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OLTP DatabaseData WarehouseData Lake
Data Structure
Structured
Structured
Unstructured, Semi-structured, Structured
High-level Use Case
Processing Business Transactions
Data Science/Analysis
Data Science/Analysis
Users
Business Users/Customers
Data Scientists/Data Analysts/Business Analysts
Data Scientists
Unique Advantage
Optimized for rapidly dealing with transactions one at a time
Highly performant for executing analytical queries on large number of rows of data
Can store raw, untransformed data at optimal cost
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