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Larry Franks
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wiring up toc, adding basic examples
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articles/machine-learning/service/reference-azure-machine-learning-cli.md

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ms.reviewer: jmartens
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ms.author: jordane
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author: jpe316
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ms.date: 08/20/2019
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ms.date: 10/22/2019
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ms.custom: seodec18
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---
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For more information, see [az ml environment download](https://docs.microsoft.com/cli/azure/ext/azure-cli-ml/ml/environment?view=azure-cli-latest#ext-azure-cli-ml-az-ml-environment-download).
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## Machine learning pipelines
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The following commands demonstrate how to work with machine learning pipelines:
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+ Create a machine learning pipeline:
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```azurecli-interactive
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az ml pipeline create -n mypipeline -y mypipeline.yml
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```
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For more information, see [az ml pipeline create](https://docs.microsoft.com/cli/azure/ext/azure-cli-ml/ml/pipeline?view=azure-cli-latest#ext-azure-cli-ml-az-ml-pipeline-create).
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For more information on the pipeline YAML file, see [Define machine learning pipelines in YAML](reference-pipeline-yaml.md).
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+ Run a pipeline:
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```azurecli-interactive
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az ml run submit-pipeline -n myexperiment -y mypipeline.yml
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```
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For more information, see [az ml run submit-pipeline](https://docs.microsoft.com/cli/azure/ext/azure-cli-ml/ml/run?view=azure-cli-latest#ext-azure-cli-ml-az-ml-run-submit-pipeline).
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For more information on the pipeline YAML file, see [Define machine learning pipelines in YAML](reference-pipeline-yaml.md).
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+ Schedule a pipeline:
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```azurecli-interactive
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az ml pipeline create-schedule -n myschedule -e myexpereiment -i mypipelineid -y myschedule.yml
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```
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For more information, see [az ml pipeline create-schedule](https://docs.microsoft.com/cli/azure/ext/azure-cli-ml/ml/pipeline?view=azure-cli-latest#ext-azure-cli-ml-az-ml-pipeline-create-schedule).
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For more information on the pipeline schedule YAML file, see [Define machine learning pipelines in YAML](reference-pipeline-yaml.md#schedules).
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## Model registration, profiling, deployment
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The following commands demonstrate how to register a trained model, and then deploy it as a production service:

articles/machine-learning/service/reference-pipeline-yaml.md

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data_path_parameter_name: ~
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continue_on_step_failure: None
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path_on_datastore: ~
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```
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```
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## Next steps
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Learn how to [use the CLI extension for Azure Machine Learning](reference-azure-machine-learning-cli.md).

articles/machine-learning/service/toc.yml

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- name: Machine Learning CLI
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displayName: extension, command line, command-line, az, ci/cd, automate, automated
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href: reference-azure-machine-learning-cli.md
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items:
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- name: Machine learning pipeline YAML reference
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href: reference-pipeline-yaml.md
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- name: Visual interface modules
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displayName: module, reference, algorithm, studio
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items:

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