
Data warehousing, databases, and data lakes are fundamental components of modern data management strategies, each serving distinct purposes and offering unique benefits. Understanding their differences is crucial for businesses aiming to optimize their data infrastructure for various analytical and operational needs. Data warehousing involves the systematic process of collecting, storing, and organizing large volumes of data from multiple sources to