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Effective Amazon Machine Learning by Alexis Perrier

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Pricing

As with other MLaaS providers and AWS services, Amazon ML only charges for what you consume.

The cost is broken down into the following:

  • An hourly rate for the computing time used to build predictive models
  • A prediction fee per thousand prediction samples
  • And in the context of real-time (streaming) predictions, a fee based on the memory allocated upfront for the model

The computational time increases as a function of the following:

  • The complexity of the model
  • The size of the input data
  • The number of attributes
  • The number and types of transformations applied

At the time of writing, these charges are as follows:

  • $0.42 per hour for data analysis and model building fees
  • $0.10 per 1,000 predictions for batch predictions
  • $0.0001 per ...

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