Which roles primarily utilize the Data Lake in a clinical or research setting?
Answer
Data Scientists, AI/ML Engineers, Researchers
The utility of a data lake stems from its ability to provide direct access to raw, diverse data, which is essential for advanced analytical tasks. Consequently, the primary users of a data lake in a clinical or research environment are those performing exploratory and predictive work. This group predominantly includes Data Scientists who seek novel patterns, AI/ML Engineers developing new models, and Researchers who need the highest fidelity data for investigative studies. This user base contrasts with data warehouses, which are typically utilized by Business Intelligence Analysts focused on established reporting metrics.
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