LSOPS12-BP01 Create a controlled semantic layer
A semantic layer translates complex life sciences data into understandable business terms, acting as a bridge between raw data and the scientists who need to use it.
Desired outcome: Have a consistent, well managed semantic layer to allow the data to be consumed by analysts
Benefits of establishing this best practice: Provides consistency of result definition. Allows for more straightforward communication with auditors.
Level of risk exposed if this best practice is not established: High
Implementation guidance
Use a tool to centralize and implement semantic layer management.
Implementation steps
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Create an Amazon DataZone or Amazon Sagemaker Unified Studio domain.
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Use tools to build and manage the semantic layer. Maintain controlled terminology, business glossaries, and metadata while verifying that you adhere to regulatory requirements.
Resources
Related tools:
