Data warehouses use dimensional modeling (star schema, snowflake schema) to optimize query performance for analytical workloads, unlike transactional systems designed for rapid updates. Dimensional modeling organizes data into fact tables (measurements) and dimension tables (descriptive attributes) for efficient multi-dimensional analysis.