Model organization best practices
Amazon Lookout for Equipment includes the following hierarchy of artifacts within a given AWS account:
- The dataset is the highest level of the hierarchy; a dataset is defined by an immutable data schema that's defined at creation time.
- When defining the data schema, the different tags can be regrouped in different components: a component must match a folder in your S3 training dataset.
- Each dataset can be used to train multiple models and each model can use all the sensors available in the dataset (as defined in the schema) or only a selection of those.
- The lower level of this hierarchy is the sensor time series (also called tag, signal, or field).
Note
A higher level of this hierarchy is the AWS account/user. Although more heavy lifting will be required to set up the appropriate permission, you can build a solution where multiple AWS accounts would use Amazon Lookout for Equipment across your organization, depending on their...