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Answer: A job that ingests raw data from a streaming source into the Lakehouse
The correct answer is **B**, as the Bronze layer is designed to store raw, unprocessed data ingested from streaming sources like Kafka. This layer serves as the initial landing zone before data is processed and moved to the Silver layer for further refinement. The Bronze layer is crucial for preserving the full, unprocessed history of data, making it an essential component of the Medallion Architecture. Understanding the distinct roles of the Bronze, Silver, and Gold layers is key to mastering data engineering concepts on the Databricks platform.
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Which data workload scenario is most likely to use a Bronze table as its destination?
A
A job that develops a feature set for a machine learning application
B
A job that ingests raw data from a streaming source into the Lakehouse
C
A job that queries aggregated data to publish key insights into a dashboard
D
A job that aggregates cleaned data to create standard summary statistics
E
A job that enriches data by parsing its timestamps into a human-readable format