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add note on cloud shell
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Instructions/02-Explore-developer-tools.md

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@@ -35,6 +35,8 @@ To start, open the Azure Cloud Shell, install the Azure Machine Learning extensi
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az extension remove -n ml
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```
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> Use `SHIFT + INSERT` to paste your copied code into the Cloud Shell.
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> Ignore any (error) messages that say that the extensions were not installed.
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1. Install the Azure Machine Learning (v2) extension with the following command:

Instructions/03-Make-data-available.md

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git clone https://github.com/MicrosoftLearning/mslearn-azure-ml.git azure-ml-labs
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```
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> Use `SHIFT + INSERT` to paste your copied code into the Cloud Shell.
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1. Enter the following commands after the repo has been cloned, to change to the folder for this lab and run the **setup.sh** script it contains:
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```bash

Instructions/04-Work-with-compute.md

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@@ -30,6 +30,8 @@ To create the Azure Machine Learning workspace, you'll use the Azure CLI. All ne
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az extension remove -n ml
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```
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> Use `SHIFT + INSERT` to paste your copied code into the Cloud Shell.
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> Ignore any (error) messages that say that the extensions were not installed.
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1. Install the Azure Machine Learning (v2) extension with the following command:

Instructions/04-Work-with-environments.md

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git clone https://github.com/MicrosoftLearning/mslearn-azure-ml.git azure-ml-labs
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```
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> Use `SHIFT + INSERT` to paste your copied code into the Cloud Shell.
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1. After the repo has been cloned, enter the following commands to change to the folder for this lab and run the **setup.sh** script it contains:
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```bash

Instructions/05-Designer-train-model.md

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@@ -34,6 +34,8 @@ To create the Azure Machine Learning workspace and a compute cluster, you'll use
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git clone https://github.com/MicrosoftLearning/mslearn-azure-ml.git azure-ml-labs
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```
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> Use `SHIFT + INSERT` to paste your copied code into the Cloud Shell.
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1. After the repo has been cloned, enter the following commands to change to the folder for this lab and run the setup.sh script it contains:
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```bash

Instructions/06-AutoML-classification-model.md

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@@ -34,6 +34,8 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
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git clone https://github.com/MicrosoftLearning/mslearn-azure-ml.git azure-ml-labs
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```
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> Use `SHIFT + INSERT` to paste your copied code into the Cloud Shell.
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1. After the repo has been cloned, enter the following commands to change to the folder for this lab and run the **setup.sh** script it contains:
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```bash

Instructions/07-Notebooks-mlflow-tracking.md

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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*).
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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.
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1. In the terminal, enter the following commands to clone this repo:
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```bash
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rm -r azure-ml-labs -f
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git clone https://github.com/MicrosoftLearning/mslearn-azure-ml.git azure-ml-labs
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```
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> Use `SHIFT + INSERT` to paste your copied code into the Cloud Shell.
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1. After the repo has been cloned, enter the following commands to change to the folder for this lab and run the **setup.sh** script it contains:
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```bash
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cd azure-ml-labs/Labs/07
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./setup.sh

Instructions/08-Script-command-job.md

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@@ -34,6 +34,8 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
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git clone https://github.com/MicrosoftLearning/mslearn-azure-ml.git azure-ml-labs
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```
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> Use `SHIFT + INSERT` to paste your copied code into the Cloud Shell.
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1. After the repo has been cloned, enter the following commands to change to the folder for this lab and run the **setup.sh** script it contains:
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```bash

Instructions/08-Script-mlflow-tracking.md

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@@ -34,6 +34,8 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
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git clone https://github.com/MicrosoftLearning/mslearn-azure-ml.git azure-ml-labs
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```
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> Use `SHIFT + INSERT` to paste your copied code into the Cloud Shell.
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1. After the repo has been cloned, enter the following commands to change to the folder for this lab and run the **setup.sh** script it contains:
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```bash

Instructions/09-Hyperparameter-tuning.md

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@@ -34,6 +34,8 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
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git clone https://github.com/MicrosoftLearning/mslearn-azure-ml.git azure-ml-labs
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```
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> Use `SHIFT + INSERT` to paste your copied code into the Cloud Shell.
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1. After the repo has been cloned, enter the following commands to change to the folder for this lab and run the **setup.sh** script it contains:
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```bash

Instructions/09-Run-pipelines.md

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@@ -34,6 +34,8 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
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git clone https://github.com/MicrosoftLearning/mslearn-azure-ml.git azure-ml-labs
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```
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> Use `SHIFT + INSERT` to paste your copied code into the Cloud Shell.
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1. After the repo has been cloned, enter the following commands to change to the folder for this lab and run the **setup.sh** script it contains:
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```bash

Instructions/10-Compare-models.md

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@@ -34,6 +34,8 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
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git clone https://github.com/MicrosoftLearning/mslearn-azure-ml.git azure-ml-labs
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```
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> Use `SHIFT + INSERT` to paste your copied code into the Cloud Shell.
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1. After the repo has been cloned, enter the following commands to change to the folder for this lab and run the **setup.sh** script it contains:
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```bash

Instructions/10-Log-mlflow-models.md

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git clone https://github.com/MicrosoftLearning/mslearn-azure-ml.git azure-ml-labs
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```
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> Use `SHIFT + INSERT` to paste your copied code into the Cloud Shell.
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1. After the repo has been cloned, enter the following commands to change to the folder for this lab and run the **setup.sh** script it contains:
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```bash

Instructions/11-Deploy-batch-endpoint.md

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@@ -34,6 +34,8 @@ To create the Azure Machine Learning workspace, a compute instance, and a comput
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git clone https://github.com/MicrosoftLearning/mslearn-azure-ml.git azure-ml-labs
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```
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> Use `SHIFT + INSERT` to paste your copied code into the Cloud Shell.
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1. After the repo has been cloned, enter the following commands to change to the folder for this lab and run the **setup.sh** script it contains:
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```bash
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1. In the terminal, install the Python SDK on the compute instance by running the following commands in the terminal:
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```
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pip uninstall azure-ai-ml
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pip install azure-ai-ml
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```

Instructions/11-Deploy-online-endpoint.md

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git clone https://github.com/MicrosoftLearning/mslearn-azure-ml.git azure-ml-labs
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```
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> Use `SHIFT + INSERT` to paste your copied code into the Cloud Shell.
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1. After the repo has been cloned, enter the following commands to change to the folder for this lab and run the **setup.sh** script it contains:
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```bash

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