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SaschaDittmann/01_AddAzureMLCLIExtension.sh

Created October 21, 2019 16:26
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DevOps for Machine Learning (Azure MLOps Part 2) - Setup Azure Machine Learning Services
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01_AddAzureMLCLIExtension.sh
az extension add -n azure-cli-ml
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02_CreateAzureMLServiceWorkspace.sh
az ml workspace create -g $(azureml.resourceGroup) -w $(azureml.workspaceName) -l $(azureml.location) --exist-ok --yes
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03_CreateAzureMLComputeCluster.sh
az ml computetarget create amlcompute -g $(azureml.resourceGroup) -w $(azureml.workspaceName) -n $(amlcompute.clusterName) -s $(amlcompute.vmSize) --min-nodes $(amlcompute.minNodes) --max-nodes $(amlcompute.maxNodes) --idle-seconds-before-scaledown $(amlcompute.idleSecondsBeforeScaledown)
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04_UploadDataToTheDefaultDatastore
az ml datastore upload -w $(azureml.workspaceName) -g $(azureml.resourceGroup) -n $(az ml datastore show-default -w $(azureml.workspaceName) -g $(azureml.resourceGroup) --query name -o tsv) -p data -u diabetes --overwrite true
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