What is the role of data warehousing in modern data mining systems?

It provides a centralized, structured repository for analytical processing.

Data warehouses integrate data from multiple operational sources and organize it into subject-oriented schemas like star and snowflake schemas. This structure supports fast OLAP queries and data mining algorithms by providing clean, historical, and aggregated datasets. It separates analytical workloads from transactional systems to improve performance and scalability.