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View Code? Open in Web Editor NEWSales prediction plays a vital role in the retail industry by enabling effective inventory management, optimal pricing strategies, and overall business planning. The Big Mart Sales Prediction project leverages a comprehensive dataset comprising historical sales data from Big Mart stores.