Added missing text for AzureML Compute
"cell_type": "markdown",
"metadata": {},
"source": [
- "### 0.2 Create a compute target"
+ "### 0.2 Create a compute target\n",
+ "We create and attach a [compute target](https://docs.microsoft.com/azure/machine-learning/service/concept-azure-machine-learning-architecture#compute-target) for training the model. Here we use the AzureML-managed compute target ([AmlCompute](https://docs.microsoft.com/azure/machine-learning/service/how-to-set-up-training-targets#amlcompute)) as our remote training compute resource. Our cluster autoscales from 0 to 8 `STANDARD_NC12` GPU nodes.\n",
+ "\n",
+ "Creating and configuring the AmlCompute cluster takes approximately 5 minutes the first time around. Once a cluster with the given configuration is created, it does not need to be created again.\n",
+ "\n",
+ "As with other Azure services, there are limits on certain resources (e.g. AmlCompute) associated with the Azure Machine Learning service. Read more about the default limits and how to request more quota [here](https://docs.microsoft.com/en-us/azure/machine-learning/service/how-to-manage-quotas)."
]
},
{
