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articles/machine-learning/tutorial-1st-experiment-bring-data.md

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title: "Tutorial: Upload data and train a model"
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title: "Tutorial: Upload data and train a model (SDK v2)"
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titleSuffix: Azure Machine Learning
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description: How to upload and use your own data in a remote training job. This is part 3 of a three-part getting-started series.
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services: machine-learning
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ms.author: amsaied
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ms.reviewer: sgilley
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ms.date: 07/10/2022
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ms.custom: tracking-python, contperf-fy21q3, FY21Q4-aml-seo-hack, contperf-fy21q4, sdkv1, event-tier1-build-2022
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ms.custom: tracking-python, contperf-fy21q3, FY21Q4-aml-seo-hack, contperf-fy21q4, sdkv2
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# Tutorial: Upload data and train a model (part 3 of 3)
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[!INCLUDE [sdk v2](../../includes/machine-learning-sdk-v2.md)]
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> [!div class="op_single_selector" title1="Select the version of Azure Machine Learning SDK you are using:"]
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> * [v1](v1/tutorial-1st-experiment-bring-data.md)
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> * [v2 (preview)](tutorial-1st-experiment-bring-data.md)
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This tutorial shows you how to upload and use your own data to train machine learning models in Azure Machine Learning. This tutorial is *part 3 of a three-part tutorial series*.
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In [Part 2: Train a model](tutorial-1st-experiment-sdk-train.md), you trained a model in the cloud, using sample data from `PyTorch`. You also downloaded that data through the `torchvision.datasets.CIFAR10` method in the PyTorch API. In this tutorial, you'll use the downloaded data to learn the workflow for working with your own data in Azure Machine Learning.

articles/machine-learning/tutorial-1st-experiment-hello-world.md

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title: "Tutorial: Get started with a Python script"
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title: "Tutorial: Get started with a Python script (SDK v2)"
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titleSuffix: Azure Machine Learning
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description: Get started with your first Python script in Azure Machine Learning. This is part 1 of a three-part getting-started series.
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services: machine-learning
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ms.author: amsaied
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ms.reviewer: sgilley
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ms.date: 07/10/2022
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ms.custom: devx-track-python, FY21Q4-aml-seo-hack, contperf-fy21q4, sdkv1, event-tier1-build-2022
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ms.custom: devx-track-python, FY21Q4-aml-seo-hack, contperf-fy21q4, sdkv2
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# Tutorial: Get started with a Python script in Azure Machine Learning (part 1 of 3)
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[!INCLUDE [sdk v2](../../includes/machine-learning-sdk-v2.md)]
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> [!div class="op_single_selector" title1="Select the version of Azure Machine Learning SDK you are using:"]
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> * [v1](v1/tutorial-1st-experiment-hello-world.md)
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> * [v2 (preview)](tutorial-1st-experiment-hello-world.md)
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In this tutorial, you run your first Python script in the cloud with Azure Machine Learning. This tutorial is *part 1 of a three-part tutorial series*.
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This tutorial avoids the complexity of training a machine learning model. You will run a "Hello World" Python script in the cloud. You will learn how a control script is used to configure and create a run in Azure Machine Learning.

articles/machine-learning/tutorial-1st-experiment-sdk-train.md

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title: "Tutorial: Train a first Python machine learning model "
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title: "Tutorial: Train a first Python machine learning model (SDK v2)"
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titleSuffix: Azure Machine Learning
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description: How to train a machine learning model in Azure Machine Learning. This is part 2 of a three-part getting-started series.
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services: machine-learning
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ms.author: amsaied
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ms.reviewer: sgilley
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ms.date: 07/10/2022
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ms.custom: devx-track-python, contperf-fy21q3, FY21Q4-aml-seo-hack, contperf-fy21q, sdkv1, event-tier1-build-2022
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ms.custom: devx-track-python, contperf-fy21q3, FY21Q4-aml-seo-hack, contperf-fy21q, sdkv2
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# Tutorial: Train your first machine learning model (part 2 of 3)
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[!INCLUDE [sdk v2](../../includes/machine-learning-sdk-v2.md)]
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> [!div class="op_single_selector" title1="Select the version of Azure Machine Learning SDK you are using:"]
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> * [v1](v1/tutorial-1st-experiment-sdk-train.md)
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> * [v2 (preview)](tutorial-1st-experiment-sdk-train.md)
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This tutorial shows you how to train a machine learning model in Azure Machine Learning. This tutorial is _part 2 of a three-part tutorial series_.
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In [Part 1: Run "Hello world!"](tutorial-1st-experiment-hello-world.md) of the series, you learned how to use a control script to run a job in the cloud.

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