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Training Your First ML Model on Amazon SageMaker Using S3 Data

  • Machine Learning has become more accessible with tools like Amazon SageMaker, allowing users to train models from raw data easily.
  • The process involves uploading a dataset to an Amazon S3 bucket, setting up a SageMaker Notebook Instance, loading and exploring the data, pre-processing it, and training the model using built-in algorithms.
  • By following the steps outlined, users can efficiently train and deploy machine learning models using Amazon SageMaker and S3-hosted datasets.
  • The integration of Amazon SageMaker with S3 provides a scalable solution for training ML models, simplifying the process from data upload to model deployment.

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