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This article breaks down the main data architectures: Data Warehouse, Data Lake, Data Lakehouse, and Data Mesh. It details how each handles data differently, their strengths and weaknesses, and when to use them. It also highlights the evolution from traditional models to modern approaches responding to diverse data needs.