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Azure CLI

To install Azure SDK on MacOS, you need to have the latest OS and you need to use Rosetta terminal. Also, make sure you have the latest version of Xcode tools installed.

To install the latest Azure CLI, run:

brew update && brew install azure-cli

Alternatively, follow this official guide from Azure

Once you have installed azure CLI, follow these steps

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Azure Account

Step 1: Create azure cloud account

1

Login to Azure

az login
2

Select Subscription

az account set --subscription <subscription-id>
3

Create Resource Group

From the terminal

az group create --name <resource-group> --location <region>

From the Azure Portal

4

Create ML Workspace

From the terminal

az ml workspace create -n <workspace-name> -g <resource-group>

From the Azure portal

  1. Search for Azure Machine Learning in the search bar.

  2. Inside the Azure Machine Learning portal. Click on Create, and select New Workspce from the drop down

5

# Register all required providers: THIS STEP IS IMPORTANT
az provider register --namespace Microsoft.MachineLearningServices
az provider register --namespace Microsoft.ContainerRegistry
az provider register --namespace Microsoft.KeyVault
az provider register --namespace Microsoft.Storage
az provider register --namespace Microsoft.Insights
az provider register --namespace Microsoft.ContainerService
az provider register --namespace Microsoft.PolicyInsights
az provider register --namespace Microsoft.Cdn

Registration can take up to 10 minutes. Check status with: bash az provider show -n Microsoft.MachineLearningServices

AWSGCP