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To build a machine learning model in Amazon SageMaker, you have the following options: + Use one of the built-in algorithims. 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. + 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. + 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. + Use an algorithm that you subscribe to from AWS Marketplace. For information, see Amazon SageMaker Resources in AWS Marketplace.