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* Complete the [Create resources to get started](quickstart-create-resources.md) to:
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* Create a workspace
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*[Create a cloud-based compute cluster](how-to-create-attach-compute-cluster.md#create) to use for training your model
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* Azure Machine Learning extension (preview) for Azure Pipelines. This extension can be installed from the Visual Studio marketplace at [https://marketplace.visualstudio.com/items?itemName=ms-air-aiagility.azureml-v2](https://marketplace.visualstudio.com/items?itemName=ms-air-aiagility.azureml-v2).
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> [!TIP]
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>This extension isn't required to submit the Azure Machine Learning job; it's required to be able to wait for the job completion.
* Azure Machine Learning extension for Azure Pipelines. This extension can be installed from the Visual Studio marketplace at [https://marketplace.visualstudio.com/items?itemName=ms-air-aiagility.azureml-v2](https://marketplace.visualstudio.com/items?itemName=ms-air-aiagility.azureml-v2).
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