solutions-architect video for a healthcare analytics company centralizes clinical and operational datasets in an Amazon S3–based data lake. Incoming data is
A healthcare analytics company centralizes clinical and operational datasets in an Amazon S3–based data lake. Incoming data is ingested in Apache Parquet format from multiple hospitals and wearable health devices. To ensure quality and standardization, the company applies several transformation steps: anomaly filtering, datetime normalization, and aggregation by patient cohort. The company needs a solution to support a code-free interface that enables data engineers and business analysts to collaborate on data preparation workflows. The company also requires data lineage tracking, data profiling capabilities, and an easy way to share transformation logic across teams without writing or managing code. Which AWS solution best meets these requirements?