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Amazon Machine Learning
Developer Guide (Version Latest)

Managing Amazon ML Objects

Amazon ML provides four objects that you can manage through the Amazon ML console or the Amazon ML API:

  • Datasources

  • ML models

  • Evaluations

  • Batch predictions

Each object serves a different purpose in the lifecycle of building a machine learning application, and each object has specific attributes and functionality that apply only to that object. Despite these differences, you manage the objects in similar ways. For example, you use almost identical processes for listing objects, retrieving their descriptions, and updating or deleting them.

The following sections describe the management operations that are common to all four objects and notes any differences.