Build Models
To build machine learning models in Amazon SageMaker, you have the following options:
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Use one of the built-in algorithms. Amazon SageMaker provides several built-in machine learning algorithms that you can use for a variety of problem types. For more information, see Use Amazon SageMaker built-in algorithms.
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Write a custom training script in a machine learning framework that Amazon SageMaker supports, and use one of the pre-built framework containers to run it in Amazon SageMaker. For information, see Use Machine Learning Frameworks with Amazon SageMaker.
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Bring your own algorithm or model to train or host in Amazon SageMaker. For information, see Use Your Own Algorithms or Models with Amazon SageMaker .
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Use an algorithm that you subscribe to from AWS Marketplace. For information, see Buy and Sell Amazon SageMaker Algorithms and Models in AWS Marketplace.
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