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delta lake

AI, ML & GenAI interview questions tagged delta lake, across every topic.

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Concepts behind "delta lake"

The curriculum that explains the ideas these questions test.

Core
🗄️ Data & SQL EngineeringSign in
Warehouse vs Lake vs LakehouseA warehouse enforces schema-on-write with tight governance and fast SQL; a data lake stores raw files cheaply with schema-on-read and no transactions; a lakehouse layers an open table format (Iceberg or Delta) on object storage to deliver ACID, time travel, and schema evolution at lake cost. The choice turns on cost, governance, and workload, not vendor preference. AI, ML, and GenAI interviews probe it because candidates conflate the three and cannot say which fits BI versus ML versus streaming ingest.
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