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Effective Amazon Machine Learning by Alexis Perrier

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An overview of Amazon ML CLI commands

That's it for the S3 part. Now let's explore the CLI for Amazon's machine learning service. All Amazon ML CLI commands are available at http://docs.aws.amazon.com/cli/latest/reference/machinelearning/. There are 30 commands, which can be grouped by object and action.

You can perform the following:

  • create : creates the object
  • describe: searches objects given some parameters (location, dates, names, and so on)
  • get: given an object ID, returns information
  • update: given an object ID, updates the object
  • delete: deletes an object

These can be performed on the following elements:

  • datasource
    • create-data-source-from-rds
    • create-data-source-from-redshift
    • create-data-source-from-s3
    • describe-data-sources
    • delete-data-source ...

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