Data Management

Free CPA ISC (Information Systems & Controls) lesson in Information Systems and Data Management. 38 min read, ~5,760 words.

Data warehouses store structured historical data optimized for analysis; data lakes store raw data in any format; data marts are subject-specific subsets of warehouses. Star schemas use one fact table linked to denormalized dimensions; snowflake schemas normalize dimensions into sub-tables (star is faster for queries, snowflake saves storage). Data life...

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