
1. Enter the following commands in the terminal to clone this repo:

```azurecli
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2 changes: 1 addition & 1 deletion Instructions/04-Work-with-compute.md
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Expand Up @@ -22,7 +22,7 @@ To create the Azure Machine Learning workspace, you'll use the Azure CLI. All ne
1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
1. To avoid any conflicts with previous versions, remove any ML CLI extensions (both version 1 and 2) by running this command in the terminal:

```azurecli
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2 changes: 1 addition & 1 deletion Instructions/04-Work-with-environments.md
Original file line number Diff line number Diff line change
Expand Up @@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace and compute resources, you'll use
1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
1. In the terminal, enter the following commands to clone this repo:

```azurecli
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2 changes: 1 addition & 1 deletion Instructions/05-Designer-train-model.md
Original file line number Diff line number Diff line change
Expand Up @@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace and a compute cluster, you'll use
1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
1. In the terminal, enter the following commands to clone this repo:

```azurecli
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2 changes: 1 addition & 1 deletion Instructions/06-AutoML-classification-model.md
Original file line number Diff line number Diff line change
Expand Up @@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
1. In the terminal, enter the following commands to clone this repo:

```azurecli
Expand Down
2 changes: 1 addition & 1 deletion Instructions/07-Notebooks-mlflow-tracking.md
Original file line number Diff line number Diff line change
Expand Up @@ -25,7 +25,7 @@ To create the Azure Machine Learning workspace and a compute instance, you'll us
1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
1. In the terminal, enter the following commands to clone this repo:

```azurecli
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2 changes: 1 addition & 1 deletion Instructions/08-Script-command-job.md
Original file line number Diff line number Diff line change
Expand Up @@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
1. In the terminal, enter the following commands to clone this repo:

```azurecli
Expand Down
2 changes: 1 addition & 1 deletion Instructions/08-Script-mlflow-tracking.md
Original file line number Diff line number Diff line change
Expand Up @@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
1. In the terminal, enter the following commands to clone this repo:

```azurecli
Expand Down
2 changes: 1 addition & 1 deletion Instructions/09-Hyperparameter-tuning.md
Original file line number Diff line number Diff line change
Expand Up @@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
1. In the terminal, enter the following commands to clone this repo:

```azurecli
Expand Down
2 changes: 1 addition & 1 deletion Instructions/09-Run-pipelines.md
Original file line number Diff line number Diff line change
Expand Up @@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
1. In the terminal, enter the following commands to clone this repo:

```azurecli
Expand Down
2 changes: 1 addition & 1 deletion Instructions/10-Compare-models.md
Original file line number Diff line number Diff line change
Expand Up @@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
1. In the terminal, enter the following commands to clone this repo:

```azurecli
Expand Down
2 changes: 1 addition & 1 deletion Instructions/10-Log-mlflow-models.md
Original file line number Diff line number Diff line change
Expand Up @@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
1. In the terminal, enter the following commands to clone this repo:

```azurecli
Expand Down
2 changes: 1 addition & 1 deletion Instructions/11-Deploy-batch-endpoint.md
Original file line number Diff line number Diff line change
Expand Up @@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
1. In the terminal, enter the following commands to clone this repo:

```azurecli
Expand Down
2 changes: 1 addition & 1 deletion Instructions/11-Deploy-online-endpoint.md
Original file line number Diff line number Diff line change
Expand Up @@ -26,7 +26,7 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
1. In a browser, open the Azure portal at `https://portal.azure.com/`, signing in with your Microsoft account.
1. Select the \[>_] (*Cloud Shell*) button at the top of the page to the right of the search box. This opens a Cloud Shell pane at the bottom of the portal.
1. Select **Bash** if asked. The first time you open the cloud shell, you will be asked to choose the type of shell you want to use (*Bash* or *PowerShell*).
1. Check that the correct subscription is specified and select **Create storage** if you are asked to create storage for your cloud shell. Wait for the storage to be created.
1. Check that the correct subscription is specified and that **No storage account required** is selected. Select **Apply**.
1. In the terminal, enter the following commands to clone this repo:

```azurecli
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3 changes: 3 additions & 0 deletions Labs/03/Work with data.ipynb
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Expand Up @@ -423,6 +423,9 @@
"> **Note**:\n",
"> Do **not** rename the `MLTable` file to `MLTable.yaml` or `MLTable.yml`. Azure machine learning expects an `MLTable` file.\n",
"\n",
"> **Note**:\n",
"> Do **not** rename the `MLTable` file to `MLTable.yaml` or `MLTable.yml`. Azure machine learning expects an `MLTable` file.\n",
"\n",
"In the example below, you'll create a data asset by referencing a *local* path which contains an MLTable and CSV file. "
]
},
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