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Merge branch 'master' of https://github.com/MicrosoftDocs/azure-docs-pr into okr-seo-iot
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articles/cosmos-db/create-sql-api-python.md

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@@ -145,7 +145,7 @@ The following snippets are all taken from the `cosmos_get_started.py` file.
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5. Run the following command to install the azure-cosmos package.
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```python
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pip3 install azure-cosmos==4.0.0b5
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pip install --pre azure-cosmos
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```
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If you get an error about access being denied when attempting to install azure-cosmos, you'll need to [run VS Code as an administrator](https://stackoverflow.com/questions/37700536/visual-studio-code-terminal-how-to-run-a-command-with-administrator-rights).

articles/machine-learning/service/how-to-create-portal-experiments.md

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---
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title: Use Azure's automated ML interface to train & deploy models
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title: Build & deploy automated ML models
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titleSuffix: Azure Machine Learning
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description: Create, manage, and deploy automated machine learning experiments in Azure Machine Learning studio.
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services: machine-learning

articles/machine-learning/service/how-to-create-register-datasets.md

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title: Create datasets to access data with azureml-datasets
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title: Create Azure Machine Learning datasets to access data
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titleSuffix: Azure Machine Learning
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description: Learn how to create datasets from various sources and register datasets with your workspace.
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description: Learn how to create Azure Machine Learning datasets to access your data for machine learning experiment runs.
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services: machine-learning
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ms.service: machine-learning
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ms.subservice: core
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# Create and access datasets in Azure Machine Learning
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# Create Azure Machine Learning datasets
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[!INCLUDE [aml-applies-to-basic-enterprise-sku](../../../includes/aml-applies-to-basic-enterprise-sku.md)]
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In this article, you learn how to create Azure Machine Learning datasets, and how to access data from local or remote experiments.
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In this article, you learn how to create Azure Machine Learning datasets to access data for your local or remote experiments.
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With Azure Machine Learning datasets, you can:
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articles/machine-learning/service/how-to-monitor-data-drift.md

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title: Detect data drift (preview) on AKS deployments
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title: Detect data drift on AKS deployments
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titleSuffix: Azure Machine Learning
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description: Detect data drift on Azure Kubernetes Service deployed models in Azure Machine Learning.
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description: Detect data drift (preview) on Azure Kubernetes Service deployed models in Azure Machine Learning.
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services: machine-learning
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ms.service: machine-learning
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ms.subservice: core

articles/machine-learning/service/how-to-train-chainer.md

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title: Train deep learning neural network with Chainer
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title: Train deep learning Chainer models
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titleSuffix: Azure Machine Learning
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description: Learn how to run your PyTorch training scripts at enterprise scale using Azure Machine Learning's Chainer estimator class. The example script classifies handwritten digit images to build a deep learning neural network using the Chainer Python library running on top of numpy.
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services: machine-learning

articles/machine-learning/service/how-to-train-keras.md

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title: Train deep learning neural network with Keras
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title: Train deep learning Keras models
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titleSuffix: Azure Machine Learning
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description: Learn how to train and register a Keras deep neural network classification model running on TensorFlow using Azure Machine Learning.
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services: machine-learning

articles/machine-learning/service/how-to-train-pytorch.md

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title: Train deep learning neural network with PyTorch
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title: Train deep learning PyTorch models
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titleSuffix: Azure Machine Learning
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description: Learn how to run your PyTorch training scripts at enterprise scale using Azure Machine Learning's PyTorch estimator class. The example scripts classify chicken and turkey images to build a deep learning neural network based on PyTorch's transfer learning tutorial.
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services: machine-learning

articles/machine-learning/service/how-to-train-scikit-learn.md

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title: Train machine learning models with scikit-learn
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title: Train scikit-learn machine learning models
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titleSuffix: Azure Machine Learning
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description: Learn how to run your scikit-learn training scripts at enterprise scale using Azure Machine Learning's SKlearn estimator class. The example scripts classify iris flower images to build a machine learning model based on scikit-learn's iris dataset.
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services: machine-learning

articles/machine-learning/service/how-to-vscode-tools.md

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title: Use Visual Studio Code for machine learning
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title: Azure Machine Learning in Visual Studio Code
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titleSuffix: Azure Machine Learning
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description: Learn how to install Azure Machine Learning for Visual Studio Code and create an experiment in Azure Machine Learning.
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services: machine-learning

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