Explain the relevance of date warehouse concept in a bank. Describe the process of building a data warehouse in a bank.

In today's fast-paced financial environment, banks must rely on data-driven decision-making to ensure efficient operations and to better serve their customers. A Data Warehouse (DW) plays a pivotal role in this by providing a centralized and integrated repository of data, which supports business intelligence (BI) activities such as reporting, analysis, and decision-making. This concept has become essential in the banking sector, where large volumes of data from various sources need to be processed, analyzed, and stored efficiently.

A data warehouse in a bank is relevant because it allows the institution to consolidate data from disparate sources such as transaction systems, customer information systems, financial operations, and other internal or external sources. This consolidated data can then be used to generate insights that aid in strategic planning, risk management, fraud detection, customer relationship ______ __________ _________ ____ ________ ________ _____ ___ _______ __________.
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